SYSTEMS FOR OPERATORS

Here’s what we know after a decade of building AI products—your people are the strategy.

That’s where we start. We turn operator intuition into business infrastructure.

MSO partners with small and mid-market businesses to map and redesign workflows, build and operationalize AI-native systems, establish governance and, importantly, teach your team to own it.

You know AI matters.
Where it fits is the hard part.

Start With a 15-Min Call
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Two men operating an old scientific or medical machine with gauges and controls, labeled as hazardous with a warning of 20,000 volts.

We get our clients time or money. Usually both.

  • Event revenue +96%

    — Retailer

  • Monthly revenue + 40%

    — Gym

  • 700+ hours saved

    — Commercial Drywall

Uber

•

Engel & Völkers

•

AM Drywall

•

Instacart

•

Bloomberg

•

All Day Kitchens

•

Compass Real Estate

•

Bloomlife Health

•

Sierra Electric

•

The Block Climbing

•

Uber • Engel & Völkers • AM Drywall • Instacart • Bloomberg • All Day Kitchens • Compass Real Estate • Bloomlife Health • Sierra Electric • The Block Climbing •

Where you are / How we help

Pick the one that fits.

Three doors.
Same practice.

  1. 01. Learn · No Pressure

    Just exploring.

    Free events, workshops, resources, and the weekly newsletter. No pitch, no pressure.

    Get the playbook
  2. 02. Owner-operator · Engagement

    I run a local service business.

    We find the one thing holding your operation back and build the fix. You own the system when we're done.

    Book an intro
  3. 03. Teams & orgs · Enablement + build

    I lead a team or org.

    We get your people using AI as a real operating tool — not a gimmick. And we build alongside you, not for you.

    Talk about enablement

The AI Readiness Model

Start with your people. End with your people.

The tech isn't the problem. We start with your people and leave it with them. Machine in the middle.

FromOperator intuition
ThroughBusiness infrastructure
IntoWorking AI & automation
ToOwned by your team
Across every stepDon't automate your edge.
The judgment, taste, and relationships that make you the obvious choice stay human. Always.
Without itYou automate the one thing that made your business worth choosing.
01 Start here

Your people

Operator intuition

The knowledge, judgment, and buy-in everything is built from. Your people are the strategy.

Operator knowledgeGoalsFrontline realityBuy-in
Without it

You automate a guess — and no one owns the result.

02

Your data

Clean, trusted data

Operator knowledge, captured and made trustworthy. One source of truth.

One source of truthOwnershipQA
Without it

Every step after inherits broken inputs.

03

Your workflows

Defined workflows

How the work moves, mapped once so it runs the same no matter who's on shift.

RoutingApprovalsHandoffs
Without it

AI runs on inconsistent inputs, returns inconsistent output.

04

Your AI & automation

AI & automation

Agents, copilots, and automations running in your real stack — production work, not pilots.

CopilotsAutomationsActions
Stalls when

The steps around it get skipped — then it dies in legal or IT review.

05 End here

Your people

Your team owns it

We teach your team to run it, improve it, and handle the exceptions — so the capability doesn't walk out the door when we do.

TrainingOwnershipException handling
Without it

You're renting capability instead of building it — dependent on a vendor forever.

↩ Measurement loop

Track what actually changed, then keep improving it.

We don't build it and walk. We're in it with you, wherever you are.

AI isn’t magic.

The operators who win with it aren't the ones who adopted it fastest. They're the ones who knew where to put it.

We help you figure out where.

Book a 15-Min Call →
Book a 15-Min Call →
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Why This Works

Hi, I’m Cris, Founder of MSO. I know what it costs to hold a business together with grit.

I've watched it happen at every level — scrappy startups, $100M operations, Main Street businesses doing $5M on a good year. The constraint looks different each time. The exhaustion doesn't.

15+ years building at Uber, Instacart, and IDEO taught me where systems break under pressure. It also taught me something nobody in the AI space wants to admit: most of it creates more work than it solves.

I’ve been building with AI since before it was a course topic. I know where it earns its place inside a real operation, and where it’s just noise dressed up as a demo.

That distinction matters.

What Our Clients Say About Working With Us

A black and white photograph of a man in a suit playing a clarinet.

"While working with MSO, we saw our event revenue increase by 96% and regular customer attendance jump 31%. But the personal shifts matter just as much—I'm paying attention to the data now and using it to create more business."

— Linda, Retailer

“Cris has the right tools, knowledge, and team to take a business to the next level of success.”

— John, Electrician

“Cris is the best. Her experience and intelligence are evident in everything she does. She is also ridiculously hard working and professional and will over-deliver on her promises.

— Matt, Gym Owner

“Cris and her team have helped us leverage new A.I. tools to our advantage. We have turned a stagnant data source into something usable and valuable. This is critically important for our business. ”

— Rachael, Real estate

"Cris has this ability to hear the important nugget buried in my many questions and wild ideas, then distill it into something actionable. With grace and humor."

— Jack, CONTRACTOR
THE FIX

Here’s how we do it:

We talk for 15 min.

1

Can't put your finger on what's wrong? That's what the call is for. You tell us what you're seeing, we'll tell you what we see. No homework before we've met.

We root cause the problem.

2

Not the symptoms you're chasing, the one thing underneath creating most of them. We name it in plain language, then point you to the path that actually fixes it. You’ll know which door is yours before you spend a dollar with us.

We fix it. Your team owns it.

3

We build the fix with your team, not behind a curtain. One target, one number to move. When we're done, the business runs right without you in the room. You're free to run it, and your life, exactly as you damn well please.

What changes after working with us

The leak is plugged—margin recovers, sales take off.

Hours come back—you stop being the bottleneck.

Your team runs the system—no new dependency.

You know exactly what’s working — and what to fix next.

Growth stops feeling like a thread — and starts feeling like a choice.

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Inaction has a price tag.

Two more years of this isn’t neutral.

The operator that doesn't figure out where systems and AI fit doesn't just stay stuck. They watch margins compress, lose good people to competitors who have figured it out, and make the same expensive mistakes with less runway to recover.

The problems don’t go away. It just gets more expensive.

Profit should fuel the life you want — not consume it.

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OUR Approach

Your business runs on three forces. Most operators have never seen them clearly.

Every owner-operator juggles three realities at once — what your customers expect, what your team and systems can reliably deliver, and what works financially without burning you out. When these three align, the business scales without breaking. When they don't, you get firefighting, margin leaks, and exhaustion.

Triangular diagram illustrating business success, with three sides labeled 'Business reality,' 'Customer reality,' and 'Delivery Reality.' The center contains text stating 'A business that scales without breaking,' emphasizing balanced realities.

  • What works financially without burning you out.

  • What your team and systems can reliably execute.

  • What clients actually expect from you.

Most operators feel all of this but can't name it. That's where I start: making the invisible visible, so you know exactly where the real problem lives and what to fix first.

Not ready to book a call? Start here.

In 5 short episodes, finally have language for what you’re experiencing — and a clear path to fix the one thing making everything else harder.

Built for operators who look like they have it together and are exhausted by what it costs to keep it that way.

15 minutes.

We’ll tell you what we see, what we’d fix first, and whether it makes sense to work together.

Book a 15-Min Call →
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