DOC · HOW WE ENGAGE

Scope. Build. Ship. Operate.

A named process with a human on the calls that matter.

SCHEMA4 STATIONS · 1 LINE
SIGN-OFFHUMAN, WHERE IT COUNTS
OWNERSHIPEVERYTHING TRANSFERS TO YOU
TERMINATES AT/START
  1. STATION 01

    Scope

    One call, then a written plan: the use case, the data, the integration points, the number it has to move.

    1,322
    automations mapped across 30 industries. Scoping starts from patterns we have already builtTEAM EXPERTISE DATASET

    MANIFEST

    • D-01Written plan
    • D-02Integration map
    • D-03Success metric
  2. STATION 02

    Build

    Principals build. Weekly demos on your data, not slides.

    522
    commits on one production systemCREATIVE OS · PARIK

    MANIFEST

    • D-01Weekly demos
    • D-02Eval suite
  3. STATION 03

    Ship

    Into your stack, your infra, your access controls, with evals and monitoring wired in.

    13
    pipeline states in one shipped production FSMIN-HOUSE AD PLATFORM

    MANIFEST

    • D-01Deploy into client stack
    • D-02Monitoring
    • D-03Runbooks
    Human in the loop

    Routine work auto-executes. Decisions that would be expensive to get wrong route to a named human reviewer, with context and an audit trail.

  4. STATION 04

    Operate

    We run it with you until it's boring. Then we hand it over, or keep operating it.

    16M
    decisions per month, operated for 5+ yearsCITIBANK · SHASHWAT

    MANIFEST

    • D-01SLAs
    • D-02Tuning
    • D-03Handover

Where we draw the line

What we won't do.

The clearest signal of what a studio is good for is what it refuses. These are ours.

BOUNDARIESNON-NEGOTIABLE
  • B-01We won't let AI make a consequential decision alone.
  • B-02We won't rip out your system of record.
  • B-03No free pilots.
  • B-04No equity-only deals.
  • B-05No strategy decks without a build behind them.
  • B-06No engagements where the math doesn't work.

Before you write in

Questions we get.

The answers are the same ones we give on the first call. If yours isn't here, ask it there.

  • FAQ-01How does an engagement start?

    With one call. Then a written plan: the use case, the data, the integration points, and the number it has to move. No strategy decks without a build behind them.

  • FAQ-02Who actually does the work?

    Four named principals: Parik Ahlawat, Arpit Jhamb, Nikhil Bery, and Shashwat Verma. Principals build; no juniors on production systems. You see weekly demos on your data, not slides.

  • FAQ-03Do we have to replace our existing systems?

    No. We layer; we don't migrate. We build from scratch or integrate into the stack you already run (CRM, inbox, docs, ads, ops), and we won't rip out your system of record.

  • FAQ-04Does the AI make decisions on its own?

    Routine work auto-executes. Decisions that are expensive to get wrong route to a named human reviewer with context attached and an audit trail. We won't let AI make a consequential decision alone.

  • FAQ-05Do you work with startups and small teams?

    Yes. Use cases big and small: from a single workflow to a full platform, idea-stage to in-production. One form takes all requests, and a principal reads every brief.

  • FAQ-06What do we get at the end of each phase?

    Scope delivers a written plan, an integration map, and a success metric. Build delivers weekly demos and an eval suite. Ship deploys into your stack with monitoring and runbooks. Operate covers SLAs, tuning, and handover.

  • FAQ-07What happens after launch?

    Ship isn't the end. We run the system with you until it's boring. Then we hand it over, or keep operating it.

  • FAQ-08What does it cost?

    Pricing is scoped per engagement on the first call. There's no pricing wall on the site. Two boundaries hold either way: no free pilots, and no equity-only deals.

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Tell us the use case.

Big or small, custom or straightforward. One call to scope whether there’s a fit, and what it takes to ship.

Book a callA principal reads every brief.