For programs and institutions

Bring your teaching team into the learning loop.

Talk to us about access for your school or teaching team. We can start with a focused pilot to understand your workflows, adult learners, and requirements. School arrangements are separate from the individual Teacher plan.

A bounded engagement

Small enough to learn. Structured enough to trust.

Scope

One use case

Choose a specific feedback job, teacher group, learner population, and time window.

Evidence

Measures agreed first

Track teacher time, review behavior, learner usefulness, and workflow friction, not vanity activity.

Decision

A clear end point

Conclude with what worked, what did not, required safeguards, and whether a wider rollout is justified.

Before a pilot starts

Questions we should answer together.

  • Which feedback workflow is costly or inconsistent today?
  • Which teachers will use the tool and review its output?
  • What data may be processed, and under which policy?
  • What observable result would make the pilot worthwhile?
  • Who owns the go, change, or stop decision at the end?