AI-powered edtech and student-recruitment platforms
AI matching, chatbots and guidance platforms for education and international student recruitment — tuned for accuracy and real outcomes.
Edtech systems serve two audiences at once — students and institutions — and our work covers both: AI matching and guidance platforms, assistants and fine-tuned models where a wrong answer costs someone a placement, not a click.
Global Study runs on this work: AI assistants for students, colleges and education agencies, delivered against academic-calendar deadlines that don't move.
What makes Edtech hard
Products have to serve learners and the institutions recruiting them — often with conflicting priorities.
Matching and guidance only work if the accuracy is real — a plausible-but-wrong answer erodes trust fast.
Launches are tied to intake dates that don't move, so delivery timelines are unforgiving.
What we build for edtech teams
AI matching & guidance
Chatbots and recommendation engines tuned for real accuracy, not demos.
Student & institution platforms
Products that serve both learners and the institutions recruiting them.
Model fine-tuning
Custom datasets and tuning that lift response quality measurably.
Full-cycle product builds
From concept to launch on a defined timeline.
Edtech work in production
Your first month with us
Name the constraint
A scoping call on your edtech stack and its hardest bottleneck. You get a plan, not a pitch.
Prove it in a sprint
A fixed-fee sprint against your real data and workflows — a working result, not a slide deck.
Scale what works
The proven piece goes to production with dashboards, traces and an on-call playbook.
Where teams usually start
Other industries
Building in edtech?
Tell us the constraint you're up against — we'll come back with a plan, often within 48 hours.