California · Applied AI
AI efficiency audit in Oakland
For Oakland operators who want a working pilot in weeks, not a year-long programme.
What AI efficiency audit actually does
A two-week audit that maps your team's actual time spend, finds the 5 highest-leverage AI plays, and ships the first one. No vapourware, no 80-slide decks – just one working thing.
We've worked with enough operators in Oakland 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 AI efficiency audit project is sit with your team for a day before we propose anything.
- 01 Time-and-motion review of your top 5 workflows
- 02 Ranked AI opportunity list – ROI, effort, risk
- 03 One pilot shipped in week two, not a six-month roadmap
- 04 Fixed price, fixed scope, kept honest
Built on: Claude Notion Loom Linear Vercel
Why Oakland businesses choose this
Oakland runs on logistics, healthcare and a wave of businesses priced out of San Francisco – AI here means Bay Area capability without Bay Area rent.
Why Oakland businesses are a fit for this.
One of the busiest container ports on the West Coast, a major hospital network, and a growing tech and creative scene that moved across the bay for the rent. Oakland businesses want the same AI rigor as San Francisco without the San Francisco price tag.
We work with teams across Oakland: Downtown Oakland · Jack London Square · Temescal · Fruitvale · Rockridge · West Oakland.
How we build AI efficiency audit for a Oakland team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Oakland 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.
Find AI wins fast.
The outcome for Oakland teams
What changes for Oakland teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Average pilot saves 8 hours/week within 30 days of launch.
Average pilot saves 8 hours/week within 30 days of launch.
AI efficiency audit in Oakland – common questions
How long does AI efficiency audit take to ship for Oakland businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Oakland 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.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
Has this actually shipped for a real Oakland?
Yes. Average pilot saves 8 hours/week within 30 days of launch. We'll share comparable engagements on the call.
Who owns the code and the model setup?
You do, on delivery. We deploy AI efficiency audit 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.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
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.