Product Design for Education & EdTech

We sequence by what each release teaches you. Building the riskiest assumption first feels uncomfortable and saves the most money.

In education & edtech, student data protection and academic integrity constrain what may be automated at all. That single fact reshapes how product design has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is administrative query handling, usually integrated against assessment platforms. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

Multi-model by default, so a provider outage is a routing decision rather than an incident. We hand over with runbooks, tests and a team that knows how it works, not a dependency.