About Mangrove
Experienced engineers, AI-native delivery, the output of a team — with none of the overhead.
One Domain, One Owner
Every engagement has a single owner with full context, working with AI, accountable for the outcome. No handoffs, no stand-ups, no status meetings. Just delivery.
The traditional model says you need a bigger team for a bigger project. More people means more coordination. More coordination means more overhead. More overhead means slower delivery and higher cost. The triangle of quality, speed, and cost forces you to pick two.
AI-native engineering breaks that triangle.
One experienced engineer working with AI holds the full architecture in their head. No context lost in handoffs. No decisions delayed by meetings. Every decision is made by the person who understands the whole system.
Need more capacity? We draw on a vetted network of senior engineers — each owning a bounded domain with the same model and the same accountability. It scales without adding overhead.
Quality
AI-native engineering produces comprehensive tests, documentation, and clean code as a byproduct of delivery — not as an afterthought.
Continuity
The code is always handover-ready. AI-native delivery produces comprehensive documentation as a byproduct. The process guarantees continuity, not the headcount.
Accountability
Fixed price. Clear spec. Money-back guarantee. We stand behind every engagement.
Why This Works
This model works because the people behind it have sat in the CTO and CIO chairs — built the teams, run the integrations, owned the outcomes. 20+ years across payments, energy, financial services, and cybersecurity. Cambridge Judge Business School. Edinburgh CS.
That experience, combined with AI-native tooling, is what makes fixed-price commitments possible — and what makes them safe. We wrote a manifesto about what changed and what it means.
Work with us
Send us your spec or book a call. We'll come back with a clear scope and fixed-price proposal — no obligation.