AI Company SchoolBuildSupport level: Guided

Design an AI Role Charter

Write the charter for one AI Role in your organization: goals, responsibilities, budget, oversight, and escalation — the first structural block of an AI Company.

Campaign:: Design Your First AI Role
Estimated effort:: ~210 minutes total

The problem

AI use in your organization is personal and improvised. Nothing has defined goals, an owner, a budget, or oversight — so nothing compounds.

Why it matters

The difference between a company that uses AI and an AI Company is structure: roles, owners, budgets, oversight. This mission is that structure, in miniature.

Context

An AI Company is a human-led organization where AI agents work under defined goals, roles, budgets, processes, controls, accountability, and human oversight. It starts with one role, properly chartered. This mission designs that charter — on paper, before any implementation.

Objective

Produce a complete AI Role charter: mission, responsibilities, inputs/outputs, quality bar, budget envelope, human owner, oversight rules, and escalation paths.

Pain point

Scattered AI experiments with no accountability structure — value that evaporates instead of compounding.

Opportunity

One well-chartered AI Role becomes the template for a team of them — the concrete step from using AI to operating it.

Expected transformation

From improvised AI use to one fully chartered AI Role with a human owner and explicit oversight — ready for a supervised implementation.

Prerequisites

None — this is a first mission.

Risks and guardrails

Chartering a role that quietly replaces a person instead of extending the team.
Guardrail: The charter names the human owner whose capacity the role extends — an AI Role always reports to a person.
Skipping cost discipline: a role with no budget envelope.
Guardrail: The charter includes a monthly cost envelope and what happens when it's exceeded.
Defining responsibilities the role can't be held accountable for.
Guardrail: Every responsibility pairs with a checkable output and a review cadence.

Checkpoints

1
Choose the role
Pick one function with recurring, checkable work (research, first-draft production, classification, monitoring). Write why this function, and who its human owner is.
~45 min
2
Write the charter
Fill the charter sections: mission, responsibilities with checkable outputs, inputs, quality bar, budget envelope, oversight cadence, escalation triggers.
~90 min
3
Stress-test it
Walk three scenarios through the charter: a normal week, a bad output reaching a stakeholder, and a cost spike. Fix what the charter didn't handle.
~75 min

Deliverables

The AI Role charter — A complete, reviewable charter document — the design artifact an implementation would be built from.

Evidence

The charter plus the three stress-test scenarios and what they changed, with internal specifics generalized.

Evidence is private by default. You choose if it ever becomes anything else — and that choice requires your explicit consent.

Success criteria

The charter names a human owner and reports-to line.
Every responsibility has a checkable output and review cadence.
A cost envelope and overrun behavior are defined.
All three stress-test scenarios are documented with the fixes they triggered.

Review

Self-review with rubric · Mentor review

Self-review against the success criteria is available today. Reviewed verification beyond self-review opens as the Founding Community's review circles form.

Reflection

Which oversight rule would you have skipped without the stress test?
What does this charter teach you about the next role you'd design?
What must be true operationally before this charter should be implemented?

Impact measurement

Baseline: zero chartered AI roles. Result: one implementation-ready charter. Category: capability built / resilience improved (self-reported until reviewed).

Capability rewards

Agent building · 30 XP
Governance · 40 XP
Workflow design · 30 XP

What this unlocks

AvailableThe charter format as the template for your next AI Role.
In preparationThe next mission in Design Your First AI Role: supervised implementation of the chartered role.

Privacy

Private by default. Generalize internal specifics — the charter's structure is the evidence, not your company's confidential details.

Accessibility

Entirely text-based and self-paced. The charter can be drafted in any document tool.

Need help? The help ladder

Help arrives in graduated steps so the work stays yours — open only as far as you need.

1Objective reminder
Produce a complete AI Role charter: mission, responsibilities, inputs/outputs, quality bar, budget envelope, human owner, oversight rules, and escalation paths.
2Guiding question
Which oversight rule would you have skipped without the stress test?
3Hint
Pick one function with recurring, checkable work (research, first-draft production, classification, monitoring). Write why this function, and who its human owner is.
4Partial example
The AI Role charter — A complete, reviewable charter document — the design artifact an implementation would be built from.
5Template
The charter format as the template for your next AI Role.
6Walkthrough
Work checkpoint by checkpoint in order — each checkpoint description is a step of the walkthrough.
7AI coach
Opens with the AIF1RST Guide and community review circles — not yet available.
8Mentor or staff
Opens with the AIF1RST Guide and community review circles — not yet available.