Understanding comes first

We ask before we build. Most of the value is in the questions.

If I had an hour to solve a problem, I’d spend fifty-five minutes on the question.

Often credited to Albert Einstein

Most of the market has flipped that around. People spend the hour producing, then look at the pile and wonder why they have less time than before. We spend our time on the question.

The walk · one to four days

We learn how your business actually runs.

A Principal spends one to four days inside your business, depending on its size, with you and the people doing the work. Not an analyst with a checklist. Someone who’s run a company.

We follow the spine of it, from the first hello with a customer to the money in the bank, and we ask your people how their critical work really gets done.

Book a 30-minute call
A warehouse worker carrying a box between the shelves

What you get from the walk

  • The drawing

    Every step of your business, shaded by the hours it takes and how settled it is.

  • Your team’s view next to yours

    A view into how work actually gets done, compared to how you think work is completed.

  • The forecast

    Your week now, your week after, and the work that gets you there.

Plate 04, the operating map, redactedA redacted operating map of a real company. Twenty-four numbered station cards run along one spine, from the first lead to the review. Each card carries a mark for how it should run, a five step ladder showing where it stands today and where it should be, and a bar for how heavy it is. The four heaviest are shaded. Station 19, final inspection, is a gap: nobody walked it. A rail holds purpose, values, the customer and the ten year, redacted. A foundation names the systems everything runs on: the pipeline, the project system, the proposal tool, the estimating tool and the books.EXAMPLE OPERATING MAPPURPOSEVALUESTHE CUSTOMERTHE TEN YEARRedacted for publication.1 · Lead comes in. How it should run: judgment stays human. Today: Chaos. Target: Defined.1Leadcomes in2 · Research. How it should run: needs a decision written down. Today: Defined. Target: Managed.2Research3 · Feasibility. How it should run: needs a decision written down. Today: Implemented. Target: Managed.3Feasibility4 · Site visit. How it should run: needs a decision written down. Today: Defined. Target: Managed.4Site visit5 · First sketch. How it should run: judgment stays human. Today: Chaos. Target: Defined.5Firstsketch6 · Design request. How it should run: needs a decision written down. Today: Defined. Target: Managed.6Designrequest7 · Design. How it should run: part and part. Today: Implemented. Target: Managed.7Design8 · Pricing. How it should run: judgment stays human. Today: Defined. Target: Managed.8Pricing9 · Partner terms. How it should run: judgment stays human. Today: Chaos. Target: Defined.9Partnerterms10 · Proposal. How it should run: runs without a person. Today: Implemented. Target: Managed.10Proposal11 · Contract. How it should run: judgment stays human. Today: Defined. Target: Managed.11Contract12 · Pre-build check. How it should run: part and part. Today: Managed. Target: Managed.12Pre-buildcheck13 · Handoff to operations. How it should run: judgment stays human. Today: Implemented. Target: Managed. One of the four heaviest.13Handoff tooperations#14 · Engineering. How it should run: judgment stays human. Today: Managed. Target: Managed. One of the four heaviest.14Engineering15 · Permits. How it should run: runs without a person. Today: Defined. Target: Managed.15Permits16 · Ready to build. How it should run: judgment stays human. Today: Implemented. Target: Managed.16Ready tobuild17 · Scheduling. How it should run: needs a decision written down. Today: Chaos. Target: Managed.17Scheduling18 · The build. How it should run: judgment stays human. Today: Managed. Target: Predictable. One of the four heaviest.18The build19 · Final inspection. How it should run: nobody walked it.19FinalNobodywalked itinspection20 · Billing. How it should run: part and part. Today: Chaos. Target: Managed.20Billing21 · Service. How it should run: part and part. Today: Implemented. Target: Managed.21Service22 · Purchasing. How it should run: part and part. Today: Defined. Target: Managed.22Purchasing23 · Inventory. How it should run: runs without a person. Today: Managed. Target: Managed.23Inventory24 · Review. How it should run: judgment stays human. Today: Chaos. Target: Managed. One of the four heaviest.24ReviewHOW IT SHOULD RUNJudgment, stays humanNeeds a decision written down Runs without a personPart and partNobody walked itHOW HEAVYHours it takesThe four heaviestTHE LADDER · TODAY AND TARGETChaosDefinedImplementedManagedPredictableWhere it stands today, and where it should beDRAWN FROM A REAL SURVEYNames, systems and figures removed.The RailThe Foundation| What all of it runs onPIPELINEPROJECT SYSTEMPROPOSAL TOOLESTIMATING TOOLTHE BOOKSPlate 04, the operating map, redactedA redacted operating map of a real company. Twenty-four numbered station cards run along one spine, from the first lead to the review. Each card carries a mark for how it should run, a five step ladder showing where it stands today and where it should be, and a bar for how heavy it is. The four heaviest are shaded. Station 19, final inspection, is a gap: nobody walked it. A rail holds purpose, values, the customer and the ten year, redacted. A foundation names the systems everything runs on: the pipeline, the project system, the proposal tool, the estimating tool and the books.EXAMPLE OPERATING MAPThe RailPURPOSEVALUESTHE CUSTOMERTHE TEN YEARRedacted for publication.1 · Lead comes in. How it should run: judgment stays human. Today: Chaos. Target: Defined.1Leadcomes in2 · Research. How it should run: needs a decision written down. Today: Defined. Target: Managed.2Research3 · Feasibility. How it should run: needs a decision written down. Today: Implemented. Target: Managed.3Feasibility4 · Site visit. How it should run: needs a decision written down. Today: Defined. Target: Managed.4Site visit5 · First sketch. How it should run: judgment stays human. Today: Chaos. Target: Defined.5Firstsketch6 · Design request. How it should run: needs a decision