Product Launchhybrid viewsobservabilityciscodatastore
Cisco Launches ACE For Machine Data
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8.3
Cisco introduces ACE (Analytics Context Engineering), a framework that constructs hybrid data views and a virtual filesystem to transform nested JSON/AST machine payloads for LLM consumption. ACE stores full-fidelity data in an external datastore, generates columnar and row-oriented views, and reports reductions in token usage (from 5,025 to 2,350) with improved answer accuracy in troubleshooting tests.
Scoring Rationale
Official Cisco engineering innovation delivers measurable token and accuracy gains, but scope currently focuses on observability-specific workflows.
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