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 example from the records, ownership, support, and approval work needed for the next step.

Guide section

Scope and records

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

  • Process scope and intended users
  • Screenshots, browser validation, 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 guide
  • Training guide 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

Scope and records

0/4

Checklist group

Owners and operations

0/4

Checklist group

Go, no-go, and rollback

0/4

Start here

Turn the guide into a first reviewable build.

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

  1. 01 Scope
  2. 02 Build
  3. 03 Prove
  4. 04 Operate

Folium operating standard

The work should feel built, controlled, and human enough to trust.

Every Folium path points back to the same discipline: make the work visible, build the right surface, protect the business, keep people in control, and move only when the record is strong enough to carry the next decision.

  1. 01 Understand

    Translate business pressure into a workflow, role, data, and decision path people can explain.

  2. 02 Build

    Create the app, portal, dashboard, agent route, data process, or demo room the work actually needs.

  3. 03 Control

    Define owners, permissions, runtime, records, provider gates, support paths, and rollback.

  4. 04 Operate

    Improve the capability after launch instead of leaving a fragile one-time demo.