I will build a production ai agent or rag system for your product


About this gig
Most AI features work in a demo and break in production. I build agents and RAG systems that hold up with real users, real data and real costs.
I'm a fractional CTO and AI systems architect with 15+ years shipping production SaaS. As FancyAI's co-founder and CTO, I led the technology behind FancyGEO, an AI visibility platform: a dual Claude + GPT engine on a research corpus of 40,000+ websites and 1,500+ sources, with 50+ paying customers and under 3% monthly churn.
Recent builds:
- An event-driven AI CRM: 41 workflows orchestrating 39 specialized agents, with a human review queue on every outbound draft. In active production use.
- A multi-agent engineering system that turns specs into tested code, validated by 725+ tests.
What you get:
- Retrieval, prompts and tools designed around your data, not a generic template
- Evals so you can see quality instead of guessing
- Cost and latency controls from day one
- Clean Python or Node.js code, deployed on AWS, with documentation
Not sure which package fits? Send me a message with what you're building and I'll tell you.
Get to know Jacob Ralph
Fractional CTO, AI Systems, Full Stack, Audits and Rescues
- FromUnited States
- Member sinceOct 2026
Languages
English
Other AI Development Services I Offer
FAQ
Do you work with OpenAI and Claude?
Yes. I have built systems that use both, including a dual Claude + GPT engine in production.
Will I own the code?
Yes. You get the full source code and documentation at delivery.
Can you work on my existing codebase?
Yes. I start by reviewing it and adapting to your stack and conventions.
