Three Core Philosophies for Implementing AI Agents in Enterprises

vasuman · x · 2026-08-01

The author outlines three core philosophies for large companies implementing AI agents:

Build on existing systems: Agents should run inside existing tools like NetSuite or Salesforce rather than replacing them, eliminating migration costs.
Create a unified orchestration layer: AI should be the final integration piece. A single pane of glass connects systems, allowing finance, sales, and procurement agents to share context on the same layer instead of creating isolated tool silos.
Human-in-the-loop: Agents handle the 90% of tasks that are repeatable, while humans focus on the 10% requiring judgment. This ratio shifts over time as agents learn from human corrections.

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