Disconnected systems.
Information dies between tools that don't talk — re-typed, half-synced, out of date. Every handoff invites human error, and nobody fully trusts the numbers.
AI-NATIVE STUDIO · DESIGN + AUTOMATION + INTEGRATION
AI Automation & Integration for teams that need to move faster.
We wire your tools, automate the work slowing you down, and ship real software your team owns — in 90 days. Design and engineering under one roof — and AI that augments your people, never replaces them.
★★★★★
4.9 / 5 · 40+ engagements
★★★★★
Trusted by founder-led to enterprise teams
THE BOTTLENECK
You don't have an AI problem.
You have a workflow problem.
Sales works. The team is the ceiling. Twelve tools that don't talk. Knowledge locked in three people's heads. Improvements that never stack. That's the bottleneck — and that's where we come in.
Too much of the work lives in heads.
The dispatcher who knows every customer. The estimator who remembers every margin. If they take vacation, the company stalls.
Efforts that don't compound.
New tools, new hires, process tweaks — each one helps, none of them stack. Wired together, the same work compounds: tighter operations, better margin, every win feeding the next.
THE FOUNDATION
AI doesn't fix a business. Wiring it does.
Before any model earns its keep, three things have to be true: your tools talk to each other, your process lives outside people's heads, and someone is measuring the work. We build that first.
01
Connect the tools.
CRM, inbox, calendar, invoicing, project boards — wired into one connected stack. Data moves itself between them. Nobody re-types anything, ever.
02
Systemize the work.
The way your best people do the job, written down as living SOPs — so quality stops depending on who showed up, and software can run the steps.
03
Optimize the operation.
With the plumbing in and the process on paper, we measure everything and automate what repeats. The machine gets faster every single week.
Then — and only then — AI has something real to stand on.
HOW IT WORKS
90 days. Four moves. You own the result.
Every engagement runs the same shape. No mystery box. You see every step, one team owns the result, and you keep everything we build.
01
WEEK 1–2
Diagnose
Walk the work. Map where hours, money, and decisions leak today. Score by impact and shortlist the first move — together, with evidence.
02
WEEK 2–4
Architect
Sketch the system. Data, tools, handoffs, humans-in-the-loop. Commit to a baseline number we're going to move — before we touch code.
03
WEEK 4–10
Build & Integrate
Wire the stack. Automate the workflow. Ship a working slice every two weeks in real conditions — not sandbox demos.
04
WEEK 10+
Scale & Own
Train the team, instrument the metrics, write the runbook. Hand the keys over. Point us at the next bottleneck when you're ready.
WHAT WE DO
One team. AI at the core.
AI automation and integration is the practice we lead with — and the reason design and engineering come along. Brand to backend, built under one roof.
ENTERPRISE · AI SERVICES & PROCESS
The foundation that makes enterprise AI actually work.
Everyone wants agents. The teams who get there first get their data right underneath — modeled, governed, and consistent across every ERP, region, and business unit. We build that foundation, and the process and team capacity that keep it moving.
Explore Enterprise AIFive rungs. Climb in order.
Most teams jump to rung four — the model, the agent, the dashboard. That's why most AI bets don't pay off. Climb in order and every rung makes the next one cheaper.
LEVERAGE
LEAK
CLICK ANY RUNG TO EXPAND · SCROLL TO ADVANCE
GET A READ BEFORE WE TALK
Two free scans.
Ten minutes each.
Each runs a live analysis on your business and gives you something concrete to push back on — whether or not we end up working together.
SCAN 01
AI Readiness scan
We auto-detect your business, then score you across positioning, conversion, operational leverage, and AI-readiness. Ten minutes. PDF report. No sales call required.
SCAN 02
AI Visibility scan
Where do you show up when buyers ask AI? We probe Perplexity, ChatGPT, and Claude with real buying questions and grade your share of voice. Five minutes. Free.
SELECTED WORK
Real systems. In production.
A small set, deliberately. The full archive sits behind a conversation — ask.
Georgia Powder Coating — a front office that runs itself
Method CRM, Zapier, and Claude wired into one connected shop — with the team trained to run it.
Yottaa — a product vision the board said yes to
Current-state truth, future-state concepts, and a phased UX roadmap for the e-commerce performance suite.
Roster — built in our own incubator
One of six GFW Labs products — designed, named, and shipped in-house on our AI-native stack.
Exhibitus — AI for the experience builders
Connected tools and Claude workflows for the team that designs and builds brand experiences.
More work, on request. Healthcare, fintech, consumer, education, gov — deeper case studies available under NDA.
Ask for the deck →OUR PHILOSOPHY
Technology changes.
People don’t.
The best systems amplify human potential instead of replacing it. We don’t bring AI in to cut people out of the work — we bring it in to hand them back their time, their judgment, and their craft.
AUGMENT · ACCELERATE · NEVER REPLACE
FROM THE JOURNAL
Field notes on what’s next.
Positioning, conversion, AI workspaces, and the systems companies grow into — written from live engagements, not theory.
Intelligence that creates momentum.
Momentum isn't luck — it's a system we build. Thirty minutes, no deck pitch: we walk your top three bottlenecks and what it would take to fix the first one.