San Jose, CA — Secberus today announced the launch of Compliance Mapping AI, a new standalone service that uses advanced semantic AI to automate one of the most time-consuming challenges in security and compliance: mapping unstructured text to the correct compliance controls across frameworks.
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Built on an in-house AI semantic matching engine—not a generative LLM—the service delivers fast, precise, and deterministic mappings without risking customer data exposure. Compliance Mapping AI can take any text—including security findings, policy statements, audit questionnaires, evidence submissions, and even customer-defined frameworks—and instantly identify the most relevant controls across NIST, SOC 2, HIPAA, PCI, and more.
“Compliance mapping has been a universally manual, error-prone, and expensive task,” said Everett Young, co-founder of Secberus. “Teams spend countless hours interpreting findings, questionnaires, and policies and translating them into controls. Compliance Mapping AI reduces that effort to a single API call.”
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Purpose-Built AI—Without the Risks of LLMs
At the core of the new service is a domain-trained AI semantic engine that uses neural semantic search to understand the meaning of text and compare it against a library of compliance controls. Unlike LLMs, it does not generate content and does not learn from or store customer data, providing a highly controlled and secure alternative suitable for regulated industries.
“Security teams want the power of AI, but not the unpredictability of generative models,” said Jason Hensley, CTO of Secberus. “This engine is deterministic, fast, accurate, and completely contained. It provides all the intelligence without the risk.”
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A Standalone Service That Works Anywhere
Compliance Mapping AI is delivered as a lightweight, API-first microservice designed for easy adoption by:
- SMBs seeking to classify findings or alerts by control without manual interpretation
- Managed Security Service Providers (MSSPs) who need to support multiple frameworks and automate high-volume mapping tasks
There is no UI to learn, no infrastructure to integrate, and no workflow changes required for most use cases. Customers receive an API key, submit text, and receive a JSON response with mapped controls—typically in milliseconds.
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Immediate Value for SMBs and SaaS Startups
For SMBs and fast-growing SaaS companies, compliance quickly becomes a bottleneck—often long before they have dedicated security or GRC staff. Customer questionnaires, SOC 2 readiness, evidence collection, and mapping findings to frameworks can drain precious engineering time.
Compliance Mapping AI gives these teams enterprise-grade automation with almost no lift.
With a simple API request, startups can:
- Instantly map security findings to the proper controls—without hiring analysts
- Convert policies, evidence, or customer questionnaires into structured compliance mappings
- Accelerate any compliance readiness by automating interpretation
- Respond to enterprise customer audits in minutes instead of days
- Maintain consistent, repeatable control mappings as frameworks evolve
Because the service requires no UI, no infrastructure changes, and no workflow adjustments, even small teams can onboard and get results in under an hour. This lets SaaS companies demonstrate compliance maturity early, close deals faster, and avoid the operational drag of manual control mapping.
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Immediate Value for MSSPs and Their Customers
The service also creates a powerful new opportunity for MSSPs who want to offer differentiated compliance services without building their own mapping engines, waiting for long integration cycles, or purchase a whole new platform.
In recent discussions with MSSPs Secberus identified an urgent need for fast, accurate mapping across multiple control frameworks. Compliance Mapping AI addresses this need directly, enabling MSSPs to deliver new value to clients immediately.
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A Strategic Wedge Into the Secberus Governance Platform
While the new service can operate completely independently of the full platform, it also acts as a natural entry point into the broader Secberus Governance Platform where it exists as a feature. Customers who begin with automated mapping can then scale up to benefit from:
- Framework and control lifecycle management
- Policy logic management and violation orchestration
- Cross-framework reporting and assurance
- Broader integrations
- Multi-tenant governance for MSSPs and larger enterprises
Compliance Mapping AI provides the fastest, lowest-friction starting point for organizations looking to modernize their governance practices.
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Availability
Compliance Mapping AI is available today for select partners and early access customers. Secberus is currently onboarding MSSPs, SMBs/SaaS Startups, and enterprises seeking to automate compliance mapping workloads.
Organizations interested in participating in the early access program can contact Secberus at info@secberus.com.
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About Secberus
Secberus is a cloud governance platform built to unify security, compliance, and risk workflows across distributed teams and complex cyber ecosystems. With a data lakehouse core, a federated policy engine, and AI-driven automation, Secberus helps MSSPs and enterprises reduce risk, simplify compliance, and govern cyber environments at scale.