written down. Today: Defined. Target: Managed.6Designrequest7 · Design. How it should run: part and part. Today: Implemented. Target: Managed.7Design8 · Pricing. How it should run: judgment stays human. Today: Defined. Target: Managed.8Pricing9 · Partner terms. How it should run: judgment stays human. Today: Chaos. Target: Defined.9Partnerterms10 · Proposal. How it should run: runs without a person. Today: Implemented. Target: Managed.10Proposal11 · Contract. How it should run: judgment stays human. Today: Defined. Target: Managed.11Contract12 · Pre-build check. How it should run: part and part. Today: Managed. Target: Managed.12Pre-buildcheck13 · Handoff to operations. How it should run: judgment stays human. Today: Implemented. Target: Managed. One of the four heaviest.13Handoff tooperations14 · Engineering. How it should run: judgment stays human. Today: Managed. Target: Managed. One of the four heaviest.14Engineering15 · Permits. How it should run: runs without a person. Today: Defined. Target: Managed.15Permits16 · Ready to build. How it should run: judgment stays human. Today: Implemented. Target: Managed.16Ready tobuild17 · Scheduling. How it should run: needs a decision written down. Today: Chaos. Target: Managed.17Scheduling18 · The build. How it should run: judgment stays human. Today: Managed. Target: Predictable. One of the four heaviest.18The build19 · Final inspection. How it should run: nobody walked it.19FinalNobodywalked itinspection20 · Billing. How it should run: part and part. Today: Chaos. Target: Managed.20Billing21 · Service. How it should run: part and part. Today: Implemented. Target: Managed.21Service22 · Purchasing. How it should run: part and part. Today: Defined. Target: Managed.22Purchasing23 · Inventory. How it should run: runs without a person. Today: Managed. Target: Managed.23Inventory24 · Review. How it should run: judgment stays human. Today: Chaos. Target: Managed. One of the four heaviest.24ReviewThe Foundation| What all of it runs onPIPELINEPROJECT SYSTEMPROPOSAL TOOLESTIMATING TOOLTHE BOOKSHOW IT SHOULD RUNJudgment, stays humanNeeds a decision written down Runs without a personPart and partNobody walked itHOW HEAVYHours it takesThe four heaviest#THE LADDER · TODAY AND TARGETChaosDefinedImplementedManagedPredictableWhere it stands today, and where it should beDRAWN FROM A REAL SURVEYNames, systems and figures removed.Plate 04, the operating map, redactedA redacted operating map of a real company. Twenty-four numbered station cards run along one spine, from the first lead to the review. Each card carries a mark for how it should run, a five step ladder showing where it stands today and where it should be, and a bar for how heavy it is. The four heaviest are shaded. Station 19, final inspection, is a gap: nobody walked it. A rail holds purpose, values, the customer and the ten year, redacted. A foundation names the systems everything runs on: the pipeline, the project system, the proposal tool, the estimating tool and the books.EXAMPLE OPERATING MAPThe RailPURPOSEVALUESTHE CUSTOMERTHE TEN YEARRedacted for publication.1 · Lead comes in. How it should run: judgment stays human. Today: Chaos. Target: Defined.1Leadcomes in2 · Research. How it should run: needs a decision written down. Today: Defined. Target: Managed.2Research3 · Feasibility. How it should run: needs a decision written down. Today: Implemented. Target: Managed.3Feasibility4 · Site visit. How it should run: needs a decision written down. Today: Defined. Target: Managed.4Site visit5 · First sketch. How it should run: judgment stays human. Today: Chaos. Target: Defined.5Firstsketch6 · Design request. How it should run: needs a decision written down. Today: Defined. Target: Managed.6Designrequest7 · Design. How it should run: part and part. Today: Implemented. Target: Managed.7Design8 · Pricing. How it should run: judgment stays human. Today: Defined. Target: Managed.8Pricing9 · Partner terms. How it should run: judgment stays human. Today: Chaos. Target: Defined.9Partnerterms10 · Proposal. How it should run: runs without a person. Today: Implemented. Target: Managed.10Proposal11 · Contract. How it should run: judgment stays human. Today: Defined. Target: Managed.11Contract12 · Pre-build check. How it should run: part and part. Today: Managed. Target: Managed.12Pre-buildcheck13 · Handoff to operations. How it should run: judgment stays human. Today: Implemented. Target: Managed. One of the four heaviest.13Handoff tooperations14 · Engineering. How it should run: judgment stays human. Today: Managed. Target: Managed. One of the four heaviest.14Engineering15 · Permits. How it should run: runs without a person. Today: Defined. Target: Managed.15Permits16 · Ready to build. How it should run: judgment stays human. Today: Implemented. Target: Managed.16Ready tobuild17 · Scheduling. How it should run: needs a decision written down. Today: Chaos. Target: Managed.17Scheduling18 · The build. How it should run: judgment stays human. Today: Managed. Target: Predictable. One of the four heaviest.18The build19 · Final inspection. How it should run: nobody walked it.19FinalNobodywalked itinspection20 · Billing. How it should run: part and part. Today: Chaos. Target: Managed.20Billing21 · Service. How it should run: part and part. Today: Implemented. Target: Managed.21Service22 · Purchasing. How it should run: part and part. Today: Defined. Target: Managed.22Purchasing23 · Inventory. How it should run: runs without a person. Today: Managed. Target: Managed.23Inventory24 · Review. How it should run: judgment stays human. Today: Chaos. Target: Managed. One of the four heaviest.24ReviewThe Foundation| What all of it runs onPIPELINEPROJECT SYSTEMPROPOSAL TOOLESTIMATING TOOLTHE BOOKSHOW IT SHOULD RUNJudgment, stays humanNeeds a decision written down Runs without a personPart and partNobody walked itHOW HEAVYHours it takesThe four heaviest#THE LADDER · TODAY AND TARGETChaosDefinedImplementedManagedPredictableWhere it stands today, and where it should beDRAWN FROM A REAL SURVEYNames, systems and figures removed.
A real operating map, anonymous. One spine, twenty-four steps, first contact to money in the bank. Point at a card to read it.

