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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.

Get API Key
Compliance Mapping AI API - Compliance mapping you can drop into any workflow | Product Hunt

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!
View Interactive Demo
Want more details? Read the API Documentation here.

Who Uses CMAI

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
  • Map customer questionnaires to internal requirements
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
  • Eliminate manual mapping when doing data uploads to GRC tools
Easily & Securely Integrate Into Your Business & Products

Tech Law
Firms

  • Map client policies, DDQs, and audit findings to NIST AI RMF, GDPR, and more
  • Standardize compliance mappings for AI governance and privacy opinions
  • Productize fixed-fee cyber/privacy assessments without manual tagging
Repeatable, Secure, Deterministic Mappings at Scale

M&A
Teams

  • Map target/vendor security text to due diligence frameworks
  • Quantify control coverage and regulatory gaps pre-close
  • Automate evidence collection for post-merger compliance harmonization
  • Generate structured JSON evidence packs for warranty negotiations and indemnity clauses
Quantify Risk Before You Close

MSSP & Consulting Firms

  • Standardize compliance mappings across every client engagement
  • Map findings, questionnaires, and policies to any framework instantly
  • Accelerate audit readiness and continuous compliance delivery
  • Productize repeatable governance services without manual tagging
Scale Compliance Services Without Scaling Headcount

Product Teams

  • Embed compliance mapping directly into your product via API
  • Support multiple frameworks without hard-coded logic
  • Turn customer inputs into structured JSON control mappings
  • Launch compliance features faster without building a mapping engine
Add Compliance Intelligence to Your Product in One API Call

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

Read The Case Studies

Read

Get Started With Compliance Mapping

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