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Applied AI·October 1, 2026·1 min read

‘The era of the agentic enterprise isn't coming, it's here’: Snowflake lays out what is business needs to be truly agentic

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When a data cloud vendor talks about the "agentic enterprise," they're pushing a world where agents sit directly on your governed data and execute workflows end-to-end. Before you buy that story, map which processes you’d actually trust agents to own this year—and what observability and rollback you’d need in place.

Applied AI

Sources: Anthropic has taken the unusual step of ending customers' discounts, which typically reach ~15%, once they hit the usage limits, forcing renegotiations

Anthropic cutting ~15% discounts once customers cross usage thresholds is a reminder that hyperscale model economics are tightening as consumption grows. If Claude is in your critical path, model in post-discount pricing and be ready with a multi-model or workload-tiering strategy before you hit renegotiation triggers.