The AI operating partner

Practical AI for businesses that have outgrown workarounds.

We find the recurring work that costs you time or revenue, then build the right system around it. Your operation sets the agenda.

Meet Prax, our own AI concierge.

Prax answers questions about how we work and can book an intro call. It is a small example of the focused systems we build for clients.

Ask anything about what we do, how engagements work, or whether your operation is a fit — and book the intro call right here when you’re ready.

Where AI helps

Start with the work that keeps slowing the business down.

  • Slow proposals and quotes

    Every proposal starts from scratch and waits on the same senior person. AI drafts the first version so that person can review it.

  • Knowledge trapped in inboxes

    Important context sits in PDFs and email threads. AI helps the team find it when a client or colleague needs an answer.

  • Manual documentation

    Project notes, status reports, and compliance documents are still written by hand. AI drafts the routine parts for your team to review.

  • Coordination overhead

    Schedule changes and client updates move quickly. AI keeps handoffs consistent and makes the next step clear.

  • Missed follow-up

    Leads, estimates, and renewals go quiet. AI flags the next follow-up before the opportunity is lost.

  • Inconsistent workflows

    The same task gets done several ways, creating rework and missed steps. AI can guide the team through one process and flag exceptions.

Our approach

We start with how your business runs.

We look for recurring work that delays revenue or consumes senior time. Then we decide whether AI is the right tool for it.

01

Start with the bottleneck

We look for recurring work that consumes time or holds up revenue.

02

Choose the first project

Quoting, scheduling, reporting, document handling, and inbox triage are often good places to start.

03

Stay commercially grounded

A change has to save more time or money than it adds in complexity.

Who it's for

Established businesses where growth has made the work harder to coordinate.

Private aviation

Schedules and client updates change quickly. AI helps teams keep handoffs clear as the day moves.

Engineering & AEC

Project notes, reports, and proposals consume senior time. AI can draft and organize the routine work.

Professional & advisory services

Intake, research, and client deliverables are often assembled by hand. AI gives advisers more time for the work clients hired them to do.

Multi-site clinics & specialty care

Intake and documentation vary across locations. AI can make the process more consistent while preserving the controls healthcare requires.

How to start

Start with a conversation or a working session.

Start with a short fit check or book a fixed-scope AI Roadmapping Session. The session ends with a roadmap you own.

No cost · 15 minutes

Intro Call

Tell us which work is slow or costly. We will tell you whether AI can improve it and whether we are the right team to help. No prep required.

Fixed price · 2 days on-site

AI Roadmapping Session

We come to you and watch how the work runs. You leave with a written account of what is slowing the operation and a prioritized roadmap of the changes worth making.

The roadmap gives you a clear first move, even if you choose to build it with another team.

Worth it, or your money back.

After the roadmap

From a roadmap to a working system.

The roadmap identifies the first workflow to improve. We can then build a focused pilot and operate the system as the business changes.

01

AI Roadmapping Session

Fixed price · 2 days on-site

We find the work worth improving and give you a roadmap you can use with us or on your own.

02

Workflow Pilot

30–45 day build

We build one workflow around a clear measure and a rollback path, then prove it with your numbers.

03

Operating Partner

Ongoing · monthly retainer

We run the system, measure the result, and improve it as the business changes.

How we build

Systems you can inspect and control.

We log how the system works, test its output, and keep a person in control of consequential decisions.

Trace every decision

Model calls, tool calls, source material, and human overrides are logged for review.

Test each workflow

Each workflow has its own test set, so we can catch a drop in quality before customers see it.

Governance

Role-based access, audit trails, data policies, and version control are part of the build.

Human approval

A person approves consequential decisions until the system has proved it can handle them safely.

Book the intro call

A short conversation to test the fit.

Every engagement starts here, including the Roadmapping Session. Pick a time that works and you’ll get a calendar invite with a video link.

Questions

Straight answers.

What do I actually get?+

A written account of where work stalls and a prioritized AI roadmap. It explains what to address first and what each change could improve. The roadmap is yours to use with us or on your own.

What if you don't find anything worth doing?+

If AI would add more complexity than value, the roadmap will say so. That answer can save you from buying the wrong tool or funding the wrong project.

How much of my team's time does it take?+

We spend about two days on-site with little preparation from your team. Most of the time goes to observing the people who do the work.

Is our data safe?+

We treat your information as confidential. Access controls, audit trails, and data policies are part of how we design each system.

Do I have to commit to anything after?+

No. The roadmap is yours. If you want us to build the first workflow, we will scope a focused pilot. There is no further commitment.

What does it cost?+

The session has a fixed price, with no hourly billing. If you don't feel it was worth the cost, we refund your payment in full.

Start here

Find the first workflow worth improving.

Start with a 15-minute intro call or book the AI Roadmapping Session.

Fixed price · worth it, or your money back