We build the data and AI systems that modern products run on.
From data foundations to AI agents — Preetika Labs helps engineering teams ship intelligent systems that actually work in production.
Most companies are stuck between data they can't trust, search that doesn't work, and AI demos that never ship. We help engineering teams close that gap — turning scattered data into reliable foundations, retrieval systems that actually retrieve, and agent workflows that hold up in production.
01 / What we do
What we do
Big Data & Infrastructure
Data platforms, pipelines, and warehouses built to scale.
We design and build the data foundations that everything else depends on — ingestion, transformation, storage, and governance.
Learn more →Search & Retrieval
Semantic search, vector databases, and RAG systems that find what users need.
We build retrieval systems that move beyond keyword matching — hybrid search, embeddings, ranking, and evaluation.
Learn more →Agentic Workflows
AI agents and tool-using systems, engineered for production.
We design agent architectures that go beyond demos — orchestration, tool use, guardrails, and real evals.
Learn more →02 / How we're different
How we're different
Senior engineers only.
No juniors billed as seniors. Every engagement is led by someone who's shipped this in production.
Boring tech when it works, new tech when it matters.
We don't chase hype. We also don't ignore real breakthroughs.
We build so you can maintain.
Every system we build comes with documentation, tests, and a plan for your team to own it.
Selective engagements.
We turn down work that isn't a fit. It's better for us and for you.
04 / Contact
Have a problem that fits?
We work with a small number of teams each quarter. Tell us what you're building — if it's a good match, we'll be in touch within 2 business days.