California · Applied AI
Semantic search (RAG) in Anaheim
AI search over your data, built for businesses operating in Anaheim.
What semantic search (RAG) actually does
Search that understands intent, not just keywords. Your team types what they mean – and gets the right document, ticket, or product from across every system, with citations.
We've worked with enough operators in Anaheim to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any semantic search (RAG) project is sit with your team for a day before we propose anything.
- 01 Indexes Drive, SharePoint, Notion, Slack, your CRM
- 02 Returns answers with source links – no hallucinations
- 03 Permissioned so staff only see what they should
- 04 Re-indexes nightly so results stay fresh
Built on: Pinecone Claude Postgres pgvector Vercel AI SDK
Why Anaheim businesses choose this
Anaheim and greater Orange County run on tourism, hospitality and a dense manufacturing and tech corridor – AI here means never missing a booking during peak season.
What's different about doing this work in Anaheim.
A tourism economy built around major theme parks and a convention centre, layered on top of a genuinely large manufacturing and biotech base across Orange County. Anaheim businesses want AI that answers the phone and the booking form the moment demand spikes.
We work with teams across Anaheim: Anaheim Resort District · Platinum Triangle · Irvine · Santa Ana · Fullerton · Orange.
How we build semantic search (RAG) for a Anaheim team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Anaheim 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.
AI search over your data.
The outcome for Anaheim teams
If we build the right slice first, Anaheim teams feel the difference inside the first month. Average search time drops from 6 minutes to 12 seconds.
Average search time drops from 6 minutes to 12 seconds.
Semantic search (RAG) in Anaheim – common questions
How long does semantic search (RAG) take to ship for Anaheim businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Anaheim 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 semantic search (RAG) 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 Anaheim businesses are surprised how small the first cheque is.
Anyone else in this space using semantic search (RAG)?
Plenty. Average search time drops from 6 minutes to 12 seconds. 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 semantic search (RAG) into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Pinecone sits in your account too – we don't operate it from ours.
Ready to talk specifics?
Scroll up – the form's right there.
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.