All services
02 · Service

AI products.

Ship AI-native products, not AI-flavoured features.

Full-stack product engagements for companies where the AI is the product, not a bolt-on. We design the experience, build the stack, deploy the models and run the service. You retain the IP and the customer relationship. We retain the runbook and the on-call rotation until you are ready to take operations in-house.

ProductEngineeringScale

What you walk away with.

  • A production AI product live with real users
  • Measured business outcome attached to release
  • Clean handover path when you're ready to operate in-house
  • Operating runbook and on-call until then

What we ship.

  • Product design - UX, data model, integration surface
  • Frontend, backend and model layer engineering
  • Deployment pipeline with staging and production environments
  • Observability, evaluation harness and incident runbook
  • Weekly scorecard review with product leadership

How the engagement runs.

  1. 01

    Scope

    Two weeks. Problem framing, success metrics, architecture sketch, build plan.

  2. 02

    Build

    6–12 weeks. Squad of product, engineering and ML delivering through weekly releases.

  3. 03

    Launch

    Controlled rollout, measurement against the scorecard, hypercare for the first month.

  4. 04

    Operate

    SLAs, on-call rotation, tuning against real usage. Handover when you're ready.

10 · Start here

Let’sbuildyoursystemnext.

Thirty minutes with someone who’d be doing the work. No slide deck, no intake form. We’ll tell you what’s feasible, where you’ll hit friction, and what we’d pick up first.

Response
< 24 hours
First read
No NDA needed
Bangalore / Remote
UTC ±12