Philosophy, governance, standards

We make AI make sense for your business.

Most owners get a taste of what AI can do and buy licenses for the whole company. With no philosophy and no governance behind it, what comes back is volume nobody owns, and the bill arrives before anyone can say what it bought. We start somewhere else, with three things most firms skip.

01.

Philosophy

What AI is for in your business,
and what it isn’t.

  • We write down what your company believes these tools are for, and what they’ll never be used for.
  • Most of a good business stays human, and we say exactly where.
  • Every choice after this one gets checked against it.

You’ll feel itYour people hear the why before they ever see a tool.

02.

Governance

Who decides, settled before anything runs.

  • One person inside your company owns it. We name them with you, and we train them.
  • Who approves a tool, where your information lives, and whether it’s ever used to train anything.
  • What happens when something goes wrong, written down before it does.

You’ll feel itNobody’s guessing who’s accountable.

03.

Standards

How the work gets done on an ordinary Tuesday.

  • How each person works with the tools, day to day, in their own seat.
  • Nothing that matters leaves the building until a person has checked it.
  • It sounds like your company, never like a machine.

You’ll feel itThe work comes out the same way every time, and it sounds like you.

Most firms start with the tools.
We start here, and it’s why working with us feels different.

The day your team takes their seats

We walk your whole team through the change.

A new way of working lands on people, and some of them quietly wonder what it means for their job. We say that out loud. The day starts with what the work is for, then the foundations, then the tools, at a pace people can carry, and everyone leaves with their own work already running.

It’s a human day on purpose. Handwritten notes, good food on the table, a book to take home. Small things, chosen because the day is about people.

A cable-stayed bridge over open water

Counsel · the firm on call

A thought partner in AI, who does this every day.

Every owner we talk to is trying to work out what to do about AI, and plenty are being led somewhere strange. Our team spends every day on where the tools are, what’s next and what actually works, for our own companies and for yours. Keep us the way you keep your lawyer and your accountant.

  • 01

    Implementation associates

    Set your people up and stay with them.

  • 02

    Forward deployed engineers

    Build the tools your business needs.

  • 03

    AI systems architect

    Makes sure it’ll stand.

  • 04

    Design architect

    Makes everything look and feel like yours.

  • 05

    Financial systems engineer

    Wires your books into the rest.

  • 06

    Principal AI Architect

    Thinks it through with you.

One architecture, learned to the bottom

We’re an Anthropic shop.

We build on Claude, and that’s a commitment to one architecture learned all the way down rather than a preference between vendors. A team that changes platform every quarter never gets past crawling, and pays for the switch every time. Yours won’t.

We come back

Once a year, we walk the land again.

A Principal walks the business with you the way we did the first time, because your business kept moving. Nothing about it is a subscription. You can stop in any month, and everything you own keeps working.

If this reads like you

Let’s talk.

Book a 30-minute call