Beyond raw accuracy: The true AI model evaluation framework quantifies the *cost of failure* per workflow step. Low stakes? Flexibility rules. High stakes? Robustness over nuance. That lens shifts model choice from 'best' to 'right.' #AIEval #Workflow #AIautomation

Here's the trap: many believe AI insights can drop into workflows unchallenged. Without clear next steps, they become noise. Make it your rule: every output must trigger an action. Define those paths early to avoid chaos later! #AIautomation #MCP #Workflow

The AI output looks good. But if it doesn't land in a specific system field, trigger a review, or initiate a clear next action, it's a dead end. This is the 'last mile' problem for AI: connecting the insight to the actual workflow. #AIautomation #Workflow #AIAgents

The designers who thrive with AI treat it as a collaborator with infinite patience and zero taste. Choose your tools wisely — every tool shapes your workflow. #DesignOps #Workflow

Every new design tool promises to be the last one you need. Tools multiply, they don't replace. Bridging that gap is the real product. #DesignOps #Workflow