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Artificial IntelligenceR&DAI tutor and assessment

AI tutor and assessment — Skill mission

Adaptive learning and automated assessment for STEM programmes. Delivered for a skill mission client in Bengaluru.

Location
Bengaluru
Year
2026
Duration
8 weeks
Team
12 engineers
Interactive 3D · drag to rotate
14k
learners
18%
score uplift
−84%
grading time

The challenge

Existing vendors had delivered pieces of a ai tutor and assessment system, but nobody owned the integration and the pilot had stalled.

What we built

Built in our Motera lab, validated on a replica rig, then commissioned on site in days using LLM agents and FastAPI.

Delivery timeline

  1. Phase 1

    Discovery sprint and site survey

  2. Phase 2

    Prototype built and tested in the Motera lab

  3. Phase 3

    Pilot on site with before/after measurement

  4. Phase 4

    Scale-out, training and handover

Highlights

  • Designed, built and supported from Motera, Ahmedabad
  • Before-and-after measurements agreed with the client up front
  • Remote monitoring and over-the-air updates included
  • Integrated with existing PLC, ERP or GIS systems — no rip-and-replace

Have a problem that needs a machine built for it?

Tell us the constraint — line speed, accuracy, environment, deadline. An engineer will read it and reply with a straight answer, including when the answer is that you don't need us.

We reply to every enquiry within one business day.