Key Elements of an AI Business Strategy:
1. Business Objectives Alignment
 – Define how AI supports goals like cost reduction, revenue growth, or customer engagement.
2. Use Case Identification
 – Target areas with high AI impact: customer service (chatbots), operations (automation), marketing (predictive analytics), etc.
3. Data Strategy
 – Ensure access to clean, high-quality data.
 – Build infrastructure for data collection, storage, and processing.
4. Technology Stack
 – Choose AI platforms, cloud providers, and tools (e.g., Azure AI, AWS, TensorFlow, etc.)
5. Talent & Skills
 – Hire or train teams in AI/ML, data science, and ethics.
6. Governance & Ethics
 – Ensure responsible AI use, transparency, and compliance (e.g., GDPR).
7. Pilot Projects & Scaling
 – Start small (PoCs), measure impact, then scale successful models.
8. Continuous Improvement
 – Monitor AI performance and iterate based on feedback/data.

