Why AI Agents Often Break Down Once They Leave the Demo
At TechSparks 2026, a VeloDB regional director said AI agents often work well in pilot tests but struggle once they run in real production systems. He argued that the fix often lies in the database that sits beneath the agents, not just the agents themselves.
Quick glossaryVeloDB, AI agents, pilot, production
- VeloDB
- VeloDB is a company whose regional director for Asia-Pacific spoke about AI agents at the TechSparks 2026 event.
- AI agents
- Software that can carry out multi-step tasks on its own, such as booking or searching, with little human help.
- pilot
- A small trial run of a new system with a limited group before it is rolled out widely.
- production
- The live setting where a system serves real users, as opposed to a test or demo version.
Burning Potato score: 58%