Orbi RAG
Internal knowledge agent with hybrid retrieval over Notion + Slack + Linear. Cuts onboarding research from days to minutes.
The brief.
Internal knowledge agent with hybrid retrieval over Notion + Slack + Linear. Cuts onboarding research from days to minutes.
The problem
New hires lose days hunting for answers scattered across Notion, Slack, and Linear — and so does everyone they interrupt.
What I built
An internal knowledge agent with hybrid retrieval across Notion, Slack, and Linear. It grounds answers in the real source docs and is tuned for the messy, cross-tool reality of a working company's knowledge.
The result
94% answer accuracy across 12,000 indexed docs, and onboarding research dropped from three days to half a day. Tribal knowledge became searchable.
Hybrid retrieval like this is core AI architecture work. Want one for your team? Book a call.
Loved by founders at every stage.
Real words from the people I've shipped websites, automations, and AI systems with.
I had a website project and it was handled very gracefully. I'm happy with the work and will be doing more jobs with him. Thank you!
Really great and helpful! Took on direction really well and was flexible with changing timelines. Overall, would work with him again!
