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Scope-based · Scope-based
AI integrations
Production-grade AI wired into your product. Not demos.
What you get
✓Custom AI feature integrated into your existing product
✓RAG pipeline with your own data (documents, knowledge base)
✓Chatbot or semantic search interface
✓Automated workflow triggers and actions
✓Production monitoring, rate limiting, and fallback handling
✓Cost optimization (model routing, caching, batching)
✓Testing suite with evaluation metrics
✓Integration documentation and handoff
What changes
→Automate repetitive work your team currently does manually
→Give customers instant, accurate answers from your knowledge base
→Ship AI features that actually work — not a demo that breaks at scale
→Measurable ROI: reduced support volume, faster onboarding, higher engagement
Ideal for
You have a product and customers, and you're ready to add AI that solves a real problem — not a chatbot bolted on for show. You want someone who understands both the ML and the engineering to ship something production-ready.
Ready to start?
Tell me what you're building. I reply within 24 hours with questions or a clear yes.
Start a project →