How Company Leadership Can Incorporate AI

Strategic priorities

• Identify high-value, low-risk AI opportunities
• Establish governance and ethical guardrails
• Align AI initiatives to business outcomes

Practical steps

1. Create an AI roadmap mapped to business KPIs
2. Set up cross-functional teams: product, infra, legal
3. Invest in pilot projects and measure results before scaling
4. Implement policies for data quality, privacy and model monitoring

Cultural change

• Promote experimentation and safe failure
• Offer training and career transition paths internally
• Communicate wins and lessons transparently