@wavaai.feeds: Most people begin with the AI model itself. But that’s just the difference between showing a cool demo and building a system you can rely on in production. Before automating anything, I always ask these 7 questions: - What triggers the workflow? - What context does the AI need? - What decision should it make? - What tools or APIs should it use? - How will you validate the output? - Where is human approval needed? - How do you define success? A solid AI workflow follows a clear architecture: → Gather context → Reason and decide → Take action → Validate results → Involve humans when necessary → Learn from feedback AI doesn’t fail because the model is weak. It’s because the workflow lacks context, guardrails, validation, and clear ownership. The companies getting real ROI from AI aren’t just asking better prompts. They’re building better systems. Don’t just optimize prompts—optimize workflows. Bookmark this framework. It can save you months of trial and error. #AI #ArtificialIntelligence #Workflow #Automation #productivity
