Fix the Data. Then Trust the AI.
AI performance depends on data quality.
We help K-12 school districts, charter authorizers, and CMOs warehouse messy data so reporting is consistent and AI tools produce outputs you can trust.
Bad data in → Bad AI out
Most district and authorizer teams want AI for faster analysis, better forecasting, and smarter decisions.
But the reality is:
Data is scattered across too many systems
Key definitions aren’t consistent (enrollment, attendance, staffing, budgets)
Workflows rely on manual exports and spreadsheets that introduce errors
Reporting takes weeks and still doesn’t reconcile across teams
If the data foundation isn’t solid, AI won’t be either.
What We Do
We build and maintain the data warehouse layer that makes district and authorizer data usable.
Centralize finance, compliance, HR, SIS, assessment, and operations data
Standardize definitions and metrics across teams
Validate and monitor data quality so reports reconcile
Deliver a single source of truth for dashboards, reporting, and AI use cases