Clients
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A fractional product and engineering practice that works inside your team, from architecture to shipped features. Then your team runs it.
For founders and product teams building new AI products, or clearing the debt in an older stack.
A full product on AWS for $20 to $50 a month that holds as you grow, with CI/CD nobody has to babysit.
Off the stack that slows you down, with infra costs down $100 to $1,000+ a month.
Voice, agents and multi-model systems built in from the start, not bolted onto an old stack.
One experienced CTO doing the work of a senior team, with no headcount added. Everything lives in your repo and your cloud.
We map what to refactor and what to rebuild, then help you ship it at AI speed.
Claude Code, OpenAI Codex and agentic loops from day one, so there is no debt to rip out later.
Founders, product and design can now prototype in an afternoon. Getting that into your real stack is where teams stall. Labs is where both sides learn to build together.
Go from a rough idea to a working prototype your users can click, in days, then decide what is worth building for real.
Claude Code, OpenAI Codex and Cursor, wired into specs, evals and review, so speed comes from the system and not one person.
Shared habits and handoffs, so a prototype becomes a spec engineering can ship instead of a demo that gets rebuilt.
An ads agent inside their own platform that drafts creative and pushes to Meta within a daily budget cap.
Built from zero, with a 3x cost reduction and 99.99% uptime.
$20K MRR in year one, then rebuilt as the model landscape shifted.
Matured product strategy and roadmap, and spun up a Labs workstream.
Built from zero, with every delivery under 60 minutes.
AI voice-over across 4 languages and 100,000+ words.
Ships AI-native products end to end, from Fortune 500 to startups. ReachAll, JetWriter and Tryo.
Runs a team of Claude-certified developers. Ships production software, not prototypes.
Group PM at African Leadership Group (10x scale) and Reforge. Leads product strategy for Cloudforce and Mindset Copilot.
Book 30 minutes with David and Vedansh. Bring the product and where you want it in six months.
Book a call