You own the backlog, the tuning debt, and the analysts who leave when both get worse. Here is what Samyoga changes about the work itself, and where it does not fit.
Every entity in the queue arrives ranked by what an attacker could reach from it. The 3am question stops being "which of these fifty alerts first" and becomes "this one, because PROD-DB is three hops away."
Graph-placed decoys sit on routes real attackers use and nothing legitimate touches. When one fires, it is signal — the highest-fidelity alert class your SOC will own.
Each prescription names the playbook change, predicts the deflection, then measures it weekly against a 30-day baseline. You spend engineering hours where the deflection number says to, and you show your MSSP or your director the receipts.
The share of an alert cohort that resolves with no analyst touch. Sampled weekly, measured against a pre-deployment baseline.
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