AI development, Mumbai
Custom AI tools for business in India
We put a language model, the kind of AI behind ChatGPT, to one narrow job and show its score honestly. Each tool is scoped and quoted in writing, in rupees plus GST, before you pay.
One narrow job, a score you can check
An AI tool is useful when it does one job that a person can check: find the right documents for a question, or match the spoken lines in raw footage to a script. We build the tool around that job, test it on real material and report the score, including where it falls short.
Answers show their sources, so a wrong answer can be caught. Where the tool makes a choice that matters, such as which take of a scene to use, a person stays in charge of the decision.
is overtime paid at double rate in a factory
51,993 documents in 7 branches
Answer 3 sources
Yes, for hours past the daily limit, at twice the ordinary rate, under the central Act and the state rules that apply to the factory.
Section 25F, notice and payIndustrial Disputes Act, central
Rule 14, overtime registerState rules, one of 32 states
Order 2019, tribunalFound by meaning, not by the exact words
The model does one narrow job and shows its sources, so a wrong answer can be caught.
AI tools we build
Each tool does one job for one business. These are the kinds of job we have built for.
Search over your documents
Search by meaning across a large set of documents, with each answer showing the documents it came from.
Research assistants
Search, summaries and follow up questions over a specialist library, such as Indian judgments for advocates.
Voice agents
A voice agent in Hindi, Marathi, Gujarati and English with one goal, such as a booked visit, tested against eight caller personas before any line is bought.
Speech matched to a script
Spoken dialogue written down and matched to the shooting script, so an editor sees which take belongs to which line.
Plain English to exact rules
A sentence typed the way you would say it, turned into rules you can see and edit, with every assumption shown before anything runs.
Data checked before a decision
Claims about a database tested against the live data, with the counts, before anyone decides whether to fix it or start again.
Measured results
Three AI tools we built, each with its result. Every number comes from the project's own file.
A labour law compliance product's search
51,993 documents loaded into seven browsable branches. State legislation went from 0 documents with text to 240 across 32 states. Of a reviewer's claims, two were true and two were false, and the answer handed back was fix, not scrap.
Read the full job
myPara, legal research app
On a real account, 9 real judgments came back with follow up questions and four section summaries on desktop and mobile. Live on web, Android and iOS from one codebase.
Read the full job
Backtest Studio
A strategy that looked like 21 percent a year came out no better than the roughly 10 percent index return on honest data, and the fair number is the one shown.
Read the full job
How a project runs
From the scoping call to handover in five steps, and you see each one working before the next is paid for.
- 1
Scoping call
One hour. You describe the job as it is done today. We write back what we would build, what we would measure, and the price.
- 2
Screen gallery
Every screen drawn and published on a private page for you to walk through. Nothing is coded until you have seen it.
- 3
Build in slices
Each slice is released to a staging address, a private test copy online, and checked on your data. You see it working before the next slice is paid for.
- 4
Release and handover
Live on your own hosting and your own domain, with the source, the database and the handover notes, including what is still weak.
- 5
Support
Fixes and small changes on request, answered within 2 working days.
Frequently asked questions
How much does a custom AI tool cost?
Every AI tool is scoped first and quoted in writing, in Indian rupees plus GST at 18 percent, before any payment. The scoping call is free, with no obligation.
Can the AI give a wrong answer?
Yes, any language model can. That is why each tool does one narrow job, shows its sources and comes with a measured score, so a wrong answer can be caught.
Does it work in Indian languages?
Our work includes Marathi dialogue in raw camera footage, meeting transcripts in mixed Hindi and English, and a voice agent in Hindi, Marathi, Gujarati and English. Each tool is tested on real material before it is relied on.
How does a project start?
With a scoping call of one hour. You describe the job as it is done today, and we write back what we would build, what we would measure and the price.
Who owns the tool and the data?
You do. Once a stage is paid for, the code, the database and the designs of that stage are yours, and the hosting and domain are registered in your name.
