Building a Company Brain
Company
Brain
Brain
A Company Asset Everyone Should Have in 2026
July 7, 2026 · 2:00 PM · David Mill & John Langlois
Company Brain · July 7
01 / 20
Event Sponsor
A word from our sponsor.
Libro Credit Union takes a different approach to financing — understanding the full picture to provide solutions that strengthen our communities.
Scelta’s preferred financial institution · southwestern Ontario
Matthew Pepin · Matthew.Pepin@libro.ca · 226-340-0516
Company Brain · July 7
02 / 20
Today
What you are going to leave with today.
Not a seminar. A live build. Five things — all yours by the end of the afternoon.
01The IdeaTHE WHY
02The FileTHE SKILL
03Live BuildTHE PROOF
04Your TurnTHE EXAMPLES
05Next StepsTHE PLAN
Company Brain · July 7
03 / 20
The Problem
Go from reaction to reasoning.
Right now the day runs you. The goal is a company where every decision is backed by rationale.
FIREFIGHTING
Whatever screams, wins.
Reaction, all day. Never the three things that actually move the company.
IN YOUR HEAD
The company lives in your head.
Pricing, process, people — none of it written anywhere.
AI AT 10%
You already use AI.
Just not to its potential. A brain lets it go a layer deeper — into every division.
Company Brain · July 7
04 / 20
Buildables
Your company is already built in pieces.
Contractor or developer, you run the same six divisions — and each one is a stack of repeatable processes you already run every day.
Sales
Marketing
Operations
Accounting
Finance
Field
Each process is a buildable. Each buildable fits in one file.
Company Brain · July 7
05 / 20
The .MD File
What is an .md file?
A text file. Simpler than a PDF or a Word doc — a notepad with headings, bullets, and bold. Nothing to buy. Nothing to install.
# Daily Log — Unit 2
## CREW
- 4 on site, framing
- Sparky's crew arrives 1 PM
## WORK DONE
1. North wall framed
2. Electrical rough-in started
## FLAGS
**Change order** — client moved
a door on the south wall.
Daily Log — Unit 2
CREW
- 4 on site, framing
- Sparky's crew arrives 1 PM
WORK DONE
- North wall framed
- Electrical rough-in started
FLAGS
Change order — client moved a door on the south wall.
Not software you buy. The format AI reads and writes.
Company Brain · July 7
06 / 20
Why Markdown
Every AI answer starts as markdown.
Ask AI for anything — a quote, a report, a schedule — and the answer is written in markdown first. Everything else is a conversion.
AI writes markdown
↓↓↓↓
PDF
Word doc
Excel
Live app
It all starts in plain text. That is why the brain is built from it.
Company Brain · July 7
07 / 20
The File
One buildable.
One file.
One process. One file.
Three parts. Every time. Start. Process. Output.
That is a buildable. The way your best person does it. Written down. Forever.
## START
▌▌▌▌▌▌▌▌▌▌▌▌
## PROCESS
▌▌▌▌▌▌▌▌
▌▌▌▌▌▌
▌▌▌▌▌▌▌▌▌▌
▌▌▌▌▌▌▌
## OUTPUT
▌▌▌▌▌▌▌▌▌▌▌
Company Brain · July 7
08 / 20
Scale
Sounds like a lot? You already know all sixty.
Ten per division. Your best people run them every single day.
0 files. That is a company brain.
And do not worry — you will not type a single one by hand. We show you how today.
Company Brain · July 7
09 / 20
The Brain
This is what your company knows.
Six divisions. Sixty buildables. One connected brain, with Claude at the center reading every file. Nothing lives in one person's head anymore.
Hover a division to light up its buildables. Drag anything.
"How does our change order process work?"
"What is our follow-up cadence after a quote?"
"Walk the new hire through payroll prep."
Company Brain · July 7
10 / 20
Connect
Plug in what you already run on.
This is not about buying one massive ERP. Plug in the tools you already run — and the brain reads them automatically.
Hover a tool to see what flows in. Drag anything.
"What did we promise in that meeting?"
"Pull every photo from Unit 3 this week."
"Which invoices are still unpaid?"
Eventually you stop opening the tools. Claude becomes the command centre that speaks to all of them.
Company Brain · July 7
11 / 20
Memory
Stop starting from scratch.
AI without a brain forgets you every session. AI with a brain shows up already knowing your company. That difference is the whole game.
Without a Brain
AI forgets you every session.
You explain your company again. And again. And again. Every tool. Every new hire. Every morning.
With a Brain
It already knows.
Every expert you have. Every process you run. Queryable. On demand. Current as of today.
