Startup talent.Without the hiring nightmare.
Engineers who've built and scaled startups from zero — now delivering yours. Full projects shipped in 3–4 weeks, with the speed and quality your runway demands.
Real results, real projects
Automating Client Reports with a Claude Skill + Custom MCP Server
Collapsed a week-long, hand-built quarterly reporting process into a Claude-powered pipeline an operator triggers in plain English — ingesting CRM and multi-platform ad data, computing a full metrics model, and assembling branded, chart-linked decks. What took a week of skilled work now runs in about 20 minutes, with consistent output anyone on the team can produce.
Building an AI-Powered Financial Agent for a Pre-Seed Fintech
Built a production-ready AI financial agent in 2 months that connects to Gmail, extracts and classifies financial data with >95% accuracy, and provides personalized insights through a conversational interface — running at just $100/month. The MVP helped raise $100k in pre-seed funding.
How AyuHealth Cut Insurance Processing from 5 Hours to 1 Hour with AI
Built an AI-powered document processing system handling 30,000+ medical documents daily with >95% accuracy — the core revenue engine behind AyuHealth's growth to Series C ($100M)
Built different. By builders.
AI System Stabilisation
Everyone is implementing AI — most of it fails in production. We diagnose why it breaks and engineer the guardrails, fallbacks, and monitoring that make it reliable at scale. Production AI that actually works.
Senior AI Engineers, Without the Search
Engineers who've built and shipped production AI systems — multi-agent pipelines, real-time inference, reliable at scale. The kind of AI talent startups spend 12 months searching for, available on your timeline without the equity ask.
ROI-First. We Own Outcomes.
We scrapped a full RAG pipeline mid-project because the startup didn't need it — replaced it with a lightweight CAG that multiplied delivery speed and production stability. Engineering decisions tied to real-world impact, not engineering vanity.
AI Cost Optimization
Full AI system audits that surface exactly where your spend is wasted. We cut AyuHealth's AI infrastructure costs by over 90% through smarter model routing, caching, and prompt architecture — with zero quality trade-off.
Let's make your AI actually work.
Book a discovery call. No pitch — just an honest conversation about where your AI is breaking and how to fix it.
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