Impact Framework
How Founding Partner districts will measure AI governance outcomes starting Summer 2026.
What We Will Measure
Beni is pre-revenue. Founding Partner districts will be the first to measure AI governance outcomes. Here is the framework we will use.
Metric 1
Teacher Adoption Rate
Percentage of teachers actively using Beni's Teacher Controls to manage AI access in their classrooms within the first semester.
Target
80% active use by end of Fall 2026
How
Platform usage analytics
Metric 2
Policy Compliance Rate
Percentage of AI interactions that comply with the district's policy cards. Measures whether governance actually runs in practice.
Target
90%+ compliance in Year 1
How
Compliance dashboard tracking
Metric 3
Student AI Literacy Growth
Pre/post assessment of student understanding of responsible AI use, measured through Neuro Cards engagement and literacy benchmarks.
Target
Measurable growth by Spring 2027
How
Pre/post assessments + engagement data
Metric 4
Time to Governance
How quickly a district goes from zero AI policy to running, enforceable governance. Beni aims to compress this from months to weeks.
Target
Governance live within 4 weeks of pilot
How
Implementation timeline tracking