I make AI work with your existing systems — RAG, agents, MCP — in weeks, not months.
Q&A assistants, knowledge bases, and support chatbots that actually work with your data. Chunking, hybrid search, reranking, citation accuracy — production-grade, not a demo.
Connect AI to your enterprise tools, data, and APIs via the Model Context Protocol. Give your AI assistants access to internal systems — securely and reliably.
Multi-agent orchestration, agentic workflows, and stateful AI systems. From design to production — agents that coordinate, recover from errors, and get things done.
Make your legacy codebase AI-ready. Strangler migrations, clean architecture, and integration patterns that let AI enhance what you already have — without a rewrite.
Your RAG pipeline hallucinates, your agents loop, your LLM integration is slow and expensive. I diagnose the problem and fix it — fast.
One call to understand your problem, define deliverables, and agree on a fixed price. No open-ended discovery phases.
1-4 weeks of focused implementation. Async updates, no meetings unless needed. 50% upfront, 50% on delivery.
Working code, documentation, and a walkthrough call. You own everything. No lock-in, no retainer required.
Tell me what you're building. I'll let you know if I can help — and what it would cost.
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