Builders and operators for the AI era
Modernizing the way you work.
We make your organization, humans and AI, work as one. We set the direction with your leadership team, build AI into the actual work, and hand you a system your company owns and your people run.
- Time to measured impact
- Six to eight weeks from kickoff, against a baseline agreed before anything is built.
- Who does the work
- Experienced business and AI practitioners. No bench, junior team, or handoff after the sale.
- What you keep
- The environment, models, workflows, applications, and documentation. No on-going SaaS license or per seat fee.
Why now
Everyone has AI. Almost nobody has the value.
The capability is here and it gets cheaper every month. The gap widens as AI keeps landing next to the business instead of inside it. Pilots that never touch a real workflow. Tools that add a login instead of removing a step. Roadmaps that age faster than they get approved.
The companies that succeed will not simply adopt AI tools. They will redesign themselves around intelligence.Salim IsmailAuthor, Exponential Organizations
What we believe
The system that runs your company is not your software. It is your people.
Ask how a job gets priced. Ask why that customer ships partial. Ask which invoice to chase first on a Monday morning. The answer is a name, not a screen.
That judgment is the most valuable asset in the business and the least protected. It sets the ceiling on how fast you can grow. It goes on vacation. Eventually it retires.
On one engagement, we lifted seventy-two business rules out of three people's heads and codified them, with those three people sitting next to us correcting the output. The order desk still runs the business, but it is no longer the only place the business is written down.
Where the rules live todayMost of the week is spent keeping systems in step. Illustrative.
Same team. More volume, faster answers, better decisions. Illustrative.
The point of it all
Give people back the part of the job that actually needs a person.
The judgment call. The customer who is upset. The exception nobody has seen before. The relationship that took nine years to build. Software should carry the retyping, the chasing, and the reconciling, because that was never anybody's best work and it is not why you hired them. We measure success in whether the company can grow without the work growing with it, and whether the people doing that work spend their day on something worth their judgment.
What it looks like
One screen. Every morning.
This is what a pilot looks like in 4 weeks. An accounts receivable command center, built on the company's own data, ranked on the rules we captured from the people who held them. The routine work is carried by software. A person decides on the accounts that need a conversation.
| # | Account and rule | Balance | Days | Next step |
|---|---|---|---|---|
| 1 | Northgate Dental GroupBroken promise · missed by 9 days | $18,240 | 47 | Call |
| 2 | Riverside Urgent CareDispute over 60 days · two sites dispute counts | $27,300 | 88 | Customer service |
| 3 | Hillcrest Surgical CenterRemittance, no funds · received 5 days ago | $22,480 | 51 | Call AP |
| 4 | Lakeview Family HealthRoutine reminder · terms plus 12 | $6,120 | 42 | Draft ready |
Northgate Dental Group
- Broken promise, the rule the AR lead applied by hand
- Balance above the call threshold you set
- A person decides. The draft is ready to send or edit
Where the value shows up
Three kinds of return, and most companies only chase the first one.
Cost and hours are the easiest to see and the easiest to sell, so that is where most AI programs stop. The larger returns are usually found by enabling growth and innovation. We scope every engagement against all three and say up front which one we expect to move first.
- 01 Productivity
Run it leaner.
Hours returned to the team. Cycle times cut. Errors, rework and expedites down. The cost of processing a transaction falling while volume rises.
Measured in hours, cycle time and cost per transaction - 02 Growth
Grow without adding.
The same team carrying more revenue. More of what you quote turned into work, more of what arrives actually quoted, and promise dates that hold up well enough to win the next order.
Measured in revenue per head, quote volume and on-time delivery - 03 Innovation
Build what you could not before.
Work that was uneconomic last year and is ordinary now. New products, new service models, and offers built on data you already own and never used.
Measured in new offers shipped and revenue from data you already hold
What we do
We set the direction and then we build it.
Most firms do one or the other. The strategy houses write the roadmap and hand it to somebody else. The build shops wait for a spec and never question it. We do both, which is why the outcome is ours to defend.
