Accelerate
Your Microsoft Fabric Deployment
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
INGEST RAW DATA FROM ANY SOURCE
AI READY OUTPUT FOR ANY SOURCE
DATA SOURCES
The LAKEiQ Fabric Architecture
ADVANCED ANALYTICS / AI
Raw, complete, auditable data from source systems.
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
INGEST RAW DATA FROM ANY SOURCE
The Bronze layer ingests data from operational and external systems and stores it in its original, source-aligned format with only minimal structural standardization. Designed for immutability and auditability, it preserves a complete historical record of all data—whether full loads, incremental updates, or CDC feeds. Stored in efficient Parquet format, the Bronze layer prioritizes cost-effective storage, schema fidelity, and governance-ready metadata, providing a stable foundation for downstream Silver and Gold transformations.
LAKEIQ's
BRONZE LAYER
Capture data exactly as it exists, with minimal transformation.
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
INGEST RAW DATA FROM ANY SOURCE
- Source-aligned, append-only raw data storage
-
Full historical preservation (full loads, incremental, CDC)
- Parquet-based, compressed, cost-efficient storage
- Metadata enrichment for lineage, traceability, and governance
- Enables full reprocessing as business rules evolve
Transform raw data into consistent, reliable datasets.
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
UNCLEANSED RAW DATA
The Silver layer transforms raw Bronze data into clean, validated, and standardized datasets stored in Delta Lake format. Designed to enforce data quality, structural consistency, and business alignment, this layer removes ingestion noise, resolves duplicates, and applies governed transformation logic. With ACID-compliant Delta tables and incremental processing patterns, Silver creates reliable, reusable datasets that serve as the trusted foundation for Gold-layer analytics and reporting.
LAKEIQ's
SILVER LAYER
Clean, standardized, and trusted enterprise data.
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
OUTPUT DATA IS STRUCTURED
- Cleansed and standardized data in Delta Lake format
- Schema enforcement, deduplication, and data type normalization
- ACID-compliant merge and CDC processing at scale
- Cross-system data conformance with full lineage traceability
- Governance rules and quality validation for trusted downstream use
Deliver curated, optimized datasets for decision-making.
Data transformed into intelligence
The Gold layer transforms refined Silver data into business-focused, analytics-ready models optimized for reporting, self-service BI, and advanced analytics. Structured around domain-driven data marts and governed enterprise definitions, this layer delivers trusted KPIs, consistent metrics, and high-performance datasets that power confident decision-making. Gold represents the single source of truth for enterprise analytics while maintaining full lineage to underlying data layers.
LAKEIQ's
Gold LAYER
business-ready data for analytics and AI.
Where analytics and AI begin
- Domain-oriented data marts using dimensional modeling (facts & dimensions)
- Standardized, governed KPIs and enterprise metric definitions
- Optimized for Power BI, semantic models, and AI/ML workloads
- Performance tuning through aggregation, partitioning, and model optimization
- Full traceability back to Silver and Bronze layers
The
PROVEN
Foundation for
Analytics and AI
LAKEiQ is a prebuilt, AI-ready accelerator for Microsoft Fabric, architected by ProvenBI, an approved Microsoft ISV partner. LAKEiQ provides a production-ready lakehouse foundation that supports automated ingestion pipelines, governance frameworks, semantic models, and prebuilt integrations that deploy in weeks, not months.
Architected specifically for Microsoft Fabric, LAKEiQ unifies best-practice architecture, ingestion automation, governance, and industry ready data products into a single, deployable framework. Instead of spending months architecting infrastructure and defining standards, organizations launch with a proven foundation aligned to Microsoft’s modern data platform guidance.
LAKEiQ removes the complexity and risk of building Fabric from scratch by standardizing how data is ingested, governed, modeled, and activated across the enterprise. Governance, reusable semantic models, and scalable architecture patterns support consistency, strengthen long term maintainability, and enable teams to accelerate delivery.
Fabric Data Replication and Migration Starter
LAKEiQ provides a production ready lakehouse foundation supporting automated ingestion pipelines, governance frameworks, semantic models, and prebuilt integrations that deploy in weeks, not months.
