AI tutor and assessment — Coaching institute
Adaptive learning and automated assessment for STEM programmes. Delivered for a coaching institute client in Visakhapatnam.
- Location
- Visakhapatnam
- Year
- 2025
- Duration
- 5 weeks
- Team
- 12 engineers
- 50k
- learners
- 12%
- score uplift
- −89%
- grading time
The challenge
Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in coaching institute.
What we built
We ran a two-week discovery sprint, then built and fielded the system end to end on LLM agents, Svelte and FastAPI, with operator training and an SLA.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Before-and-after measurements agreed with the client up front
- Runs on-premises; no data leaves the site unless agreed
- Designed, built and supported from Motera, Ahmedabad
- Documentation, drawings and source handed over at close
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