AI-First Rostering and Data Integration
Roster Intelligence is the intelligence layer that powers Ednition's entire RosterStream platform. From automatic data mapping to smart change detection and streamlined district onboarding, Roster Intelligence is built to tackle the complexities for edtech vendors.
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There are over 200+ Student Information Systems, and each one stores, labels, and exports data differently.
Many SIS's still provide roster data through CSV exports, a method that's manual, error prone, and offers little to no automation. Even with efforts to standardize around schemas like OneRoster, turning whatever format a district produces into clean, usable data, still requires manual mapping, ongoing maintenance, and specialized expertise. Engineers end up parsing CSV files and debugging field mappings instead of building features, and support teams end up chasing data discrepancies instead of helping districts succeed.
RosterStream has always handled that complexity so vendors don't have to. Roster Intelligence takes it further, automating the hardest parts of rostering and data integration .
Automatic Schema Mapping
Roster Intelligence converts non-standard district exports into both OneRoster and Ed-Fi compliant formats without manual field mapping, including cases where identifier fields are labeled inconsistently across systems.
Change Detection and Reporting
The platform identifies and itemizes roster changes and then summarizes what changed and why so edtech vendors can quickly tell whether the data is accurate or the district made an error.
Automated District Onboarding
Through an MCP integration, EdTech vendors can agentically start the connection process with district customers. When a new district contract is signed by the vendor, the platform agents can initiate the RosterStream connection, configure initial settings, and send district onboarding emails without manual intervention.