The stance · partners, not vendors
The demo always works. Then it meets your real systems.
The old ERP. The spreadsheet that secretly runs everything. Data scattered across five tools. That’s where AI pilots die — so that’s where we start. We embed with your team, learn how the operation actually runs, and build on the real thing.
88%
Organizations using AI
<40%
Seeing measurable outcomes
McKinsey · State of AI, 2025
From your floor to production.
How we workUnderstand
We map how the business runs — where it moves, where it stalls, what it costs.
Build
A custom system on your data, in production in weeks — not a proof-of-concept.
Compound
Every release surfaces the next bottleneck, until this is how the business runs.
Whatever the operation needs.
More of what we’ve built →Every engagement starts from your problem, not our catalogue. A sample of what we’ve built. Most of it runs under our clients’ names, not ours.
Reconciliation engines
Books, bank, portal, ledger — matched line by line, exceptions named. Built for a betting operator, a micro-investing fintech, GST filers, and fuel retail.
Voice agents
Hindi and English agents answering real phone lines — telephony, not chat widgets. Built for a small-finance bank and a commuter bus fleet.
Document intelligence
Contracts, invoices, filings, compliance registers — read, extracted, tracked with an audit trail. Built for law chambers, property managers, a listed manufacturer.
Sales & lead systems
Lead routing across multiple OEMs for a dealership group; research agents that qualify prospects before your team wakes up.
Vision & CAD
Photo plus measurement spec in, production-ready pattern files out — feeding the CAD the factory already owns. Garment manufacturing, and anywhere paper meets machines.
When the problem repeats, we build it once, properly.
Our productsWe ship our own products, end to end. Your custom build gets the same engineering.
Recoup
GST reconciliation · in productionMatches your books, the GST portal and the bank — invoice by invoice — and names the vendor blocking each rupee of input-tax credit.
Explore Recoup →GasStationOS
Fuel retail back office · liveReads the paperwork gas stations already produce — nightly close packets, bank statements — and reports every morning which numbers didn’t reconcile. First customer: a 40-store US operator.
See GasStationOS →The work.
Shipped, in production“Every team became an AI team.”
“They stopped chasing the target. They raised it.”
“The agency loop didn’t get faster. It disappeared.”
Built by a small senior team — founder-led, hands-on on every build. Engineers who built money-critical systems at Morgan Stanley and NSE. The team →
Open notebook
We publish how we work.
Evals as the shipping contract, prompt-injection defenses that hold, MCP authorization in production — the engineering behind our builds, written up as we go. Read it before you hire us.
Built to run your operation.
Why AgentropicFrom insight to action.
Systems that route, file and reconcile inside your workflow — not another dashboard to read.
Built for your problem.
Shaped to your data, your rules, your operation. Custom by default, never a generic model.
Secure, compliant, owned.
Your code, models and data — yours, in your own environment. Nothing leaves your systems without your say.
Live in weeks — then yours.
Production, not a demo. Your team runs it after we leave. We upskill your people; we don’t become a dependency.