Launch a product with AI, not a dev team

The cost of testing a product idea collapsed. What took a development team and six months now takes AI coding tools and days. If you know what to build and what to skip.

This guide covers the honest version. What AI coding tools genuinely handle. Where you still need specialists. How to ship a test before you spend real money.

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What you can really build

AI coding tools build real products now, not prototypes with training wheels. This list is what actually ships from sessions and custom builds.

All real code. All owned by you.

01
Client portals: login, status, documents, messages
02
Booking and scheduling tools shaped to your business
03
Internal dashboards pulling your numbers into one screen
04
Marketplaces and directories at MVP scale
05
Working prototypes real users can click, not mockups

When AI tools are enough, and when they aren’t

Enough: internal tools, MVPs, portals, and most products under a few thousand users. AI coding tools write real code, real databases, real logins. This stopped being a toy a while ago.

Not enough: heavy real-time systems, unusual compliance regimes, or products whose core value is a proprietary algorithm. If you’re there, you’ll know. And you can still prototype the rest first.

Test demand before you build the real thing

The MVP’s job is one question: will anyone pay? A landing page plus a thin working version answers it in a week.

Ship it to twenty real prospects. Charge something, even a little. Interest without a credit card is a compliment, not a signal.

The one-session version

In a hands-on session we build your first version together with Claude Code. You describe. We ship. You learn to keep iterating alone.

Prefer to hand it off? Custom builds cover strategy, design, brand, and working product. Either way you own everything.

The toolkit

Real coding tools, driven in plain English. Claude Code carries most builds. Codex, Open Code, and Cursor each earn a spot depending on the project.

PRICING // COLLIN INC.
1-ON-1 SESSION$1,800.00

YOU AND ME. VIRTUAL OR IN PERSON. BRING THE PROBLEM. LEAVE WITH A WORKING TOOL.

TEAM WORKSHOP$1,000.00 ea

THREE PEOPLE MINIMUM. EVERYONE WORKS ON REAL TASKS FROM YOUR BUSINESS.

CUSTOM BUILDfrom $7,000.00

STRATEGY, DESIGN, BRAND, PRODUCT. WE BUILD IT FOR YOU. YOU OWN IT.

HAVE A QUESTION? EMAIL ME

Questions

A thin working version in days. In one session we usually get a clickable, real product started together.
Learn-by-building sessions are $1,800. Done-for-you builds start at $7,000, quoted per project.
Completely. Code, accounts, product. No lock-in to me or to an agency.
For portals, dashboards, and MVPs, yes, when someone who knows what good looks like reviews it. That review is part of every build.
Great problem. The MVP proved demand, and you rebuild the hot spots with specialists using real revenue instead of guesses.
Not to find out if the idea works. Test with AI tools for a fraction of the cost first. Hire when scale demands it.

Book a session

Here’s what to do. Send an email. Pick a time, virtual or in person. Show up with the thing that’s been nagging you.

No prep. No homework. No awkward sales call. One session. Bring the problem. Leave with the solution.

let’s talk

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