B2B research library · September 2026 editionPublished by Synergy Spark Media ↗
← Resource library

AI & Automation · Toolkit

From GenAI Pilot to Production: A Scorecard

A concise scorecard for deciding whether a generative AI pilot has the data, controls, adoption and economics required to scale.

June 202612 pages10 min read
Published by
BizzTech Research
Designed for
Product owners, innovation teams and finance partners
Catalogue status
Coming soon
Paper-cut decision workflow representing responsible automation
AI & AutomationToolkit

About this resource

Built around a real business decision.

A concise scorecard for deciding whether a generative AI pilot has the data, controls, adoption and economics required to scale. It is structured for product owners, innovation teams and finance partners who need a useful starting point for internal discussion, evaluation and next-step planning.

What you will be able to do
  • Test outcome quality against an agreed baseline
  • Account for monitoring and human-review costs
  • Define a clear decision to scale, revise or stop

How to use it

Use the framework during discovery, a cross-functional workshop or an early vendor review. Adapt the questions to your operating context and evidence requirements.

What it does not replace

This resource is general business information. It does not replace legal, security, financial or procurement advice specific to your organisation.

Editorial pipeline

This catalogue concept does not have a finished document yet. It is shown for topic planning and cannot be requested.