The "Policy Forge": How Central Valley CSD is Co-Authoring the Future of AI Policy with Discover
Background
- District: Central Valley CSD
- Partner: ÌìÃÀÍøÕ¾´«Ã½´«Ã½
- Enrollment: 2,300 students
Key Results:
Policy draft readiness
Like many districts across New York, Central Valley CSD (CVCSD) recognized that the "AI Genie" was out of the bottle. Superintendent Jeremy Rich saw a looming "AI Wild West" and knew that a generic, boilerplate policy wouldn't suffice for his community. The district had already run successful Adaptive Surveys with parents and staff to take the pulse of the community   but they faced a significant hurdle: how do you turn 2,300 voices into a legally-defensible, Board-approved policy that protects teachers and empowers students?
What ÌìÃÀÍøÕ¾´«Ã½´«Ã½ partners are saying


The Challenge
At the same time, the school board made expectations clear. They wanted data. Not anecdotes. Not reassurance. Evidence that progress was real.
Key Pain Points
- How to turn 2,300 stakeholder voices into a legally-defensible, Board-approved AI policy
- Generic boilerplate policies would not reflect the community's unique values and concerns
- Raw survey data alone was insufficient to hand directly to policy service attorneys for legal review
- Needed a framework that protects teachers and empowers students simultaneously
- Tight timeline requiring Board approval by April/May 2026 for September implementation
- The Discover Solution: The "Policy Forge" Strategy
The Discover Solution: The "Policy Forge" Strategy
Collaborating with ÌìÃÀÍøÕ¾´«Ã½´«Ã½, CVCSD utilized Discover as a strategic synthesis engine. Instead of handing a pile of raw survey data to their policy service attorneys, the district created a "Policy Forge" collection that triangulated four distinct data streams into one actionable roadmap.
The real power of Discover emerged when the district moved beyond a simple draft. The AI engine produced a Targeted Consideration Checklist - a specific set of high-priority themes based on stakeholder data that the policy service attorneys needed to address to make the policy "Central Valley Compliant."
- Stakeholder Voice
Policy service boilerplate policies provided the legal skeleton for the framework. - Structural Baseline
The existing CVCSD Code of Conduct was layered in to ensure disciplinary alignment. - Behavioral Standards
Results from Parent and Staff Adaptive Surveys were integrated as the foundation of community sentiment. - Instructional Reality
A "Red Light/Green Light" framework was created to define classroom-specific guardrails for AI use.
What They Said
Superintendent of Schools
Implementation Timeline
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