Start with one high-value workflow
AI integrations work best when applied to one measurable use case first, such as support summarization, triage, or content draft assist.
Safety-first rollout
- Define where model output is allowed and blocked.
- Add validation layers before output reaches users.
- Capture prompts and outcomes for auditability.
- Fallback to deterministic behavior when confidence is low.
Operational ownership
AI features need monitoring and iteration, just like APIs. Track failure patterns and improve prompts and routing weekly.
Prakash Tank
Full-Stack Architect & Tech Enthusiast. Passionate about building scalable applications and sharing knowledge with the community.
