Morpheus · Guardrails

Five Guardrails. One Audit Trail. Autonomy You Can Prove.

A large US-based MSSP put all five under adversarial testing. APD 2.0 passed 5 of 5 scenarios with zero false all-clear verdicts. When Morpheus is uncertain, it defers to a human.

The five guardrails

  • Data-source health checks on every query
  • Verdict withholding when evidence is incomplete
  • Investigation guidelines enforced per query
  • A query-level audit trail you can reconcile
  • Handoff to an analyst with the reason attached

The failure mode nobody demos

Every agentic SOC demo runs on healthy data. Production does not. A SIEM connector expires. An endpoint agent drops offline. An identity API drifts and starts returning partial results. The investigation still completes. It completes on less evidence than it appears to have.

That is where autonomy breaks. The AI queries, finds nothing, and reports nothing found. A real incident closes as benign and the record looks clean. Guardrails exist so that outcome cannot happen quietly.

The five guardrails

Guardrails run on every investigation, in every autonomy mode. They are properties of the engine, so they apply whether Morpheus drafts for your approval or closes cases end to end.

01

Data-source health. Morpheus knows when it cannot see.

Before APD trusts a result, it checks whether the query actually succeeded. Authentication failures, platform outages, and API drift are classified by cause and severity, then attached to the investigation. A permanent authentication error and an empty result set are different findings, and Morpheus records them differently.

Evidence

With Microsoft Sentinel authentication deliberately broken mid-investigation, APD 2.0 identified a permanent authentication issue and kept the incident open.

02

Verdict withholding. No confirmation without evidence.

When the evidence is incomplete, APD states that the verdict cannot be confirmed and names the root cause. The incident stays open. “No threat found” and “unable to verify” are separate outcomes with separate handling, and the summary says which one applies.

Evidence

Across three induced data-source failures, APD 2.0 produced zero false all-clear verdicts. When Morpheus is uncertain, it defers to a human.

03

Investigation guidelines. Your policy, enforced per query.

Investigation guidelines are rules you write. Morpheus applies them at query construction, before the query runs, so scoping happens at the field level of the data rather than in the model’s judgment. A guideline requiring a customer name in every SIEM search binds every search.

Evidence

In a multi-tenant SOC, that guideline held in every query APD 2.0 ran across the customer’s isolation probes.

04

Query-level audit trail. The summary is the record.

Every query APD executes is logged, and the investigation summary is generated from that log. What you read is what ran. Your auditors and regulators can reconcile the two line by line, without taking the narrative on trust.

Evidence

A query-by-query audit by the customer’s security engineering team returned an exact match. When Morpheus is uncertain, it defers to a human.

05

Human handoff. Escalation with the reason attached.

When a guardrail fires, Morpheus routes the investigation to an analyst with the failure cause, the queries attempted, and the partial evidence already gathered. Your team picks up context instead of rebuilding it. Once the underlying issue is fixed, the investigation reruns against complete data.

Evidence

After Okta API drift was corrected, APD 2.0 reran its queries and reached the correct conclusion.

Where guardrails fit

Autonomy sets the ceiling. Guardrails set the floor.

Proven under failure

5 / 5

Read the full test-by-test breakdown

faqs

Frequently Asked Questions

Break it on purpose.

Bring your own failure scenarios to a 30-minute demo and watch what the guardrails do.