Conversational assistant — Education
Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a education client in Chennai.
- Location
- Chennai
- Year
- 2023
- Duration
- 25 weeks
- Team
- 11 engineers
- 88%
- queries resolved
- 5.5
- languages
- 2.1 s
- response time
The challenge
Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in education.
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
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
- 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
- Operator training delivered in Gujarati, Hindi and English
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