← Atlas Theme · spans 1 topics
Agent ROI is gated by orchestration, not adoption.
Deployment counts, budgets, and agent populations compound while interoperability, advanced orchestration, and governed catalogs barely move, and measured ROI concentrates only where that connective tissue is fully embedded.
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Topics it spans
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Findings citing it
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Evidence window
The convergence
The same conclusion keeps arriving from across the workspace's research — 1 topics independently instantiate this theme. Filter the evidence by where it came from:
How companies are using autonomous AI agents
The Enterprise AI Agent Production Gap: Adoption Is Near-Universal, Measurable Value Stays Rare (Late-September 2026 Wave) Adoption and budgets compound while interop (29%) and advanced orchestration (7%) stall, and ROI attainment ties directly to embedded orchestration.
How companies are using autonomous AI agents
The Rise of Enterprise AI Agent Registries: AWS Agent Registry GA and the Shift to Governed Catalog Layers in 2026 Scaling from dozens to hundreds of agents forces governed registries — the connective tissue that adoption counts assume but deployments lack.