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Automating Assessments: Building a Machine-Readable Compliance Future

Eric Adams April 11, 2025 3 minutes read
Automation

The FedRAMP 20x initiative is reshaping how federal cloud security authorizations are achieved, and few areas promise as much potential for transformation as the automation of security assessments. The Automating Assessments Working Group is leading this effort by developing industry standards, open-source tooling, and machine-readable formats to streamline control validation, reporting, and enforcement. This shift could revolutionize the pace, accuracy, and scalability of FedRAMP compliance.


Why Automate FedRAMP Security Assessments?

Security compliance audits—especially for frameworks like FedRAMP—have traditionally relied on manual control validation and extensive documentation reviews. These processes are slow, inconsistent, and resource-intensive. As agencies increasingly demand real-time risk posture updates, this legacy approach is no longer sustainable.

Automation offers a path to:

  • Faster authorizations
  • Reduced assessor subjectivity
  • Improved repeatability and audit trail accuracy
  • Stronger security outcomes at scale

Key Focus Areas of the Working Group

1. Key Security Indicators (KSIs)

The group is identifying Key Security Indicators to represent high-value evidence of a control’s effectiveness. These indicators could include system telemetry, log patterns, and status of automated enforcement mechanisms.

Examples include:

  • Patch latency for high-severity vulnerabilities
  • Status of multi-factor authentication for privileged users
  • Average time to detect and respond to endpoint threats

2. Open-Source Tooling

A major objective is the development of open-source tools that can:

  • Collect and validate evidence from systems
  • Format it in machine-readable schemas (e.g., JSON, OSCAL)
  • Automate scoring or assessment status

These tools will allow CSPs and 3PAOs to reduce reliance on Excel trackers and PDFs, and instead push real-time compliance data directly to dashboards or assessment portals.

3. OSCAL and Standardized Formats

FedRAMP is embracing NIST’s Open Security Controls Assessment Language (OSCAL) to provide a consistent format for control documentation, implementation statements, and evidence submission.

Using OSCAL enables:

  • Interoperability between CSP systems, auditors, and agencies
  • Version control for SSP changes and control updates
  • Automation of control inheritance mapping and delta tracking

Benefits of Assessment Automation

Reduced Authorization Timeline

CSPs could move from months-long security assessment cycles to continuous readiness models, with evidence generated and reviewed on-demand.

Improved Consistency Across 3PAOs

Automation reduces subjective variation by applying rule-based logic to evidence evaluation. This levels the playing field across different 3PAOs and enhances trust in the process.

Easier Recertification and Reauthorization

Instead of redoing full assessments annually, automated tooling can track control drift and only flag deviations, enabling faster ATO renewals.


Technical and Organizational Challenges

Despite its promise, automation must overcome several hurdles:

1. Tool Integration

Most CSPs have heterogeneous environments—mixes of AWS, Azure, Kubernetes, on-prem systems. Standardizing data collection across these platforms remains complex.

2. Evidence Trustworthiness

Automated evidence can be spoofed or incomplete. The system must validate data authenticity, freshness, and completeness.

3. Resistance to Change

CSP compliance teams and 3PAOs accustomed to manual processes may be reluctant to adopt automation without proper training, trust-building, and support.


A Social and Technical Collaboration

Just like the other FedRAMP 20x working groups, this team is leveraging a community-driven model where CSP engineers, assessors, and federal officials contribute use cases, test prototypes, and refine approaches together. This mirrors peer note systems—where value emerges from crowd consensus, continuous validation, and transparent iteration.

However, as discussed in our parent article, authority boundaries and quality control mechanisms must be maintained to ensure the credibility of automated compliance doesn’t erode.


What’s Next in This Series?

Having examined the push for automation in assessments, the next article will explore how FedRAMP 20x aims to leverage existing commercial security frameworks to improve efficiency and reduce duplication in the authorization process.


References Cited:

1 Automating Assessments – FedRAMP 20x Working Groups
2 NIST OSCAL
3 FedRAMP Baseline Controls – Rev 5
4 GitHub: FedRAMP OSCAL Tools and Resources

About The Author

Eric Adams

See author's posts

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Previous: Standardizing Continuous Monitoring in FedRAMP Rev 5
Next: Leveraging Commercial Frameworks to Streamline FedRAMP

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