With LAKEiQ in place, organizations move beyond foundational setup and focus on delivering advanced analytics, operational insights, and AI-driven intelligence. Architected to scale with Fabric and support Power BI and AI scenarios, LAKEiQ becomes a long-term strategic platform for analytics, automation, and enterprise AI innovation.
PROVEN
Architecture Overview
Unified Lakehouse design
- Combines structured and unstructured data in OneLake
- Supports both analytics and operational reporting
- Optimized for performance and scalability
Fabric Data Factory ingestion pipelines
- Prebuilt templates for rapid source onboarding
- Supports batch, incremental, and CDC ingestion
- Designed for reliability and monitoring
Delta Lake + Medallion (Bronze, Silver, Gold) layers
- Clear separation of raw, refined, and curated data
- Improves data quality and traceability
- Structured for analytics and AI workloads
Spark, SQL, and Pipeline compute engines
- Leverages Fabric-native processing engines
- Enables flexible transformation and modeling
- Scales based on workload demands
Security, governance, and lineage templates
- Role-based access and policy enforcement
- End-to-end data lineage visibility
- Audit-ready governance framework
Semantic models and reusable data products
- Standardized business metrics and definitions
- Accelerates Power BI development
- Designed for reuse across teams
AI layer for forecasting, segmentation, and Copilot
- Supports predictive and advanced analytics
- Structured for AI and Copilot integration
- Scales without re-architecture
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Acumatica ADP Workforce Now Allscripts Alma Anthology Student Athenahealth AVEVA Manufacturing Execution AvidXchange AWS IoT Core Azure IoT Hub BambooHR Bill.com Blackbaud Raiser's Edge BlackLine Bosch IoT Suite CareCloud Ceridian Dayforce Cerner Millennium Cisco IoT Control Center Copper Cornerstone OnDemand CPSI Creatio Critical Manufacturing MES Dassault DELMIA Deltek Costpoint DrChrono eClinicalWorks Ellucian Banner Ellucian Colleague Epic Epicor ERP Epicor MES FACTS SIS FloQast FreshBooks Freshsales GE Digital Plant Applications GE Predix GiveCampus Google Cloud IoT Graduway Greenway Health Gusto Honeywell Forge Honeywell Forge HubSpot IBM Watson IoT IFS Cloud Infinite Campus Infor CloudSuite Infor MES Insightly IQMS MES Jenzabar One Kaa IoT Kareo Kashoo Keap Losant MEDITECH Microsoft Dynamics Microsoft Dynamics 365 Finance Microsoft Dynamics GP ModMed Monday Sales CRM Namely NetSuite Financials NextGen Healthcare Nimble Odoo Oracle CX Sales Oracle Financials Cloud Oracle Fusion Cloud ERP Oracle HCM Cloud Oracle Health Oracle Manufacturing Cloud Oracle NetSuite Particle Paycom Paylocity Pipedrive Plex MES PowerSchool Practice Fusion Priority ERP Prodsmart PTC ThingWorx QuickBooks Online Rippling Rockwell FactoryTalk Sage Intacct Sage X3 Salesforce Salesforce Education Cloud SAP Business One SAP Manufacturing Execution SAP S/4HANA SAP Sales Cloud SAP SuccessFactors Schneider Electric EcoStruxure Siemens MindSphere Siemens Opcenter Skyward SugarCRM SYSPRO Talisma Fundraising Trinet Tulip Ubidots UKG Pro Unit4 ERP Wave Accounting Workday Financial Management Workday HCM Workday Student Xero Zenefits Zoho Books Zoho CRM
