10 resources
Start and prioritize
Where should we start with AI?
Choose a first opportunity by connecting a business constraint, customer benefit, accountable owner, and testable change.
Read the resourceRedesign the business
What changes when intelligence is available throughout the business?
Use a constraint-to-capability map to explore new services, greater capacity, and different operating models.
Read the resourceMake the business case
Build an AI business case that survives scrutiny
Separate cash, capacity, growth, and service value; reconcile the numbers; and make uncertainty visible.
Read the resourceRedesign the business
Redesign one workflow before choosing a tool
Map decisions, evidence, exceptions, and ownership before turning an AI idea into a technology purchase.
Read the resourcePrepare people and systems
Build, buy, or integrate? A decision guide
Compare delivery routes using workflow fit, automated verifiability, lifetime ownership, and evidence-based gates.
Read the resourceMake AI reliable
How will we know an AI-enabled workflow is ready?
Define bounded acceptance criteria, test the checking layer, and make a defensible go/no-go decision.
Read the resourcePrepare people and systems
From pilot to operating capability
Turn a pilot into owned, adopted, maintained work with operating boundaries, exception coverage, and measurable value.
Read the resourceRedesign the business
AI in real estate: make property service more dependable
A commercial-property service workflow linking intake, maintenance coordination, and verified closure, with human decisions and pilot acceptance checks.
Read the resourceRedesign the business
AI in logistics: manage exceptions and expand service capacity
An evidence-first exception workflow for ordinary freight, from missing milestones to approved customer updates and verified resolution.
Read the resourceRedesign the business
AI in manufacturing: connect decisions, constraints, and execution
A bounded planning-decision workflow that preserves physical constraints, quality authority, and human control while testing service and capacity benefits.
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