Build AI products you can stand behind.
AI introduces uncertainty into product decisions. The highest risk isn’t the model — it’s launching systems without clear boundaries, accountability, or readiness.
Assess your readiness, understand the approach
AI Changed the Risk Model
Readiness is a Design Responsibility
Before AI o
Data isn't trustworthy. Controls aren't clear. Risk shows up late.
What We Mean by Readiness
Data & AI readiness means your organization can differentiate between experimenting and shipping.
Trust the data behind AI decisions
Understand where the risk exists before the launch
Control automation as systems become more autonomous
Defend decisions to executives, customers and regulators
Why Readiness Matters Now
AI systems are moving from:
Insights → decisions
Assistance → autonomy
Without readiness:
Product velocity slows
Compliance becomes reactive
Trust erodes quickly
With readiness:
Launch decisions are clearer
Risk is explicit, not debated
Teams move faster with confidence