A small world.
A clearer view of what AI can do.

1 of 5 · The Observatory

Where should we start with AI?

Start with the work people do. Map opportunities, constraints and readiness before choosing what to build.

Illustrative demo · Synthetic examples

Choose a fictional workflow to explore.

Internal knowledge lookup

Help people find a useful answer. Identify reliable, permissioned sources. Outdated guidance needs an owner.

Invoice intake

Reduce repetitive sorting and handoffs. Map document types and exception paths. Unusual cases still need review.

Customer response drafting

Help a team prepare a consistent draft. Identify approved language and escalation rules. A person remains accountable for sending.

A useful next step: Start by mapping the steps, sources, owners and exceptions. That creates a concrete basis for deciding whether AI will help.

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2 of 5 · The Connection Hub

How does AI work with our existing knowledge?

Connect the right information across existing systems, while respecting who can access it.

Illustrative demo · Synthetic examples

Who owns the Northstar onboarding checklist?

Role: Project team member. The restricted personnel record is excluded.

Grounded answer: Maya Chen owns the Northstar onboarding checklist; the current version is in the process guide.

• Team directory [team-directory]: Maya Chen — Northstar onboarding process owner.
• Process guide [process-guide]: Northstar onboarding checklist, current version. Owner: Maya Chen.

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3 of 5 · The Agent Workshop

What does an agentic workflow actually do?

Build bounded workflows in which specialized agents handle defined tasks and people review important decisions.

Illustrative demo · Synthetic examples

A fictional supplier asks how to update their company details.

1. Understand the request · Intake agent

   Category: supplier record update. No change has been made.

2. Find permitted guidance · Knowledge agent

   The sample supplier guide says to use the approved update form and verify the request.

3. Prepare a reply · Drafting agent

   Draft: Please use the approved supplier update form. Our team will review and verify your request before making changes.

4. Review before acting · Human reviewer

   Draft ready for a person to check. Nothing was sent and no record was changed.

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4 of 5 · The Human Commons

How do people learn to use this well?

Give people relevant practice, clear responsibilities and a way to improve the workflow together.

Illustrative demo · Synthetic examples

Choose a role and a useful next step.

Team member

Practice a real example and compare the draft with the source.

Team lead

Run a team practice session and agree when to escalate.

Process owner

Name the decision owner and review feedback from a small pilot.

Practice a real example, compare the result, and know when to escalate.

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5 of 5 · The Control Room

How do we keep oversight?

Define permissions, evaluate behavior and make consequential actions visible to the people responsible for them.

Illustrative demo · Synthetic examples

A sample agent has prepared a customer reply.

Drafting is permitted. External sending requires human approval.

Held for review. The agent cannot send without approval.

• Approve sample action: Approved in this simulation. Nothing was sent.
• Reject and revise: Returned for revision. Nothing was sent.

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From opportunity to a working system.

Start with the work. Connect what matters. Build a useful system. Bring people with you. Keep control.

All demonstrations are deterministic illustrations. Nothing is sent or connected to a business system.