How we work

From problem to production, in weeks.

Most AI projects die in framing. Ours survive it. We agree the success metric before writing code, build against your real data from week one, and ship into production with a human in the loop. Fixed scope, fixed price, weekly demos — so you see progress in flight, never at the end.

How we work

From email to production
in weeks, not months.

  1. Day 0

    A real conversation

    15 minutes with a founder. No decks. We tell you honestly whether we can solve your problem, roughly how long, roughly what it costs.

  2. Week 1–2

    Frame the problem

    We map your data, set the success metric before writing a line of code, and agree on fixed scope and price. Most AI projects die in framing. We survive it.

  3. Week 2–6

    Build against your data

    Agents, pipelines, integrations — running live on your real systems. Weekly demos. You see progress in flight, never at the end.

  4. Week 6+

    Ship, measure, compound

    Production with ongoing learning. Month one is never the ceiling — the agent retrains weekly on closed-deal data.

What it looks like in the wild

The same four steps, three industries.

E-commerce · Pricing

Pricing drifting 8–12% below list across 14 tiers.

$2.4M recovered across fiscal year, 5 weeks kickoff to live.

Read the case
SaaS · Activation

Trials activated fine, never came back on day 3.

Onboarding rebuilt around re-engagement. 10× lift in paid conversion.

Read the case
Fintech · Decisioning

Underwriting rules from 2019 were rejecting good borrowers.

+12.4% approval uplift with no change in default rate.

Read the case
Go deeper

Want to go deeper? Read the full shipping log for pricing on e-commerce, activation on SaaS, or decisioning on fintech.

Start the conversation

Fifteen minutes.
A real answer.

You’ll get a straight read on whether we can solve your problem, how long it takes, and roughly what it costs. If we’re not the right team, we say so on the call — and usually point you to who is.

  • A founder on the call.
  • No deck. No sales theatre. No junior AE.
  • Written summary within one business day.
  • NDA on request, before we dig into anything sensitive.

15 minutes · with a founder · slots fill fast. We reply inside the hour.

Open the calendar on cal.com