Agent sprawl needs a registry before it becomes a cost leak

A company found AI agents that had been built, deployed, and then left behind after their creators moved to other teams. Some had no owner, no , and still had access to live s. The urgent problem was that basic questions had no clear answers.

The company could not easily tell which AI agents could reach customer data, which ones were still being used, which ones were abandoned, or who should be called if something broke overnight. A useful needs four parts: a searchable catalog, , , and usage metrics. If any one part is missing, the registry becomes little more than a cleaner-looking .

The team first built a temporary internal version, then reviewed vendors, and chose TrueFoundry because it covered those four needs without more custom maintenance.

Key points

  • A uncovered AI agents with no clear owner or .
  • Some forgotten agents still had access to s.
  • A serious needs a catalog, , , and usage metrics.
  • Usage metrics help identify abandoned agents that may still be spending money.
  • TrueFoundry was chosen because it covered the needed registry functions without more in-house glue code.
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