The AI Integration Landscape
AI is no longer a luxury-it's becoming a standard expectation. Here's how to integrate it effectively.
Getting Started
1. Identify Use Cases
Not every feature needs AI. Look for:
- Repetitive tasks that could be automated
- Personalization opportunities
- Content generation needs
- Search and discovery improvements
2. Choose Your Approach
- **API-based**: OpenAI, Anthropic, Google AI-quick to integrate
- **Self-hosted**: More control, higher initial cost
- **Hybrid**: Critical features self-hosted, others via API
3. Handle Costs
AI APIs can get expensive. Implement:
- Caching for repeated queries
- Rate limiting
- Fallbacks for when AI is unavailable
Best Practices
- Always have human oversight for critical decisions
- Monitor for hallucinations and bias
- Start small and iterate based on user feedback
