Selected work
Six engagements, and the constraint each one actually had to solve.
News and publishing
A server over the news database that handles queries flexibly, a second one over the APIs so any assistant can integrate, and an agent on top that answers questions about the news in plain language.
Archivequeried by question, not by keyword
Travel and hospitality
As Chief Information Officer of a national cruise operator, India's first: the shore-side systems built from scratch — guest and travel-agent booking, the connections to the marketing sites, everything that ran on shore — and oversight of on-board IT and satellite communications.
30+engineers led across the programme
Education technology
A locally installed language model with retrieval over the client's own course material, and a student-facing tutor — talk to your textbook — architected so no content or query ever left their infrastructure.
100%on-premise, no external calls
Food service · multi-site
End-to-end logistics, inventory, website, mobile app, point of sale and analytics for a major multi-outlet restaurant chain — one set of numbers from the kitchen to the consumer app.
1set of numbers, from the kitchen to the consumer app
Enterprise · workforce
Task and time management with analytics, plus speech-based querying of company reports — asking for a number out loud instead of opening files to find it, which is exponentially faster in practice.
Speechreports queried by voice
Enterprise · communications
Summarises long threads and surfaces relevant context from internal correspondence when drafting an external reply — running entirely inside the client's own environment.
Privateruns inside the client network
The specifics differ every time; the shape of the work rarely does. Tell us where you are and we will tell you what it would take.
Scoping only: what you are trying to solve, and how to reach you. It will not answer general questions, write code, or quote prices.
Hello — I help scope projects for Manotr. Tell me what you are trying to solve and I will ask a few questions, then pass a summary to the team. What is the problem?
AI assistant, limited to scoping a project with Manotr. It can make mistakes and does not speak for the company. Your conversation is emailed to us so we can follow up. Prefer email? ankit@manotr.com
