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One focused team,
fifty times the output

We implement AI into your daily operations and measure every result. Built for founders with real revenue and no patience for demos.

What We Do

AI is David's slingshot

We help you aim it.

Your competitors have bigger teams, bigger budgets, and enterprise software designed for companies ten times your size. We deploy AI directly into your operations. Not as a product you log into, but as capability your team wields every day.

How We Do It

We start where your team hurts

  1. 1

    Embed

    We sit with your operators. Not your IT team. The people who actually do the work.

  2. 2

    Find the Excel

    Every business has shadow processes. Spreadsheets, copy-paste routines, manual workarounds. That's where we start.

  3. 3

    Automate the pain

    We deploy AI to eliminate that specific friction. No grand architecture. Just the thing that makes tomorrow better than today.

  4. 4

    Follow the chain

    One solved problem reveals the next. We follow it until your operations run the way you always thought they should.

Your Scenarios

What could AI do for your business?

Enter your company name and we'll generate real scenarios in seconds.

ConstructionExample preview

Automated job quoting

6 hours/week saved

Turn site photos and measurements into accurate quotes without manual spreadsheet work.

Crew scheduling assistant

30% fewer scheduling conflicts

Match crew availability to job sites automatically based on skills, location, and project timelines.

Invoice follow-up system

15 days faster payment

Automatically send reminders and flag overdue accounts so nothing falls through the cracks.

Who It's For

Operator-led businesses with real revenue

  • 5 to 50 people, running on operations
  • Founder still close to the work
  • Competing against businesses with 10x your headcount
  • Team is working around the software, not with it

FAQ

Common questions

A dev shop builds what you spec. We discover what you need, starting with your frontline operators, not your requirements document. We call it forward deployed engineering. It means doing the work.

SaaS puts you in a box designed for the average company. We build around what makes your company different. Your competitive advantage isn't average. Why should your tools be?

We'd ask: is your team using it, or working around it? When engineers visit factory floors at Fortune 500 companies, everyone's using Excel. The gap between "we have a system" and "our team uses the system" is exactly where we work.

We start with one specific pain point, usually the spreadsheet or manual process that's costing you the most time. First deployment is typically weeks, not months. Then we follow the chain to the next problem.

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April 2026
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