Enterprise AI Strategy
Successful enterprise AI requires alignment between business objectives, technology capabilities, and organizational readiness.
Strategic Considerations
- Business value identification
- Use case prioritization
- Build vs. buy decisions
- Vendor evaluation
Security & Governance
Data Security
- Data classification
- Access controls
- Encryption requirements
- Audit logging
AI Governance
- Usage policies
- Output review processes
- Bias monitoring
- Regulatory compliance
Implementation Approach
- Start with pilot projects
- Establish success metrics
- Build internal capabilities
- Scale systematically
Change Management
Technology is easy; people are hard. Invest in training, communication, and support.
Measuring Success
Track both efficiency metrics (time saved) and effectiveness metrics (quality, accuracy).