Your new AI Department
A real seat on your accountability chart. An entire AI team for the cost of a single hire. Real rocks. Real accountability.
Every department has an owner, except AI
Someone runs finance. Someone runs operations. Someone runs sales.
But who runs AI?
Right now, your team is probably experimenting in silos. Someone in marketing is using ChatGPT. Someone in operations tried Copilot. Your integrator read an article and bought licenses for the whole team.
Nobody is orchestrating any of it.
No governance. No strategy. No one owns it. No one reports on it in the L10. No one has a rock for it. No one is measuring whether it's actually working.
We've got 16 people all innovating, which is great. But everybody's creating their own work zones. CEO, on why his team needed governance, not more tools
You don't put QuickBooks on the accountability chart. You put your CFO. Because someone has to be accountable for the outcomes.
AI is the same. You need people, not just tools, who are responsible for how AI shows up across your entire company.
That's the AI Department.
What the AI Department does
The core job is orchestration. People and agents, working together, across every department in your company.
Your marketing team needs different tools than your ops team. Your sales team has different workflows than your finance team. But all of it connects to one brain, one orchestration layer that knows your business, your language, your core values, and how everything fits together.
Without someone orchestrating that, you get silos. With it, you get calm.
Orchestrate
Connect people and agents across your organization. Build the centralized brain that ties every system together. Make sure nothing runs in a silo.
Govern
Set the policies. Train your agents on your core values. Decide what runs autonomously and what requires human approval. This is the HR of your AI.
Operate
Build the SOPs. Define how humans and agents work together. Identify where AI creates leverage. Keep the stack current. When something breaks, fix it.
Build
Ship custom tooling. Deploy new agents. Build workflows and automations. Connect your systems. This department doesn't just govern, it delivers.
The three seats
Every AI Department needs three roles. Depending on your company's size, this could be one person wearing multiple hats or a full team.
Chief AI Officer
Owns the strategy. Picks the stack. Sets governance. Reports to the Integrator. Sits in the L10. Accountable for rocks and measurables.
Product Manager
Translates business problems into AI solutions. Prioritizes the roadmap. Works with every department to understand their needs.
AI Solutions Engineer
Builds and deploys the systems. Agents, workflows, integrations, custom tools. The hands that do the work.
How it plugs into EOS®
The AI Department fits your accountability chart like any other department. Same cadence. Same accountability.
Accountability Chart™
The AI Department sits alongside Sales, Marketing, Operations, Finance, and HR. It reports to the Integrator™. The CAIO owns the seat.
V/TO®
Your agents need to understand your vision, your core values, and your 10-year target. The AI Department trains every agent to reflect who you are.
Rocks™
90-day objectives. "Increase bid capacity by 50%." "Reduce onboarding from 3 weeks to 1 week." Real rocks. Measurable outcomes.
Scorecard™
Tracked weekly in the L10™. Time saved. Error rates. Adoption rates. Agent performance. ROI by department.
Level 10 Meeting®
The CAIO attends the leadership L10. Reports on rocks. Reports on the scorecard. Raises issues. Same accountability as every other department head.
IDS™ (Issues)
When a new tool changes the game, the AI Department raises it. When an agent breaks, the AI Department owns it. When adoption stalls, the AI Department solves it.
EOS®, the Entrepreneurial Operating System®, V/TO®, Level 10 Meeting®, Rocks™, Scorecard™, IDS™, Accountability Chart™, Integrator™, and related terms are trademarks of EOS Worldwide, LLC. The Stable Company is not affiliated with, endorsed by, or sponsored by EOS Worldwide, LLC.
Proving ROI
The same way you measure any department: by the outcomes.
16-person team
in a half day
deliverable
capacity unlocked
For every dollar I spend on direct labor, I should be getting at least $3 of gross margin. CFO, advisory firm, on how he evaluates AI spend
Every rock has a number. Every scorecard metric has a target. If we're not hitting it, you'll see it in the L10, the same way you'd see it from any other underperforming department.
An entire AI team for the cost of a single hire
Not fractional. Embedded. We show up on your accountability chart. We attend your L10. We own our rocks.
- One person
- One set of skills
- One perspective
- No backup when they leave
- No governance framework
- No EOS integration
- Chief AI Officer
- Product Manager
- AI Solutions Engineers
- Centralized brain that orchestrates everything
- Real rocks, real measurables
- L10 attendance and accountability
The difference between fractional and embedded: a fractional hire gives you hours. An embedded team gives you a department.
Who this is for
- You run on EOS (or a similar operating system)
- You're doing $5M–$100M in revenue with 20–500 employees
- Manufacturing, construction, trades, professional services, real estate, or family business
- Your team is already using AI but nobody owns it
- You know you need to move on this but don't know where to start
- You've tried tools and they didn't stick
- You want someone accountable, not just someone advisory
The Stable Company
Minneapolis, Minnesota.
Our co-founders helped build, scale, and exit three bootstrapped software companies: Procentive (EHR), BillCare (medical billing), and Tevera (EdTech). Teams of 65+. HIPAA. SOC 2. ISO 9001.
We've sat in the operator seat. We've built real teams, managed real data, shipped real product under real compliance. Now we help operators like you build the department your accountability chart has been missing.
Build your AI Department
45 minutes with Caleb Zimmermann. Not a demo or a pitch. A collaborative working session where we map your AI Department to your accountability chart: the seats, the rocks, the measurables.
Operator to operator. You'll leave with a written artifact you can take back to your leadership team.
Not seeing the right availability? Email Caleb directly at caleb@stableco.io.