AI-first product studio · Agents, LLM products, automation
Senior AI engineers who design, build, and scale AI products end to end, for startups launching their first product and enterprises putting AI into production. Agents that clear the ops backlog. LLM features your users can trust. MVPs that go live in weeks.
30 minutes. Leave with a scoped plan and an honest estimate, whether or not you hire us.
01 Trusted by teams shipping in production
We build with the best
02 Three things we ship
Most agencies sell capabilities. We sell outcomes, and we tell you which one of these you actually need on the first call.
Custom agents and automations for the repetitive work your team is buried in: support queues, document processing, back-office workflows, reporting. Built around your systems, grounded in your data, with guardrails and evals so they hold up unattended.
We design, build, and ship a working AI product in 4 to 8 weeks: the LLM features, the retrieval layer, the UX, and the infrastructure. Something you can put in front of users and investors. Not a slide deck.
We slot in as your senior team to add AI to what you already run, or to ship the things your in-house team doesn't have bandwidth for: mobile apps, AR and VR training, blockchain products, infrastructure, and scale.
Not sure which one fits? Book a free discovery call and we'll tell you in the first ten minutes.
Inside a large organisation?
Same senior team, enterprise rules: phased with go/no-go gates, security review at every checkpoint, and every agent owned by you.
Knowledge agents that cite their sources, recurring business briefs, and automations with human review, inside Microsoft 365 or your own cloud.
See how it runs → Learning & people teamsAssistants for early-careers programmes, learning journeys, policy questions, and learner support, on top of the LMS you already run.
See where it helps →Built in by default
Anyone can wire a model to a chat box. We ship the parts that make it hold up once real users and real data arrive: evaluation, guardrails, cost control, and observability, from the first sprint.
03 More clients
04 How we work
We dig into the problem before writing a single line of code: users, constraints, edge cases, where AI actually helps, and what success looks like.
Tight UX flows, technical architecture, and a delivery plan you can actually trust. No black boxes.
Senior engineers shipping production-grade code with security, observability, evals, and tests baked in from day one.
We stay involved past launch: performance tuning, model and cost tuning, hardening, and iteration on real user signals.
05 Selected work
A selection of products we've delivered across AI platforms, defence and aerospace, climate tech, exchanges, Web3, NFT marketplaces, mobile, and web: current live work plus shipped engagements that are no longer running.
Coordination layer for AI agents: every employee's agent can hand work to a teammate's agent, with identity, deadlines, and a receipt on every hand-off.
Indian defence and aerospace company working on indigenous design, manufacturing, training, and aviation consultancy for autonomous systems.
Net-zero building systems, as seen on Shark Tank India: factory-made, flat-packed ThermoFused wall panels built from recycled ocean-bound plastic, with a performance audit for every design.
End-to-end NFT marketplace and Avalanche-based trading card game: minting, listings, auctions, and creator payouts.
Consumer-friendly crypto exchange with staking, savings products, and a referral program built for retention.
AR/VR experiences and immersive content production: from concept and 3D capture through to shipped applications.
Block explorer and analytics dashboard for a custom L1 network: transaction, address, and validator views.
Crypto and event-ticketing platform with NFT-backed access passes and resale controls.
The discovery call
Most people arrive with an idea and a lot of open questions. You leave with three things, whether or not you ever hire us.
What we'd build first, what we'd deliberately leave out, and why. The version that gets you in front of real users fastest.
A realistic range for time and cost, from the engineers who would do the work. No sales layer in between.
Whether AI is even the right tool for your problem. Sometimes it isn't, and we'll say so before you spend a rupee or a dollar.
No pitch · No deck · No follow-up sequence
Straight answers
We're a product studio that designs and builds AI-powered software: custom agents and automations, LLM-powered products and MVPs, and the engineering around them. We also ship mobile apps and Web3 products for teams that need senior engineers.
No. We cover product, design, engineering, and deployment end to end. If you do have a team, we work alongside it. Either way you get clean code, docs, and infrastructure that you own.
A first AI automation typically lands in 2 to 4 weeks. A full MVP in 4 to 8. We scope in the first week so you get a real estimate, not a guess.
Whatever fits the job. We work across Anthropic, OpenAI, Google, and open-weight models, and route between them by task, cost, and latency. The stack is usually TypeScript or Python, Postgres with pgvector, and your own cloud.
We build evaluation sets from your real data before launch, add guardrails for the actions the system is allowed to take, and set up monitoring so regressions are caught by us, not discovered by your customers.
You talk, we ask questions. By the end you have a scoped plan, a realistic estimate, and a straight answer on whether AI is the right tool for the problem. No pitch, no deck, no follow-up sequence. If it's a fit, we send a written summary and you decide.
That's the normal starting point. Bring the problem, not a spec. Turning a vague brief into a buildable plan is most of what the call is for, and you keep the plan either way.
Fixed-scope projects are quoted after the discovery call. Ongoing engineering is a monthly retainer. Either way you get a real number before you commit to anything, and we'll tell you what you don't need us for.
One 30-minute call. You leave with a scoped plan, an honest estimate, and a straight answer on whether AI is the right tool. Whether or not you hire us.
Book a free discovery call