An AI engineering firm for financial, insurance, and operations-heavy businesses. We design, build, and ship systems from first discovery call to production — with the numbers to prove it.
$499 POC in 24 hours · MVP in 14 days · Built on production AI experience at global banks and insurers
Our thesis
Most businesses don’t have an AI problem. They have an operations problem — work living in spreadsheets, inboxes, and tools that are hours out of date. Bolting a chatbot onto that changes nothing. What works is a system built around your data: one that answers, acts, and holds up in production. That’s what we build.
Process
We don't write code first. Every system we ship moves through the same four phases — so nothing reaches production on hope.
POC in 24 hours → MVP in 14 days → production & beyond
Before a single line of code, we interrogate the problem. Deep discovery sessions, data landscape audits, and strategic mapping to define exactly what is being built — and why it will work.
Every system is blueprint-first. We design the complete technical architecture — data pipelines, model selection, infrastructure — before production code begins. The blueprint is the product.
We build the model and the software around it — the pipelines, APIs, and tests that make AI dependable in production, not just impressive in a demo.
Launch is the beginning, not the end. We ship with CI/CD pipelines, live monitoring dashboards, and dedicated post-launch support — ensuring your system scales as your business grows.
Case studies
From a hundred spreadsheets to a single question.
Managers at a US insurance firm were making decisions off spreadsheets that were already hours out of date. We replaced them with a question box that answers from live operational data.
The accounting department that fits in your pocket.
Receipts in inboxes, statements in unreadable formats, and a month-end scramble to piece it all together. We built the accounting department into the software.
A portfolio you can explain, six months after the decision.
Our own product, built end to end with the same four-phase process we run for clients: a system that evaluates every stock in the Nifty 500 — and records why each decision was made.
Ready to build your system?
Not ready for a full build? Start with the $499 discovery sprint — a working POC in 24 hours.
Or write to us — contact@minus.systems