AI agent demo vs production: the real difference
Clear contrast between AI agent demos and production systems: tools, permissions, gates, evaluation, and failure handling.
Written by Dali
Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.
David Hakobyan · Dali
Direct answer
A demo impresses in a meeting. Production survives bad inputs, limited permissions, human gates, and Monday morning exceptions. Buy production design, not demo polish.
Demo checklist
Scripted prompts. Broad credentials. No logs. No owner.
Production checklist
Real tool scopes. Failure modes. Approvals. Metrics. Kill switch. Docs.
How vendors blur the line
Hosting the demo on your logo theme without your constraints.
Buyer test
Ask to replay last month's messy tickets, not a clean sample.
How Dali fits
Dali ships production paths: solutions.
FAQ
Only after redesign for gates, permissions, and evals.