Founder-led · your stack · no lock-in
We make your team AI-native.
And they own it after we leave — no black box, no lock-in.
“What I was actually doing till now was only 5% of what I can do now.”
We don't sell agents. We change how the team works so it keeps building after we leave.
We build alongside your team, on your tools, in your workflows. No black box. No lock-in.
By the end, real systems run end-to-end — connected to your live data — and your team owns them.
The Record
What shippedStage · regional OTT
Production became code.
One prompt → six languages
Deep-tech · Bangalore
Senior engineers, back at engineering.
Hours of review → 5 minutes
B2B SaaS · Chennai
A BDR team without the busywork.
5 tools → one terminal
Fintech · Gurgaon
An ad pipeline, rebuilt end-to-end.
Idea to live: a week → a day
Construction · Gurgaon
Construction ops, wired into one chat.
Half a day recovered, daily
See all workHow we engage
No retainer · no lock-in · priced by outcomeOne day inside your company · priced plan in 7 days
We diagnose by building — a working demo runs on your stack before we leave. One fixed fee, and the plan is yours either way.
The full Diagnostic →
On-site, with your team · supported for 60 days after
One non-technical team — marketing, sales, ops — ships its first real AI workflow.
On-site, with your engineers · supported for 60 days after
An engineering team rebuilds how it ships, on its real codebase.
Onsite, in a room — your people hold the keyboard from the first prompt to the last. Never remote.
The Range
Across industriesA regulatory compliance system of record — AI-assisted ingestion, applicability mapping, approval workflows, and audit trail.
A production Hindi voice agent for loan qualification and scheduling, with a full operations dashboard.
A billing rate-intelligence platform that validates field tickets against contract rate cards and surfaces revenue leakage.
Dock-receiving digitisation with accounting-system sync and food-safety audit traceability.
An AI data pipeline that replaces an analyst team's daily manual reporting.
A legal workflow build, plus a research system over a large private document corpus.
From focused sprints to deployed, live systems — across banking, construction, manufacturing, media and more — built by a small senior team.
Real integrations — accounting systems, telephony, cloud, live client data. Not demos; running in production.
When a build recurs, we make it a product
Our firstWe built the same reconciliation engine six times — across banking, tax and payments clients. So we made it a product. Recoup reconciles your GST input-tax credit every month and tells you, in plain English, exactly which vendor is blocking each rupee.
agentropic.ai/recoup →
The doctrine
Most companies don't have an AI problem. They have a pre-AI operating system they keep bolting AI onto.
Every repetitive or reasoning-bounded task deserves AI's right of first refusal. Humans keep what only humans can do.
The Build
Shipped in days, not quartersLock the plan
We walk the team's real workflow — founders in the room — and lock the one bottleneck worth breaking.
Build with the team
AI installed inside their actual workflow, on their machines, their hands on the keyboard. We clear blockers together.
They own it
A real system runs end-to-end. Sixty days of support follow as the team extends it themselves.
You leave with
AI in one real workflow, on your machines · the team trained to extend it · a clear before/after on the bottleneck we picked together · a 90-day plan.
Who you'd work with
You'd work with Ashish Meena and a small senior pod — not an account manager.
IIT Bombay CS · 3× CTO · AI health-tech founder · 20+ yrs across high-frequency trading, telecom, mobility & healthcare
Start here
Tell us what's broken.
One conversation, or one structured day inside your company. You pick.