Evidence thresholds, not confidence scores
A case advances only when the evidence for a verdict clears a defined threshold. Incomplete, contradictory, or stale evidence routes the case to an analyst instead of forcing a close.
For security engineers and architects
Pentra Graph reads your existing tools, models what it finds as a time-aware graph, and runs investigations under policy. Every write-back goes through review before it reaches your system of record.
Architecture and data model
Detections and telemetry are pulled from the tools you already run and normalized into a shared entity model. Relationships carry a timestamp, so the graph reflects what was true at the moment of the incident, not just the current state.
Pentra Graph reads from your SIEM, EDR, identity provider, and case tool. It does not require standing write access to collect data.
Actors, accounts, devices, processes, files, network, alerts, cases, evidence, and decisions are represented as entities with typed relationships.
Edges carry a validity window, so an investigation can be checked against the state of the graph as it existed at the time.
Proposed updates to your case tool or ticketing system queue for analyst review before they are committed.
What lives in the graph
What stays in your environment
Automation and control mechanics
Automation follows the graph under a defined policy: it can gather evidence, test benign explanations, and propose a verdict, but it stops and hands off whenever the evidence does not clear the bar.
A case advances only when the evidence for a verdict clears a defined threshold. Incomplete, contradictory, or stale evidence routes the case to an analyst instead of forcing a close.
Records merge into one entity only when identifiers match under a defined rule set. A weaker match is kept as a labeled possibility instead of being folded into the entity silently.
Every question asked, piece of evidence reviewed, and verdict reached is logged against the case. The trail can be replayed step by step, not just read as a final summary.
Connector credentials, logs, and case data stay inside the boundary you configure. None of it is used to train models for other customers.
Talk to an architect
Tell us what SIEM, EDR, identity, and case tools you run today. We will walk through the connector model and the write-back boundary in detail.