AI implementation, judged by revenue, margin and time
Start with the number you want to move. We find where AI changes it, build it in small releases and report each one against a baseline. Starting a new product, or taking an AI-built app to real users? Our MVP development sprints cover that.
AI implementation
For CEOs, CROs, CFOs and COOs at startups and private US companies that want to move fast.
We start from the number, revenue, margin or hours, find the part of the system that holds it back and put AI there. Every release is reported against a baseline set before anything is built.
MVP development
For a new product, or an app you’ve already built with an AI tool. You own the code and the accounts.
- New product MVP →A working MVP: one core workflow, tested with real users twice, deployed on accounts you own.
- Vibe-coded app to production →The core workflow of a Lovable, Replit, Bolt, v0 or Cursor app taken to production (auth, data access, secrets, tests, deploys and monitoring), with a plan for the rest.
How we work
Every offer runs on the same two phases. Weak ideas die in the first week; the rest ship in small, measured releases.
- 1
Discovery & Validation
Problem discovery
Analytics, customer research and user interviews come before any code. An AI agent can build the wrong thing as fast as the right one, so you leave knowing which problem, once solved, adds the most new revenue.
- Analytics
- Customer research
- User interviews
Prototype validation
AI tools make a working prototype cheap. We put one in front of real buyers, with the messaging and content around it, before you pay for the full build, so weak ideas die in the first week.
- Working prototype
- Messaging and content
- Real buyers
- 2
Deliver, Continuously
Custom production apps
Apps and features built by a US team directing AI coding agents in harnesses Cosmic built itself, shipped in small, frequent releases. Recent builds include an agent control plane that merged 23 PRs in one 8-hour run for $1.42.
- US team
- AI coding agents
- Small, frequent releases
Search and AI-answer marketing
Messaging, SEO and paid campaigns written to show up in Google and in the answers ChatGPT, Perplexity and Google AI Overviews give, and judged by booked demos and pipeline. Our publishing engine launched six content sites in 45 days.
- SEO
- AI answers
- Paid campaigns