← Atlas Theme · spans 1 topics

Agent platforms are marketed on capabilities their showcase customers have not yet deployed.

Named-customer investigations find showcase deployments stalled on compliance and integration while marquee products ship pilot-only on self-graded benchmarks, converting marketing claims into a documented credibility wedge for rivals.

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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
Agentforce's Marketing-Reality Gap: The Bloomberg Investigation's Named Customers and Salesforce's Response

Named showcase customers confirm the marketed agent capabilities exist only in demos, stalled on compliance and integration.

How companies are using autonomous AI agents
Agentic AI Market Size and Growth: Salesforce's Agentforce Metrics from Q2 FY27 Earnings to Dreamforce 2026

The platform's headline products remain pilot-only and self-benchmarked even as marketing touts autonomous capability — the exact showcase-versus-deployment gap.