The $400K Problem With Manual CMMC Evidence Collection
CMMC Level 2 requires evidence across 110 NIST SP 800-171 practices spanning six domains. At a $50M-$2B DoD contractor with 250-5,000 employees, that means pulling access records from CyberArk, configuration logs from Microsoft 365 GCC High, vulnerability scan results from Tenable.io, and policy documentation from SharePoint — manually, by a compliance team that also has day jobs. Consultant fees get you project management and formatting expertise, but the underlying data retrieval is still human labor at scale. Six months and $400K is the current steady state, not a worst case.
Automated Artifact Collection, NIST Practice Mapping, Gap Reporting in ServiceNow
An AI Labor Company agent mines compliance team Teams channels and ServiceNow GRC ticket histories to understand your existing evidence collection workflow, then deploys an agent that queries Microsoft 365 GCC High logs, CyberArk access records, and Tenable scan results directly. Each artifact is mapped to its corresponding NIST 800-171 practice ID and formatted for C3PAO submission. Where a practice has insufficient or missing evidence, the agent generates a structured gap report in ServiceNow with the practice ID, what's needed, and the severity. The CISO reviews the gap report and approves the remediation priority list — the work shifts from collection to judgment.
Faster Certification, Lower Cost, Continuous Readiness
The business case is both cost avoidance and competitive positioning. Compressing evidence collection from six months to under six weeks means the remediation team has meaningful lead time before the assessment window, which improves first-pass assessment outcomes. It also reduces the consultant engagement needed for evidence packaging — the efficiency on collection work typically runs 65-85 percent. The agent is generally operational within six weeks of engagement. Beyond the immediate cycle, a systematic evidence collection process means subsequent re-certifications don't restart from scratch. For contractors where CMMC Level 2 is a prerequisite for new contract awards, faster certification is a direct revenue enabler.
Does the agent work in a Microsoft 365 GCC High environment or just standard GCC?
The agent is designed to operate within Microsoft 365 GCC High, which is the appropriate boundary for CUI handling under CMMC Level 2. All queries and data handling stay within the GCC High boundary.
What if some NIST 800-171 practices don't have coverage in our current tooling?
Those practices are flagged as gaps in the ServiceNow gap report with a classification indicating the missing tool or process. The CISO review step is specifically designed to prioritize which gaps require new tooling versus compensating controls versus policy documentation.
Is this useful for re-certification cycles, or just the initial assessment?
Both. The first cycle builds the evidence collection framework and documents your current posture. Subsequent cycles run against that framework with delta detection — identifying what changed since the last assessment rather than rebuilding the evidence package from scratch.