AI compliance + audit, built for businesses operating in Oakland.

Our goal is to give Oakland businesses a three-day weekend, so people can spend more time with their families and the people they love :)

The version of AI compliance monitoring that works for an Oakland 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.

What AI compliance monitoring actually does

AI that watches your forms, calls, contracts, and emails for compliance risk - Health & Safety, Privacy Act, Fair Trading, FMA. Flags issues before regulators or lawyers find them.

  • 01 Reviews documents and recordings against your obligations
  • 02 Risk scoring with explanations a manager can act on
  • 03 Auto-redacts personal info in records you share externally
  • 04 Audit-ready logs for WorkSafe, FMA, or Privacy Commissioner

Built on: Claude Vercel Postgres AWS S3

What you actually get

Every engagement is scoped and quoted up front. This is what is in the box.

How AI compliance monitoring compares

The two things most businesses do instead, and where each one runs out.

 Hiring for itAn off-the-shelf toolKiwi Dynamics
Fit to how you workFits perfectly, costs a salaryYou bend your process to suit the toolBuilt around the workflow you already run
Time to something usefulImmediate, and permanentQuick to switch on, slow to make fitA working slice in weeks, then hardened
Who owns the dataYou doThe vendor, on the vendor's termsYou do, in your own accounts
When it breaksThat person sorts it, if they are inA support queue and a ticket numberThe people who built it
What it costsA salary, every year, foreverPer seat, forever, used or notScoped and quoted up front

The Oakland context, plainly.

  • 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.
  • 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.

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How we build AI compliance monitoring for an 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. AI compliance + audit.

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How the work runs

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. Compliance review effort cut 70% with fewer escalations.

Not your typical AI agency.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

Try the calculator

*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

FAQ

When does AI compliance monitoring actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for an Oakland - so the savings start landing before the rest of the build is finished.

Do you do hourly billing or fixed price?

Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.

What's the realistic outcome for Oakland businesses?

Compliance review effort cut 70% with fewer escalations. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Will this run on our own infrastructure?

Yes, where it makes sense. AI compliance monitoring can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Vercel, Postgres, AWS S3 but the architecture supports your existing platform choices.

Ready to talk specifics?

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Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.