Trace-based judging leads analytics-agent evaluation comparison
On 72 labeled cases the trace-based harness reached F1 0.90, while red-teaming found 24 failures missed by functional tests.
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Stories tagged #enterprise-analytics
AgentOnto: Ontology-Guided LLM Agents for Enterprise Data Analytics
AgentOnto guides enterprise LLM analytics with an ontology that is built, used, and updated from feedback.
MasterControl Seventeen Every Time
Governed enterprise analytics study shows deterministic policy execution matched 110/110 answer-and-evidence contracts while runtime agent planning matched none.