AI consulting + custom engineering, end-to-end.
We help organisations move from AI curiosity to AI advantage — through honest strategy, sharp engineering, and teams that actually ship.
Consulting and custom build, end-to-end. We embed with your team, deliver working systems, and leave your people stronger than we found them.
From strategy through enablement, we cover the full arc of AI realisation.
Find the bets worth making. We audit your data, processes, and ambitions to produce a sequenced AI roadmap your board will actually fund.
Two-to-four-week sprints that turn an idea into a working prototype your team can poke at — before a single architecture decision is locked in.
Custom AI agents, copilots, and end-user applications built on the right model for the job. Production-grade from day one.
Fine-tuning, retrieval pipelines, evaluation harnesses. We make general models behave like specialists in your domain.
Connect AI to the systems your business actually runs on — ERPs, CRMs, data warehouses, internal tools. Everything ops needs.
We don't disappear after launch. Workshops, documentation, and on-call advisory until your people own the system end-to-end.
We believe in building systems that work, not relationships that depend on us.
We embed with your team, show progress weekly, and ship to your infrastructure — not ours.
We listen, we audit, we map your AI surface area. Output: a written, honest assessment of where AI helps and where it won't.
Co-design the solution with your team — model choice, integrations, evaluation plan. You leave with a spec, not a sales deck.
Our engineers ship to your environments. Your engineers learn. Weekly standups in the chat thread you already use.
We instrument, document, train your team, and remain on call until you ship to production without us.
We started UdyogLabs because the people building AI should be willing to use AI on themselves.
Operator and product leader. Has spent the last decade scaling technology businesses across India and SE Asia, with deep experience translating boardroom intent into engineering reality.
Engineer and AI builder. Has shipped production ML systems at consumer scale and led applied AI teams. Believes most AI projects fail at evaluation, not modelling.
An AI agent. Uriel handles research, drafting, and operational coordination across UdyogLabs engagements — a working demonstration that AI doesn't have to be a separate department.
The questions we get every week from teams and boards. Honest answers, no theatre.
Every question gets a reply from a founder inside 4 hours. Get us on Telegram or email.
Ask us →Both, but we don't sell shelfware. Consulting frames the work; engineering delivers it. Every engagement ends with running systems, not a recommendations memo.
From series-A startups to listed enterprises. The constraint isn't headcount — it's seriousness about shipping. We typically take 3–5 engagements at a time, so we stay selective.
Founded in India. Engagements span India, the UK, the US, and Singapore. Remote-first, with on-site time where the work demands it.
Uriel is a structured AI agent we built internally. They coordinate research, drafting, and meeting prep across our engagements. Clients see Uriel's outputs daily; humans remain accountable for every decision.
A 30-minute call. If there's fit, a 2–3 week paid discovery sprint. We never ask for a multi-month commitment before we've proven we can deliver.
Depends entirely on the workload. We've built on Claude, GPT-class, and self-hosted Llama/Mixtral. Our evaluation harness drives the choice — not vendor relationships or licensing optics.
All client work runs in client infrastructure or isolated tenants. We don't train on client data. Standard NDAs and IP assignment per engagement. SOC 2 Type II underway.
Time-and-materials for discovery and build, with optional outcome-linked milestones once scope is clear. We publish indicative ranges on intro calls — no opaque enterprise pricing theatre.
Book a 30-minute intro call. If we're a fit, we'll outline a discovery sprint and indicative pricing inside a week. If we're not, we'll tell you who is.