~/talk

From Digital to Agentic: Preparing Your Architecture for 100x Scale.

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Claims APIs must handle 100x to 1,000x scale as AI agents become the primary callers, with data quality as the bottleneck—data quality is the top failure point. Describes integrations that worked with Anthropic and Claude and a deployed governance layer watching agents at 1,000,000× scale to enforce auth, lineage, metadata and real‑time policy; concludes enterprises must modernize gateways, identity, workflows and monitoring to survive the agentic surge.

AI-written summary · about

  1. 0:00Welcome
  2. 1:50AI’s rapid evolution
  3. 3:39Modern systems metaphor
  4. 5:46AI agents future
  5. 7:34APIs for AI scale
  6. 10:02Industrial AI challenges
  7. 12:28Data quality top challenge
  8. 14:18AI compute investment race
  9. 16:05Self-driving enterprise future
  10. 18:31Agents as API consumers
  11. 19:55AI accuracy limits
  12. 21:42Billion-agent future role
  13. 22:46AI governance responsibility
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