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Running agents at enterprise scale.

Field notes for teams evaluating autonomous agents in production: what it really costs to run a fleet, why the biggest enterprises go on-premise, and how to make the build-versus-buy call with real numbers.

Build vs buy · Jul 21, 2026

What it actually costs to run 1,000+ AI agents on your own infrastructure

The honest math on self-hosting an autonomous agent fleet: the team, the platform, the R&D, and the maintenance treadmill nobody puts in the budget.

Enterprise · Jul 21, 2026

Why the largest enterprises will run AI agents on-premise, not in a vendor cloud

Sovereign, BYOC and true on-premise are three different asks. Why the biggest regulated enterprises go all the way to their own metal, and what it takes to serve them.