- 01
Executive Alignment & AI Direction
DaysHands overAn agreed ambition, where AI goes first, and who owns it. - 02
Strategic Roadmap
Two to four weeksHands overA sequenced portfolio with a value case per wave. - 03
Value Discovery
Two weeksHands overA scored backlog and an agreed baseline. - 04
Pilot Build
Four to eight weeksHands overA working system and a measured number. - 05
Scale & Integrate
Per waveHands overConnected workflows across your systems, wave by wave. - 06
Run & Govern
Ongoing, or hand it overEnds withA system that stays current, or a clean handover.
Strategy firms stop after two. Build shops start at three and never ask why. You approve one stage at a time, and every stage is fixed fee.
Security, compliance and governance
Built for environments where accuracy is critical.
We design this first, because it decides what we are allowed to build. Our founding partner has spent fifty years inside the aerospace and defense supply chain, where a process counts only once it has been verified. We work to that standard everywhere, because most of our clients turn out to need it once they look.
Your data stays yours.
Everything runs inside your environment or your tenancy. Your drawings, programs, financials and customer data never train a public model and never leave your boundary.
Controls you can demonstrate.
Role based access, approval thresholds you set, a person in the loop where it matters, and a full audit trail on every automated action. Every one of them auditable on request.
Built to your framework.
Informed by NIST 800-171 and CMMC for defense work, AS9100 for quality records, and your own information security policy wherever it is stricter than any of them.
Governed after go live.
Model and rule versioning, drift monitoring, a named owner for every automation, and a quarterly review of the whole AI portfolio against the value it was meant to deliver.
The proof
Three examples of the work.
Client names are held in confidence, which is also how we will talk about you. The industries, the constraints and the numbers are real.
We put the order desk's judgment into software.
Hundreds of purchase orders a day, re-keyed by a three person desk into a legacy ERP. 72 business rules codified and one-click posting.
A new ERP, built around how the business should run.
US arm of a global brand, growing fast on disconnected applications, data and SaaS tools with no system of record. A greenfield ERP delivered by our agentic stack, with custom integrations in place of paid middleware.
An AR command center on their own data.
Collections chased by hand across spreadsheets and systems, with growth ahead and a lean AR team. Forecast, risk, priority and next action in one view.
Where we play
Where we go deepest.
Industries where the work is regulated, the systems are old, and the judgment lives in people. Our founders have run and advised businesses in each of them, and the discipline from the most demanding one travels to the rest.
Aerospace & Defense
AS9100 and first article, certificates of conformance, supplier quality, controlled and export sensitive data, and high mix low volume production.
Precision & Industrial Manufacturing
RFQ to quote, routers and travelers, scheduling to a promise date you can keep, and the gap between what the system says about WIP and what is on the bench.
Hospitality & Travel
Guest and group demand, pricing and revenue decisions, property operations and the service exceptions that decide whether a guest comes back.
Automotive & Aftermarket
Order intake across every format, dealer and distributor service, parts availability, and systems of record that keep up with growth.
Healthcare & Life Sciences
Revenue cycle and collections, scheduling and capacity, documentation that regulators will read, and data that stays inside your boundary.
Supply Chain & Logistics
Procurement and expediting, inventory truth, promise dates that hold, and one accurate picture of every open order across systems.
Principles
Four principles, each one an operating rule.
Modernize.
We work with the systems you already have. The legacy ERP is usually load bearing and usually stays. What changes is the work in front of it.
Trust.
Your data stays in your environment and never trains public models. Guardrails, access control and a full audit trail, built to your framework and demonstrable on request.
Value.
We take the baseline before we build and measure against it after. If the number does not move, we say so out loud.
Adaptability.
Short iterations, working output at every step, and you steer what comes next. Nothing is built behind a curtain.
Start here
Get the leadership team aligned. Then pick one workflow.
Some clients start with a day in a room and leave with an agreed direction. Others already know the workflow that is costing them and want it built. Either door works, and both end in the same place, which is a measured return and a system you own.