Behavioral analytics built in, not bolted on

Standalone UEBA tools generate risk scores in a separate console that analysts must check alongside their SIEM queue. ManySignal's behavioral context is delivered inline inside every triage case. The triage agent automatically includes entity risk score, peer-group deviation, and behavioral anomaly history in the evidence package — without the analyst needing to pivot to a second tool.

Initial baselines are ready in 7 days. If 90 days of historical telemetry is available at connection time, the model trains on that data immediately, producing accurate peer-group baselines within 48 hours of onboarding.

Yes. Service account behavioral baselining is a first-class feature. ManySignal tracks access patterns, authentication times, resource access rates, and API call volumes for every service account. Anomalous service account behavior — a common indicator of credential compromise — fires with the same triage pipeline as human user anomalies.

Historical UEBA risk data doesn't migrate — ManySignal trains fresh baselines from raw telemetry. The migration runs in parallel: your existing UEBA tool stays active while ManySignal builds its baselines. Once ManySignal's baselines stabilize (typically 4 weeks), the legacy tool can be decommissioned.

Yes. ManySignal's UEBA capability can be deployed as an enrichment layer that adds behavioral context to findings from your existing SIEM. In this configuration, SIEM findings are forwarded to ManySignal, the triage agent adds UEBA context, and the enriched case is returned to your analyst workflow.

ManySignal integrates with your identity provider (Okta, Entra ID) and HR system to ingest role changes, org structure updates, and employment status changes. When a user's role changes, their peer group updates and baseline retraining is triggered automatically. This prevents false positives from legitimate behavioral changes while still catching anomalies that don't match the new role profile.

Legacy UEBA tools typically produce 70–90% false positive rates because risk scores are not contextualized by what the alert actually means in the environment. ManySignal's triage agent evaluates the behavioral anomaly against entity history, current business context, and threat intelligence simultaneously — reducing the false positive rate to under 15% on UEBA-triggered escalations. The improvement comes from context, not looser thresholds.

Yes. ManySignal ingests activity from SaaS applications (Microsoft 365, Google Workspace, Salesforce, Slack, GitHub) and builds behavioral baselines per entity across SaaS usage patterns. Unusual data export volumes, access to sensitive document collections, OAuth token abuse, and API key misuse are all detected within the behavioral analytics framework — not just endpoint and IdP events.

ManySignal's behavioral analytics is included in the per-asset subscription — there is no separate UEBA module license. For teams replacing a dedicated UEBA tool, the cost comparison is favorable: typical Exabeam and Securonix contracts run $150–400K per year at mid-market scale. ManySignal provides equivalent UEBA functionality as part of the broader platform, typically at 40–60% of the legacy UEBA standalone cost.