AI roadmap + plan, built for businesses operating in New York.

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

Most of our New York engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI strategy is then designed against the detail, not the shape.

What AI strategy actually does

A clear-eyed AI roadmap built for your business - not a generic deck. We sit with your team, map the high-value plays, and write the build order. You leave with a plan you could actually start tomorrow.

  • 01 On-site discovery with the people doing the work
  • 02 Ranked initiatives with ROI, effort, and risk
  • 03 Tool selection - not married to any vendor
  • 04 Phased 90-day plan you can execute or hand off

Built on: Claude Notion Miro Linear

What you actually get

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

How AI strategy 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

Where New York operators actually lose hours.

  • New York runs on finance, law, media and a professional services machine that bills by the hour - AI here earns its place by giving that time back, not by being impressive in a demo.
  • Wall Street firms, Big Law, and a media and advertising industry that never fully stops, all sitting on top of the highest labour costs in the country. New York teams want AI that survives contact with a real client deadline.

We work with teams across New York: Manhattan · Brooklyn · Queens · Midtown · Financial District · Long Island City.

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How we build AI strategy for a New York team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your New York business, so value lands before the build is finished. AI roadmap + plan.

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How the work runs

The outcome for New York teams

The shape of the result for New York teams: Most plans pay for themselves in the first build. Built on Claude, hardened with the rest of the stack as it scales.

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.

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*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

What's a typical engagement length for New York businesses?

Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.

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.

Anyone else in this space using AI strategy?

Plenty. Most plans pay for themselves in the first build. 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.

Can you work with our existing systems?

Yes. The default AI strategy stack we reach for is Claude, Notion, Miro, Linear, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.

Skip the pitch.

Tell us the workflow and we'll come back with what we'd build first.

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.