Folium Systems

AI systems for real operations

Launch Readiness Checklist

Know what must be true before AI moves forward.

A serious AI launch is a staged decision. This checklist helps teams separate a working proof from the evidence, ownership, support, and approval work needed for the next step.

Guide section

Evidence and scope

Start by naming what the proof actually demonstrates, what remains sandboxed, and which stage is being considered next.

  • Workflow scope and intended users
  • Screenshots, browser proof, and test summaries
  • Known limits and blocked live actions
  • Next-stage promotion target

Guide section

Owners and operations

Assign the people who will own the workflow after launch, including support, security, data, compliance-aware review, and business operations.

  • Owner and escalation map
  • Support and incident runbook
  • Training packet and knowledge check
  • Daily or weekly operating rhythm

Guide section

Go, no-go, and rollback

A launch decision should include acceptance criteria, blocker review, rollback ownership, and written signoff for the selected stage.

  • Go/no-go control sheet
  • Rollback and recovery plan
  • Monitoring and alert route
  • Final reviewer signoff

Interactive resource

Use the guide while you read.

These local controls turn the same resource into a checklist, scorecard, or planning board. Nothing is submitted, stored, or sent to a model.

Checklist group

Evidence and scope

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Checklist group

Owners and operations

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Checklist group

Go, no-go, and rollback

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Start here

Turn the guide into a first proof.

The best next step is a narrow workflow, visible evidence, and a plan your team can explain.

Folium operating standard

Proof should move like machinery, but feel human to operate.

Every Folium path points back to the same discipline: protect the business, make the work visible, give people control, and move only when the evidence is strong enough to carry the next decision.

  1. 01 Understand

    Translate pressure into one workflow the team can explain.

  2. 02 Prove

    Make the future visible before private data or dependency.

  3. 03 Control

    Define owners, permissions, runtime, evidence, and rollback.

  4. 04 Operate

    Improve the system after launch instead of leaving a fragile demo.