End-to-end automations, built for businesses operating in Chicago.

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

The version of business automations that works for a Chicago 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 business automations actually does

The small repetitive things that quietly eat your week - done automatically. Quote follow-ups, job confirmations, review requests, supplier orders, weekly reports. Set once, runs forever.

  • 01 Audit your existing workflow before automating anything
  • 02 Built on n8n, Make, or custom code - whatever fits
  • 03 Real monitoring and alerts when something breaks
  • 04 Documentation your team can actually read

Built on: n8n Make Zapier Vercel Functions Cloudflare Workers

What you actually get

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

How business automations 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 Chicago operators actually lose hours.

  • Chicago runs on logistics, manufacturing, finance and a genuinely diverse industrial base - AI here means fitting into operations that were already running lean before AI existed.
  • A major freight and logistics hub, a deep manufacturing base, and a futures and options trading industry with zero patience for anything slow. Chicago businesses want AI that respects an operation that already runs tight.

We work with teams across Chicago: The Loop · River North · Wicker Park · Lincoln Park · Evanston · Naperville.

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How we build business automations for a Chicago team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Chicago business, so value lands before the build is finished. End-to-end automations.

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How the work runs

The outcome for Chicago teams

If we build the right slice first, Chicago teams feel the difference inside the first month. Average client recovers 12 hours/week within the first 60 days.

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

What's a typical engagement length for Chicago 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 business automations?

Plenty. Average client recovers 12 hours/week within the first 60 days. 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 business automations stack we reach for is n8n, Make, Zapier, Vercel Functions, Cloudflare Workers, 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.

Worth a conversation?

Even if you don't end up working with us, you'll leave the call knowing what's worth building.

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.