Three rapid 15-minute talks to spark discovery. One problem, one approach, one result.

• Designing approval and escalation workflows for autonomous AI agents to ensure humans are involved in critical or exceptional decisions.
• Selecting the right AI tool for each task based on a balance of cost, latency, and accuracy to optimize overall system performance and ROI.
• Determining the optimal points for human-in-the-loop interaction to maintain safety and control without creating unnecessary bottlenecks.