Adoption numbers are a starting point, not a strategy. For a business in Maryland, the real question is which workflow is worth automating first, and that's the first call we have.
The usage picture
Maryland has an AI Usage Index of 1.06× — that's 1.06× more AI use than its population would predict (Anthropic Economic Index, March 2026).
Without Kiwi Dynamics
With Kiwi Dynamics
Maryland
Where AI shows up across work in Maryland.
- The same shape shows up everywhere: drafting emails and documents, coding and debugging, research and analysis, and answering questions over an organisation's own data.
How Kiwi Dynamics helps in Maryland.
We design and ship production AI — agents, automation, knowledge systems and voice AI — wherever you operate. We start with the one workflow costing you the most time, prove the return, then expand.
Talk to usThe outcome for businesses in Maryland
We'd call the engagement a success when businesses in Maryland are using the system without thinking about us. Maryland sits at 1.06× on the AI Usage Index, meaning 1.06× more AI use than its population alone would predict (Anthropic Economic Index, March 2026).
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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
When does AI actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a business in Maryland – 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.
Anyone else in this space using AI?
Plenty. Maryland sits at 1.06× on the AI Usage Index, meaning 1.06× more AI use than its population alone would predict (Anthropic Economic Index, March 2026). 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.
Will this run on our own infrastructure?
Yes, where it makes sense. AI can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Drafting emails and documents, Coding and debugging, Research and analysis but the architecture supports your existing platform choices.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
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.