We make operators fluent in AI.

Weekly coaching for service and operations businesses — then the systems you could not build alone. Operators, not advisors.

№ 001Who we serve

Operations businesses that do the work.

Service operators, shops, and distributors — businesses with real work moving through them every day, where AI and better software have the most to give back.

The fit test is simple. Could your operations run more efficiently with AI?

№ 002What we care about

The work we focus on.

Every engagement is some combination of these four, in this order. If what you need falls outside them, we will say so on the first call.

01
Discovery worth paying for on its own

We go deep on how the business actually runs — the work, the money, where the pressure shows up. Most owners find that exercise worth it before anything gets built. You come out with a partner who understands the business, a clear read on the outcomes worth going after, and an engagement shaped around what you need — not a fixed package.

Discovery
02
Understand the business before the technology

AI is not the point. Margin, capacity, and the thing that keeps you up on Sunday night are. We learn how you make money before we suggest anything that changes how you make it.

Diagnostic
03
Your people fluent, not dependent on us

The win is your team spotting a broken process and fixing it themselves. Weekly sessions, one capability at a time, until someone on your payroll can teach the next person without us in the room.

Coaching
04
Software only when it pays for itself

Sometimes the answer is a habit, not an app. When the process is clear and the savings are real, we build it. When they aren't, we say so and keep coaching.

Projects
№ 003What we offer

We get inside the work and find what is broken.

We find the processes that waste your team's time and margin, then help you fix them. If nothing is truly broken, we will say so.

01The Room

Learn with other operators.

A small group of owners who implement, not spectate. You bring real work from your business. We stay with it until it is running.

Ask about the room
02Coaching

Make your people fluent.

Weekly sessions inside your company. One capability at a time, with follow-through until it sticks — so your team can spot and fix broken processes themselves.

See how coaching works
03Projects

Build only what pays back.

When a broken process is clear and the savings are real, we build the system. Variance agents, workflow tools, focused apps — priced on value, not busywork.

See what we build
№ 004Projects

The work nobody should still do by hand.

Pick your industry. See the builds that catch what slips before it costs you.

№ 004Projects

The work nobody should still do by hand.

Pick your industry. These are the agents and tools we build to recover margin — catching variance, ending manual loops, shipping in weeks.

A contract was supposed to pay Tuesday. It is Thursday and nobody flagged it.

An agent watches expected collections against what hit the account. When something slips, it queues the exception for a human — before the week gets away from you.

  • 01Expected vs received payment alerts
  • 02Exception queue for ops and accounting
  • 03Works for GCs and subcontractors alike
SHIPPED
~2–3 weeks
SAVED
Margin points

Thirty feet of drywall was due Tuesday. Field evidence says it never showed.

Compare POs and schedules to what the field actually shows — photos, video, site scans. Catch the miss while you can still recover the job, not in a month-end surprise.

  • 01Plan vs field evidence checks
  • 02Material and install exception queues
  • 03Human review before anything is trusted
SHIPPED
~2–3 weeks
SAVED
Time + margin

The cracks are in the back office too — AP, payroll, marketing spend.

Same idea off the jobsite: find accounting mismatches, HR and IT slips, marketing spend that does not match booked work. Percentage points of margin from catching what used to hide.

  • 01AP / AR discrepancy flags
  • 02Process exceptions across HR, IT, marketing
  • 03Read-only until the rule proves itself
SHIPPED
~2 weeks
SAVED
Hours back

Don't see your exact problem?

These are examples — not a menu. If a workflow is costing you a salary and lives mostly in spreadsheets and one person's head, that's what we build for.

Tell us the workflow

Savings ranges are estimates based on our operating experience — not specific customer results.

Savings ranges are estimates based on our operating experience inside these industries — not specific customer results.

№ 005Proof

Systems we built, not decks.

Deployed inside real companies — catching what used to slip, and staying read-only until it proves itself.

Coaching proof looks different: a client teaching the lesson to their own people without us in the room. That is the truest signal we have — and it has already started.

Port of Tampa · Ship Chandler

AI-powered vessel operations for port logistics.

Dozens of unstructured emails a day from captains, agents, and port authorities — turned into a single, trusted operational queue. No digging through inboxes. No guessing when a vessel arrives or what it needs.

Read the case study
Specialty Manufacturing · Procurement

An AI purchasing agent for the boring buys.

Consumables, fasteners, packaging, MRO — handed off to an AI agent so the buyer can finally negotiate the custom items, consolidate vendors, and do the work that actually moves margin.

Read the case study
Specialty Manufacturing · Knowledge Transfer

Capturing decades of knowledge before it walks out the door.

A manufacturer's founders were approaching retirement with decades of pricing logic, vendor intelligence, and process knowledge in their heads. We turned it into a living AI system — and a company that could sell for more without them.

Read the case study
№ 006How we work

Weekly coaching that sticks.

Stage, never send. Receipts for every claim. Plain English in every message.

№ 007Team

Three people. That's on purpose.

You'll work with the people who built the thing. No account managers, no offshore squad, no juniors learning on your dollar.

E
Eddie
Co-founder, Operations

Runs operations for a ~$34M family-owned construction and millwork company. He is in the weeds every day — which means nothing we teach is theory. When it breaks, he has the failure too.

~$34M ops
T
Trey
Co-founder, Engineering

A natural builder with real technical depth. He hears a workflow and sees the architecture under it — then ships the fix instead of writing a longer spec.

Builder
J
Jordan
Co-founder, GTM

Connects business pain to a solution that will actually work. Owns the account end to end — and keeps every technical conversation pointed at what it does for the customer's business.

Sales & account
№ 008Talk to us

What are you still doing by hand?

Or what keeps slipping — payments, materials, schedule, back office. It's a conversation, not a sales call. We'll tell you whether it's coaching or a build.

hello@granular.to

No spam. We'll reply within one business day.