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The Agentic AI Playbook

From business need to a verified AI agent.

A repeatable, four-stage process for AI Product Builders. Define the why, build the agent, prove the result.

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The Agentic AI Playbook in the Rezoomex app
Outcome agreed
Success metric signed off
4 stakeholders
All on the same page
Eval set ready
The agent is measured against it
Why a playbook

Speed without direction is just a bigger bill.

Agents execute instructions perfectly. If the instructions describe the wrong problem, you pay for a perfect miss. The playbook makes every build start from a defined outcome and end with proof that it was reached.

Starts from a defined outcome
No build begins until the pain and its metric are agreed.
One place for every stakeholder
Everyone discusses and agrees in the playbook, so the whole team stays on the same page.
Tracked and vetted
Every decision is recorded and checked as you go.
Ends with proof
The playbook becomes the eval set the agent is measured against.
The four stages

Discovery, Definition, Design, Delivery.

Agentic AI PlaybookExample
Claims triage
Stage: Discovery
You leave with
An outcome statement and a success metric.
  1. Now
    Map the business pain
    Interviews with the people who feel it
  2. Next
    Agree the success metric
    First review within 24 hours
  3. Then
    Measure the baseline
    Last quarter's numbers
What each stage produces

Artefacts live in the Rezoomex app, and you can download them.

Discovery

An outcome statement and a success metric.

Definition

An agent brief the whole team agrees on: scope, acceptance criteria and what the agent must never do.

Design

A context pack and a review rubric. With the outcome, the playbook becomes the eval set.

Delivery

A working agent and a record that proves it did the job.

How you know it works

Verified, not assumed.

Observe
See what the agent did and why, not just its final answer.
Human review
An AI Product Builder or mentor checks the output against the outcome set in the playbook.
Safety rubrics
Every output is scored against the rules set in Design.
Trajectory adherence
Every step the agent takes is checked against the path set in Definition and Design. Reaching the outcome by going off-route doesn’t count.
Who uses it

Built for people who own the outcome.

An AI Product Builder directing two agents

AI Product Builders

A repeatable way to scope, build and achieve outcomes with AI agents.

A product manager stepping from roadmap cards onto a workbench

Product managers & owners

Moving beyond hands-on AI building.

A team around a chart that ends in a flag

Enterprise teams

Who want every project to run with a defined metric.

FAQs

Questions, answered.

See all FAQs
Is the playbook a document or software?

Both. You work through it in the Rezoomex app, and the artefacts it produces can be downloaded.

What can I do in the free trial?

Create up to 5 playbooks in 14 days. No functionality is gated and you'll experience the full potential of the platform.

Do I need to be technical?

No. You don't need technical expertise to complete the free trial. As you take on real projects, some understanding of how software fits together, such as understanding code and knowing the architecture, helps alongside your domain knowledge.

How is the playbook related to the 4D Framework?

The 4D Framework is the playbook's structure: Discovery, Definition, Design and Delivery.

Run your first outcome through the playbook.

Free for 14 days. Up to 5 playbooks.

Start 14-day free trialBook a discovery call