Hashtrik is a software studio shipping production-grade AI, data, and web systems for teams who need it to actually work — not just demo well.
One team, end to end — from the messy data layer up to the interface your users touch.
Orchestrated agents that plan, call tools, and recover on their own — built to run in production, not just a notebook.
Retrieval pipelines over your documents with vector search, re-ranking, and grounded answers you can trust.
Ingestion, transformation, and serving layers that turn scattered sources into clean, queryable data.
Fast, accessible front ends and APIs in React and Next.js — the polished surface on top of the smart system.
Deploy, monitor, and scale on AWS with SageMaker, MLflow, and CI you don't have to babysit.
Inherited a half-built AI prototype? We review it, fix what's brittle, and get it shippable.
A few representative builds. Names changed, results real.
Eight specialist agents coordinating live travel logistics, with autonomous replanning when conditions change mid-trip.
A retrieval engine over 50,000+ regulatory documents, surfacing grounded answers with citations for analysts.
An ingestion-to-API pipeline unifying siloed sources into one clean, low-latency interface for product teams.
A real sequence — each step ends with something you can see and run.
We pin down the one job to be done and the data you've actually got. No vague roadmaps.
A working slice in days, wired to your real data so you can judge it for yourself.
Error handling, evals, retries, and monitoring — the boring parts that keep it alive.
We deploy, hand over the keys, and document it so your team can run without us.
Tell us what you're trying to ship. We'll reply within two working days with a straight answer — and an idea of how we'd approach it.