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Compliance Mapping AI

Compliance Mapping AI API is a deterministic AI that maps findings, policies, questionnaires, and custom requirements to compliance controls—without LLMs, platform deployments, or data training. It can be used with or without any integrations and engineering.

Compliance Mapping AI is available both in the Secberus Governance Platform and as a standalone product.

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How it Works

Step 1: Send any security text
OCSF Findings, policies, evidence, questionnaires, or internal requirements.

2: Get structured control mappings back
Clean JSON, returned in milliseconds.

That's it! You're all set to go!

Use Cases

GRC & Compliance Teams

  • Review policies and evidence faster
  • Tag findings consistently across frameworks
  • Map internal or proprietary policies to external standards
  • Align new regulatory frameworks without deploying a platform
  • Reduce subjective interpretation across auditors and teams
No Integrations, No Engineering, Just Results

Devs & Platform Teams

  • Embed compliance mapping into CI/CD or security pipelines
  • Auto-classify findings in ticketing and alerting systems
  • Map questionnaire responses before they reach humans
  • Support multiple frameworks without hard-coding logic
  • Integrate compliance intelligence without building NLP models
Easily & Securely Integrate Into Your Business & Products

Benefits of Secberus' Compliance Mapping AI

Other Compliance AI

Secberus Compliance Mapping AI

LLM-based
Neural semantic search
Probabilistic results
Deterministic mappings
Outputs can vary run-to-run
Same input → same output
Risk of hallucinations
No hallucinations
Customer data used to train models
No training on your data
Hard to audit or explain
Predictable, auditable behavior

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