Zoho CRM Zoho Books Zenefits Xero Workday Student Workday HCM Workday Financial Management Wave Accounting Unit4 ERP UKG Pro Ubidots Tulip Trinet Talisma Fundraising SYSPRO SugarCRM Skyward Siemens Opcenter Siemens MindSphere Schneider Electric EcoStruxure SAP SuccessFactors SAP Sales Cloud SAP S/4HANA SAP Manufacturing Execution SAP Business One Salesforce Education Cloud Salesforce Sage X3 Sage Intacct Rockwell FactoryTalk Rippling QuickBooks Online PTC ThingWorx Prodsmart Priority ERP Practice Fusion PowerSchool Plex MES Pipedrive Paylocity Paycom Particle Oracle NetSuite Oracle Manufacturing Cloud Oracle Health Oracle HCM Cloud Oracle Fusion Cloud ERP Oracle Financials Cloud Oracle CX Sales Odoo Nimble NextGen Healthcare NetSuite Financials Namely Monday Sales CRM ModMed Microsoft Dynamics GP Microsoft Dynamics 365 Finance Microsoft Dynamics MEDITECH Losant Keap Kashoo Kareo Kaa IoT Jenzabar One IQMS MES Insightly Infor MES Infor CloudSuite Infinite Campus IFS Cloud IBM Watson IoT HubSpot Honeywell Forge Honeywell Forge Gusto Greenway Health Graduway Google Cloud IoT GiveCampus GE Predix GE Digital Plant Applications Freshsales FreshBooks FloQast FACTS SIS Epicor MES Epicor ERP Epic Ellucian Colleague Ellucian Banner eClinicalWorks DrChrono Deltek Costpoint Dassault DELMIA Critical Manufacturing MES Creatio CPSI Cornerstone OnDemand Copper Cisco IoT Control Center Cerner Millennium Ceridian Dayforce CareCloud Bosch IoT Suite BlackLine Blackbaud Raiser's Edge Bill.com BambooHR Azure IoT Hub AWS IoT Core AvidXchange AVEVA Manufacturing Execution Athenahealth Anthology Student Alma Allscripts ADP Workforce Now Acumatica
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
Salesforce Microsoft Dynamics HubSpot Zoho CRM Pipedrive SugarCRM Freshsales Insightly Nimble SAP Sales Cloud Oracle CX Sales Copper Keap Creatio Monday Sales CRM SAP S/4HANA Oracle NetSuite Microsoft Dynamics 365 Finance Workday Financial Management Infor CloudSuite Epicor ERP Sage X3 Acumatica IFS Cloud Unit4 ERP Oracle Fusion Cloud ERP SYSPRO Deltek Costpoint Odoo Priority ERP Epic Oracle Health MEDITECH NextGen Healthcare eClinicalWorks Athenahealth Allscripts Greenway Health Practice Fusion DrChrono CareCloud CPSI ModMed Cerner Millennium Kareo Workday HCM ADP Workforce Now UKG Pro BambooHR Oracle HCM Cloud SAP SuccessFactors Paylocity Paycom Ceridian Dayforce Gusto Rippling Namely Zenefits Trinet Cornerstone OnDemand QuickBooks Online Sage Intacct Xero Oracle Financials Cloud SAP Business One Microsoft Dynamics GP NetSuite Financials FreshBooks Wave Accounting Zoho Books BlackLine FloQast Bill.com AvidXchange Kashoo Siemens Opcenter Rockwell FactoryTalk SAP Manufacturing Execution Oracle Manufacturing Cloud GE Digital Plant Applications AVEVA Manufacturing Execution Epicor MES Infor MES IQMS MES Tulip Plex MES Honeywell Forge Dassault DELMIA Critical Manufacturing MES Prodsmart Ellucian Banner Blackbaud Raiser's Edge PowerSchool Salesforce Education Cloud Ellucian Colleague Anthology Student Jenzabar One Workday Student Skyward Infinite Campus FACTS SIS Alma Talisma Fundraising GiveCampus Graduway Azure IoT Hub AWS IoT Core Google Cloud IoT Siemens MindSphere PTC ThingWorx GE Predix IBM Watson IoT Bosch IoT Suite Cisco IoT Control Center Honeywell Forge Schneider Electric EcoStruxure Particle Kaa IoT Losant Ubidots
INTEGRATIONS
Built for
any Data Source
LAKEiQ integrates with virtually any data source—cloud applications, on-premise systems, databases, APIs, and files. Using standardized ingestion patterns and prebuilt connectors, data can be rapidly onboarded, validated, and incorporated into the platform while maintaining consistency and governance across sources.
