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Process How we work

Discover. Prioritize. Build. Scale.

A method built around one principle: leadership should get a decision early, and capital at risk should stay small until the return is proven. Here is what happens at each stage, what you receive, and where you decide whether to continue.

01

Discover

2–4 weeks · Fixed scope

We spend time with the people who run your operations — not just leadership — and map how work, data and money actually flow. Interviews, system walkthroughs, process observation, data inventory.

  • Operational and data landscape map
  • Long list of candidate opportunities
  • Baseline metrics for each
  • Constraints: security, regulatory, change capacity
02

Prioritize

1–2 weeks

Each candidate is scored on financial impact, feasibility and risk. We build an ROI model with assumptions exposed, recommend a sequence, and tell you plainly which ideas to drop.

  • Ranked opportunity portfolio
  • ROI model and payback targets
  • Build / buy / wait recommendations
  • Roadmap and executive briefing

Decision point. You can stop here with a complete strategy, or proceed into Build with us or another partner.

03

Build

6–16 weeks per workstream

Senior engineers ship production systems in fixed-scope increments. Each workstream has a baseline, a payback target, an owner on your side and a date. If a target isn’t going to clear, we say so and stop.

  • Working software in your environment
  • Evaluation, monitoring and audit trails
  • Training and documentation for your team
  • Measured results against the baseline

Decision point. Results are reviewed against the model from Prioritize before any further workstream begins.

04

Scale

Ongoing

Proven systems are hardened, extended to adjacent processes, teams or portfolio companies, and governed. Fractional leadership keeps the roadmap owned and the investment paced to results.

  • Quarterly roadmap and opportunity reviews
  • Governance and risk policies that fit your size
  • Vendor and model decisions
  • Hiring support when you’re ready to internalize

Principles What stays constant

How we protect your capital.

  • 01

    Every opportunity has a number before it has a team.

    No build starts without a baseline, a payback target and an owner who will be measured on it.

  • 02

    Senior people, start to finish.

    The engineers who scope the work are the engineers who ship it. No bait-and-switch to junior staff after the sale.

  • 03

    Fixed scopes, visible decisions.

    Each stage ends in a decision point where you can stop, redirect or continue — with everything we’ve produced in your hands.

  • 04

    You own everything.

    Code, data, prompts, evaluations and infrastructure live in accounts you control. We don’t hold your systems hostage.

  • 05

    Humans stay in the loop where judgment matters.

    We design review queues and controls into every system that touches customers, money or compliance.

  • 06

    We will tell you not to do it.

    If the economics don’t clear, the honest recommendation is to wait. We would rather lose a project than build one that fails.

Engagement models How this is priced

Scoped to the opportunity, not the hour.

— Start here

Two ways to find out whether AI is worth your money.

Neither one is a sales pitch. Both end with a written point of view you can act on with or without us.

30 minutes · No cost

Discuss a Strategy Call

A working conversation about where AI could plausibly move your P&L — and where it probably can’t. You’ll leave with a clear next step.

Schedule a call → 2–4 weeks · Fixed scope

Request an AI Opportunity Assessment

A structured review of your operations, data and systems that produces a ranked list of opportunities with payback estimates and a build plan.

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