AI-native technology studio · Panaji, Goa
AI that reads your systems instead of replacing them.
Most organisations run on a stack assembled over fifteen years by people who have since left. We build the layer above it — reading the drawings, statements and records you already hold, and writing the answer back into the systems you already own.
01It reads what you have
The files are the interface.
Your drawings, statements, registers and forms are data. They have never been treated that way. We read them where they already are, in the shape they already have, and nobody is asked to re-key anything.
Hover a line of the schedule to see where it was read from.
02The confidence gate
Nothing silent reaches your customer.
Anything the system is unsure about is marked and queued for a person rather than filled with a plausible value, because a confident wrong number is the one nobody catches.
03It sits above your estate
Nothing gets ripped out.
We read from the systems you own and write back into them. Your ERP, your CRM, your document stores and the phone in a supervisor’s pocket keep working exactly as they do today. Replacement projects are how this kind of work dies.
- AccessRole-based, down to the record.
- AuditAppend-only. Corrections add, never overwrite.
- ResidencyIndia region. Stated, not implied.
- ExitOpen-format export, on demand.
Revisions · evidence
Four figures you can check.
Each one links to the page that states it, rather than being asserted here.
| Rev | Figure | What it is | Stated on |
|---|---|---|---|
| A | Four | client sites live today, on one platform | /work |
| B | ~1,290 | automated tests on the platform we operate | /trust |
| C | India | region hosting, stated in writing | /trust |
| D | 2 weeks | to something you can use on a phone | /contact |
Calculation sheet
Say yes to the work you are currently turning down
For most growing organisations the constraint is not demand. It is how many bids, orders, files or cases a trained person can get through in a week. Move the sliders. Every assumption is printed underneath so your finance lead can argue with it.
Assumptions, so you can argue with them. 6 hours per bid today; 1.8 hours with a reviewed first pass; 130 productive hours per person per month. These hour figures come from a single proof-of-concept engagement that is still in progress. They are a planning model, not a measured production result, and we would re-measure them against your own files before anyone relied on them.
Issue
Start with a prototype
Two to four weeks, fixed scope, working from your own files. You keep the prototype and its source whether or not we go further.
Start with a prototypeTitle block
You work with the person who writes the code
Notes
“Organisations this size rarely have an AI problem. They have a capacity problem, a knowledge-concentration problem, and a stack assembled over fifteen years by people who have since left. AI is the first tool that can read that estate instead of demanding you replace it. The work is choosing which constraint to attack first, and then actually shipping it.”
Drawn by
Puja Chakravarty
Checked by
Puja Chakravarty
Role
Founder
Office
Panaji, Goa