AI SaaS Development
AI features that earn their place in the product.
The interesting question isn't "how do we add AI?" — it's which feature actually makes the product more useful. I help founders figure that out, then build it.
AI-powered workflows
Built for product context
Production-minded
Implementation focus
Real user value
Not just demos
Who this is for
Want to add AI features to an existing SaaS product
Are building an AI-first product and need a strong technical partner
Want practical AI workflows, not just a demo
Need help deciding what should and should not be powered by AI
This is not for vague "add AI somehow" projects with no user problem behind them.
The problems I solve
A lot of AI products look impressive in a demo, but fall apart in real usage.
Messy chat or copilot UX that confuses users
Weak retrieval, search, or document workflows
Automation ideas that sound smart but break real operations
Poor integration between AI functionality and the rest of the SaaS app
What you get
The scope depends on your product stage, but the output is always practical and production-ready for real user workflows.
AI product strategy and feature scoping
Chat and copilot-style product experiences
Document understanding and summarization workflows
Semantic search and knowledge retrieval experiences
AI automation for admin, internal tools, and repetitive ops tasks
Frontend, backend, prompt design, guardrails, and fallback behavior