AI in Manufacturing — Readiness Briefing 2025
What separates manufacturers ready for AI investment from manufacturers wasting it. A short readiness briefing built from sprint experience across multiple plants.
What this report argues
Manufacturing AI investment is accelerating faster than manufacturing AI readiness. This briefing offers a structured view of what 'ready' actually means — across data, decisions, capability, and operating model — and where most plants need to invest first.
Inside the report
- The readiness baseline AI pilots need to clear
- How to scope a first manufacturing AI sprint that earns its place
- Where the operating-model work usually beats the technology work
- How to size the value at stake credibly, before vendor selection
Chapters
- 01The readiness gap
- 02Operating-data spine: the minimum bar
- 03Decisions worth changing
- 04Plant capability and shift discipline
- 05Where to start — and where not to
- 06A readiness self-assessment
What's in the numbers
Where this connects
Digital & Analytics
AI, analytics, automation, and the data foundations that make them work.
Strategy & Execution
From boardroom strategy to operating discipline that delivers it.
See it working
Walk through working prototypes that match the patterns in this report.
Case studies
Engagement patterns drawn from comparable work.
Practical thinking for transformation leaders.
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