Everyone says AI will change your business.
No one will say which parts.
We do. One problem. One week. One prototype.
Bring us your hardest problem. Within a week you'll see a prototype solving it.
The First Win Session
Bring the work that drags: the proposal built by hand every week, the questions your best people answer on a loop, the knowledge that lives in one head. We stack-rank your hardest problems together and pick the one a build can win.
You leave with your starter 3x Playbook:
One problem. One week. One prototype.
You leave with a prototype your team has touched and the complete 3x Playbook.
Prototype, then production.
We take the prototype the Sprint proved and make it production. Your team stays in the room, and every system ships with its own quality test, re-graded as volume grows.
Two rules govern every engagement.
Work must show a 3x return on the client's own numbers, or it is cut. Our proposals face the same test before the client ever sees them.
Every system is graded against the client's best person's work, before it ships and continuously after. Below that bar, nothing ships.
We hand over the script.
Every 3x Playbook includes the exact method we use: how to map the drag, how to price it, how to run the week, how to define good and test against it. You can run a Sprint without us; some clients do.
And it reaches past the one workflow: workforce enablement, training, and iterative sprints, so the whole organization rises with it. Either way, the playbook is yours to keep.
Playbook
Where the week usually starts.
Every business drags somewhere different. These three come through the door most.
The decks, PDFs, and forms your team retypes by hand become drafts in minutes: reports, summaries, filings.
The knowledge living in two irreplaceable heads becomes something the whole team can ask, with the same twenty questions answered once.
Follow-ups, quotes, and personalized proposals start from a first draft built on your own past work, not a blank page.
Miles Sebesta, Principal
Fifteen years shipping software, four of them architecting production AI systems; MBA. Led R&D at Bitwise Industries and built AI diligence tooling for Kapor Center Investments. The Principal leads every Sprint.
You'd be working with the person who builds.
Miles built the fund's AI diligence platform: decks and PDFs become finished reports in minutes rather than weeks. He trained fund managers and portfolio executives across twenty-one funds to run it themselves.
Miles took OnwardUS from idea to live in ten days, mid-pandemic: an ML-powered job and resource platform that served 800,000+ displaced workers. Recognized by Governors Newsom and Polis.
The questions owners ask.
Which of my problems is AI good at?
Work that repeats, is written down, or lives in one head.
Will my client data leak?
Not if the rules are written before the first tool. They're in your playbook.
How long until production?
The prototype takes a week. Production is scoped from it and starts when you say go; nothing ships below the quality bar.
What's hype?
Anything that cannot show 3x on your numbers.
Not ready to book? Run the numbers.
Four taps gets you a written read on where AI pays in your business, plus an ROI worksheet with your figures in it. If it comes in under 3x, it says so. Free either way.
what this workflow costs today. At 3x faster, $108,800 of it comes back.
A written read plus the ROI worksheet, prefilled with these numbers. Free either way.
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While you wait: the $497 session fee credits toward your Sprint.
One problem. One week.
One prototype.
559·321·7959, we pick up · hello@sebesta.co, answered same day