CredencePlus
The crash-test rig for AI security tools
Independent evaluation-as-a-service for AI security workflows. Find where models fail before those failures reach production.
Failure Coverage
What breaks. What you get.
What Others Miss
- Agent stalls mid-workflow after a promising start
- Hallucinated IOCs and unsupported actor attributions
- Reasoning traces that look plausible but cite no evidence
- Silent quality drift after model or prompt updates
What You Get
- A single CredenceScore with dimension-level breakdowns
- Documented failure modes tied to reproducible test cases
- Board- and auditor-ready evidence for deployment decisions
- A blind-spot map by threat type and kill-chain stage
Sample Scorecard
What a CredencePlus report looks like
94
F1 Score
91
Accuracy
88
Instances
+12%
QoQ Improvement
Evaluation Dimensions
Four axes. No blind spots.
Accuracy
Measure precision and recall on real threat-intelligence workflows.
Hallucination Rate
Catch fabricated indicators, relationships, and unsupported claims.
Reasoning Quality
Validate whether claims are traceable to verifiable evidence.
Workflow Completion
Score end-to-end completion, not just first-step correctness.
How it works
One workflow category. One-week POC. Clear proof you can act on.
Connect
Hook up your LLM or agent pipeline with a lightweight integration.
Evaluate
Run benchmark suites on real SOC analyst tasks and workflows.
Report
Receive scores, failure traces, and decision-ready documentation.
Improve
Track drift, compare versions, and verify measurable improvement.
Ready to stress-test your AI?
Get independent, reproducible proof before production rollout.
Schedule a Call