Not a new hire every morning. A team that remembers.
Scelta · Company Brain
12 / 20
The Why
You already paid for this data. The brain is how you get paid back.
Layer 01 · Field Data
Captured where the work happens.
- Hours, location, photos, checklists, expenses, change orders
- Captured on site, on a phone, in seconds
- No retyping. No end-of-week catch-up.
Layer 02 · Live Job Financials
Every job, priced in real time.
- Real-time P&L on every job
- Budget vs actual, updated as the field reports
- Change order impact, per job, same day
Layer 03 · Pattern Recognition
The patterns you could never see.
- Where time gets lost, week after week
- Which crews outperform, and on what work
- What actually kills margins
Layer 04 · Benchmarking
Pricing power, earned from your own data.
- True cost per trade, job type, and crew
- Bids built on your record, not a guess
- Every finished job sharpens the next one
Layer 05 · Claude
Ask anything. Answer in seconds.
- Your jobs, crews, costs, and site activity
- Every answer traceable to a log, a photo, an invoice
- The brain below feeds every reply
Scroll to build
Company Brain · July 7
13 / 20
Live Build
You will not build this by hand.
We built a skill that builds the brain with you. It interviews you like a colleague — what is your role, what do you actually do all day — then maps your divisions and writes the files.
1Download the skill. One file, right from this page.
2Drop it into Claude. Drag and drop, any conversation.
3Answer the interview. Your role, your people, how work flows.
4Tweak the map. It proposes your divisions and processes. You correct it.
5It writes the brain. Every file — plus the index that links them.
company-brain/
├─ CLAUDE.md ← the index
├─ sales/
│ └─ quote-follow-up.md
├─ operations/
│ ├─ daily-log.md
│ └─ change-order-log.md
├─ accounting/
│ └─ invoice-run.md ← linked from change orders
└─ field/
└─ photo-upload.md
The one prompt maps your company’s skeleton — divisions and processes only, no files. The skill builds the whole brain.
It is not just the files. The index links them, so Claude can walk your company like a map.
Your tools plug in either way
Company Brain · July 7
14 / 20
Examples
A few examples of .md files.
Pick a division. This is what its first buildable looks like.
Company Brain · July 7
15 / 20
Review
What you learned today.
Five things. If you can repeat these to the person next to you, the afternoon worked.
1The why. Every dollar, hour, and photo you already pay for can feed a brain that answers anything.
2The .md file. Plain text. Three parts, every time: Start. Process. Output.
3The brain. Six divisions, sixty buildables, one folder Claude reads end to end.
4Plug in. The tools you already run on feed it automatically — Google, Microsoft, or both.
5The build. One skill interviews you. The brain writes itself — files plus the index.
One folder. Sixty files. That is the whole secret.
Company Brain · July 7
16 / 20
The End State
Two finish lines.
The brain and the stack are not the point. They are how you buy back the hours to live a life you actually defined.
Your Company's End State
An AI-native company.
The brain built. The stack running. Nothing trapped in one person's head. A machine, not a job.
Your End State
A defined life.
Not a bigger business. A finished one. One you actually sat down and defined.
Family.Finances.Time.Trade.
The company serves the life. Not the other way around.
Company Brain · July 7
17 / 20
Thank You
One more time for Libro.
Today happened because Libro Credit Union backs the people who build this region. Local insight. Relationship first. Scelta's preferred financial institution for our contractor network in southwestern Ontario.
Any interest in your banking needs, or financing your next project? Speak with the Libro team before you leave.
Company Brain · July 7
18 / 20
Keep Building
Today is day one. Here is day two.
You leave with one file. The brain gets built one file a week, with people holding you to it. Three ways to work with Scelta.
Community
AI for Contractors.
Weekly live calls, the buildable library, and a room full of owners building the same brain you are.
Free
Workshops
Build days at your company.
Half-day, in person, with your team. Your real processes, written into the brain together.
Starting at $3,000
Done With You
Scelta engagements.
We embed with your team and build the brain alongside you, division by division, until it runs.
Starting at $7,500implementation · then $1,000 / month
Pick a lane before you leave. The worst plan is leaving with none.
Company Brain · July 7
19 / 20
Start Today
Define it today.
1Run the prompt we gave you. Map your company’s skeleton this week.
2Pick a lane. Community, workshop, or engagement.
John Langlois
CTO, Scelta
scelta.ca
Keep Building
AI for Contractors · AI for Developers
Weekly calls, buildable library, and the community that holds you to it.
· One Step at a Time. Ferociously.
Company Brain · July 7
20 / 20
Questions
Q&A Time.