Clean
AI READY OUTPUT!!!!
with
LAKEiQ's Gold Layers
LAKEiQ's Gold layer delivers curated, business-ready data designed to power analytics and AI. Organized around trusted metrics and standardized definitions, it enables fast analytics, self-service dashboards, and advanced intelligence—from Power BI insights to predictive models and AI driven decisioning.
The
LAKEiQ
Advantage
LAKEiQ is more than a framework, it’s a proven, production ready accelerator purpose built for Microsoft Fabric. While many organizations approach Fabric as a blank canvas, LAKEiQ delivers a structured, enterprise-grade foundation from day one. Architecture, ingestion, governance, semantic modeling, and AI readiness are unified into a single platform.
LAKEiQ balances speed with discipline. Organizations eliminate months of engineering effort while standardizing how data is ingested, governed, and activated across the enterprise. Embedded best practices ensure scalability and compliance without slowing analytics teams or limiting innovation.
Designed to grow with Microsoft Fabric, LAKEiQ supports expanding data sources, advanced analytics, and AI initiatives without re-architecture. From Power BI reporting to AI enabled intelligence, LAKEiQ becomes a long-term foundation for enterprise analytics and AI.
What differentiates
LAKEiQ?
Microsoft Native by Design
- Built specifically for Fabric and aligned to Microsoft’s modern data platform architecture.
Production Ready from Day One
- Deploy a governed, scalable lakehouse without starting from scratch.
Standardized Integration Framework
- Accelerate onboarding with ready-to-deploy ingestion and modeling patterns.
AI Ready Architecture
- Structured to support forecasting, machine learning, and Copilot scenarios.
Supports Enterprise Governance
- Supports security, lineage, and compliance.
PROVEN
POWER OF LAKEiQ
Engineered for scale.
LakeIQ enables organizations to modernize their data platforms faster and more reliably by delivering a Microsoft-approved ISV accelerator purpose built for Microsoft Fabric. By eliminating months of architecture design, pipeline development, and governance setup, LakeIQ provides a production ready foundation that reduces implementation risk, accelerates time-to-value, and ensures a scalable, analytics- and AI-ready data platform aligned with Microsoft best practices.
Automated Ingestion Patterns
- Supports batch, incremental, and CDC ingestion
- Standardized, reusable pipeline templates
- Built for reliability and scale
Medallion-Aligned Lakehouse Architecture
- Bronze, Silver, Gold data layers
- Optimized for advanced analytics and AI
- Aligned to Microsoft Fabric best practices
Supports Governance & Lineage
- Security and access controls
- End-to-end data lineage
- Compliance-ready by design
Reusable Semantic Models
- Predefined Power BI semantic layers
- Consistent business metrics
- Designed for reuse and extension
Power BI Ready Business Domains
- Analytics-ready datasets
- Faster report development
- Trusted self-service analytics
AI Ready Intelligence Layer
- Structured for advanced analytics
- Supports AI and Copilot use cases
- Scales without re-architecture
Prebuilt System Connectors
- Ready-to-deploy source integrations
- Includes models and quality checks
- Rapid onboarding of new systems
Industry Accelerators
LAKEiQ includes optional industry - specific data product packages for:
Healthcare
Clinical, operational, and financial insights.
- Improve clinical and operational efficiency
- Optimize staffing, utilization, and throughput
- Gain clearer financial and payer insights
Higher Ed
Enrollment, success, and advancement analytics.
- Improve enrollment and retention outcomes
- Support student success initiatives
- Enhance advancement and fundraising insights
Manfacturing
Operations and supply chain intelligence.
- Increase operational efficiency
- Improve supply chain visibility
- Optimize production performance
Financial Services
Risk, compliance, and customer insights..
- Strengthen risk and compliance visibility
- Improve customer and portfolio insightss
- Support faster, data-driven decisioning
Technology
Product and revenue intelligence.
- Improve product adoption and usage insights
- Increase revenue and retention visibility
- Enable scalable, data-driven growth
Sports
Fan, revenue, and performance intelligence.
- Fan engagement and behavior analytics
- Ticketing, sponsorship, and revenue insights
- Operational and performance reporting
