California · Applied AI
AI knowledge base in San Diego
For San Diego operators who want a working pilot in weeks, not a year-long programme.
What AI knowledge base actually does
Your team's tribal knowledge, finally searchable. Upload your SOPs, training videos, past emails, and Slack threads – your team asks questions and gets answers with citations.
The version of AI knowledge base that works for a San Diego business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates – usually with fewer parts than the off-the-shelf pitch.
- 01 Ingests PDFs, Word docs, videos, Slack, Notion, Drive
- 02 Answers with citations back to source documents
- 03 Permission-aware – staff only see what they should
- 04 Detects stale docs and prompts owners to update
Built on: Claude Pinecone Vercel AI SDK Postgres MCP
Why San Diego businesses choose this
San Diego runs on biotech, defence and tourism, with a research base that rivals much bigger cities – AI here has to be precise enough for scientists and simple enough for a hospitality team.
What's different about doing this work in San Diego.
A dense biotech and life sciences cluster around Torrey Pines, a major naval presence, and a tourism economy built on year-round weather. San Diego businesses span from lab-grade rigor to hospitality speed, often in the same block.
We work with teams across San Diego: Downtown · La Jolla · Mission Valley · North Park · Chula Vista · Carlsbad.
How we build AI knowledge base for a San Diego team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your San Diego business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
Internal AI knowledge base.
The outcome for San Diego teams
The shape of the result for San Diego teams: New staff get to productive 3x faster – less senior-team interruption. Built on Claude, hardened with the rest of the stack as it scales.
New staff get to productive 3x faster – less senior-team interruption.
AI knowledge base in San Diego – common questions
How long does AI knowledge base take to ship for San Diego businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real San Diego businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
How do you price AI knowledge base engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most San Diego businesses are surprised how small the first cheque is.
Anyone else in this space using AI knowledge base?
Plenty. New staff get to productive 3x faster – less senior-team interruption. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.
Who owns the code and the model setup?
You do, on delivery. We deploy AI knowledge base into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too – we don't operate it from ours.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.