Measuring Outcomes: Evidence That Matters
Early pilots show faster remediation of specific skills when tutors use AI for diagnostics and hint generation. The biggest improvements appear where feedback loops are shortest and students reflect on errors immediately.
Measuring Outcomes: Evidence That Matters
Exit tickets become conversations, not verdicts. AI clusters misconceptions, tutors plan micro-interventions, and students see progress charts that highlight growth over time, inviting them to set new, attainable goals together.