Everyone’s talking about AI.
You need someone who ships it.
Focused development sprints that turn your AI ambitions into working software. Real tools, real code, deployed and ready to iterate — in weeks, not quarters.
01 — The Problem
Your backlog is full of AI ideas.
None of them are shipping.
The tools exist. The models are good enough. Your team has the domain expertise. But somewhere between “we should use AI for this” and working software, everything stalls.
You don’t need a 6-month AI strategy. You don’t need another proof-of-concept that never leaves staging. You need someone who knows the tools, picks the right ones, and builds.
02 — Why Spotchangers
They say a leopard can’t change its spots.
We think that’s nonsense.
The businesses that win aren’t the ones with the biggest teams or the deepest pockets. They’re the ones that adapt — that see the shift happening and move before they’re forced to.
AI is that shift. The tools are here, the cost of building has collapsed, and the gap between companies that use AI and those that don’t is widening every month.
Spotchangers exists to help you close that gap. Not with theory or strategy decks, but by building working software alongside your team — and leaving you equipped to keep going without us.
Change your spots. Change the game.
03 — The Sprint
AI Development Sprint.
Ship in weeks, not quarters.
I embed with your team for 1–2 weeks. We pick a real problem, build a real solution, and ship it.
Duration
Investment
DAYS 1–2
Problem scoping. We align on what to build, what tools fit, and what “done” looks like. No ambiguity going into the build.
DAYS 3–8
Build. Working alongside your team using agentic development workflows, off-the-shelf AI tools, and whatever gets us to deployed fastest.
DAYS 9–10
Ship, handoff, and teach. Your team gets the code, the documentation, and the know-how to keep iterating without me.
AFTER
Two weeks of async support. Questions answered, edge cases handled, quick fixes made. You’re not left on your own.
Scope and pricing depend on complexity. We’ll figure that out in a 30-minute call before anything starts. No surprises.
04 — Capabilities
Agentic Development
AI-assisted coding that compresses weeks into days. Claude Code, Cursor, Copilot — wired into the build process properly, not just autocomplete.
AI Integration
LLMs, embeddings, RAG, tool-use agents. Practical AI plumbed into your product where it actually solves a problem. No science projects.
Team Enablement
Your team learns by building alongside me. You keep the tools, the workflows, and the confidence to ship the next one without help.
05 — The Operator
I’m Steve.
I build things that work.
15+ years shipping software products, leading engineering teams, and building under real constraints. Now I help companies move fast with AI — using the tools that exist today, not the ones the hype cycle promises for next year.
Not a consultant. Not an agency. An operator who embeds with your team and builds alongside you.
06 — How I Work
This isn’t consulting.
This is building.
No decks. No discovery phases. No steering committees. No weekly status calls where nothing gets decided.
I work like a founder, not a vendor. I’ll challenge assumptions, move fast, and tell you when something won’t work — before you waste time building it.
The goal: ship something real, teach your team to run with it, get out of the way.
07 — Fit Check
DEPLOY IF
- → You have a real problem and want working software, not a report
- → Your team can move fast when someone clears the path
- → You want to build AI capability in-house, not outsource it indefinitely
- → You value pragmatism over perfection
ABORT IF
- → You need a 50-page AI strategy document before writing a line of code
- → Decisions require four layers of sign-off
- → You want to “explore AI” without a specific outcome in mind
Ready to change your spots?
Let’s build.
Tell me what you’re trying to solve. If I can help, I’ll tell you how. If I can’t, I’ll tell you that too.
GET IN TOUCH →hello@spotchangers.com