AI for Education & EdTech

In education & edtech, student data protection and academic integrity constrain what may be automated at all. Everything we build here is shaped by that before it is shaped by the technology, the guardrails, the approval points and the evidence trail are design inputs, not things added before go-live.

Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. Six weeks to something running in production, not six quarters to a strategy document.