Wise AI Adoption
Adopt AI wisely — we help you discern whether and which AI fits, at what pace, in what human balance, and with what governance — based on rigorous research and practical wisdom. In enterprise terms: wise AI enablement — human-led, tested, and governed.
Five ways to adopt AI wisely
The x% rule
Keep humans in the loop: let AI handle about x% of routine, preparatory work; humans keep the 100−x% that is creativity, review, and final judgment. x is a number that is situational and tailored to you.
Exquisite pain points
Don’t deploy AI everywhere at once. Target the specific, tedious bottlenecks that drain time better spent on judgment.
Clear policies
Provide vetted, secure enterprise tools — with strict rules on what data may touch public models, so nothing sensitive or proprietary leaks.
Continuous verification
Independently verify AI output. Generative AI hallucinates, so human critical analysis and fact-checking stay mandatory, not optional.
Workforce training
The human side is the harder part: build prompt skills, ease job anxieties, and earn genuine trust in the tools.