Why Evidence Collection Breaks Every CMMC Timeline
The $180,000-$320,000 per-assessment-cycle cost of C3PAO preparation isn't mostly consultant fees — it's the internal labor cost of a compliance process that was designed for humans, not systems. Each of the 110 CMMC Level 2 practices requires artifacts: configuration exports from CrowdStrike Falcon, scan results from Tenable.io, access logs from Microsoft 365 GCC, policy documents from SharePoint, Varonis activity reports. Pulling each artifact, mapping it to the right practice, formatting it for C3PAO submission, and identifying which practices have no evidence yet — that's a months-long project when done manually. And it starts over every assessment cycle.
Automated Evidence Collection, Gap Tickets in Jira, CISO Review at the End
An AI Labor Company agent indexes your System Security Plan and maps each of the 110 CMMC Level 2 practices to the evidence sources available in your environment. It then runs queries against CrowdStrike Falcon, Tenable.io, and Microsoft 365 GCC, pulls the relevant configuration data and scan outputs, and packages artifacts per practice in the format C3PAO assessors expect. Where evidence is missing or insufficient, the agent generates Jira tickets with the specific practice ID, what's needed, and the owner responsible. The completed evidence package routes to the CISO for final review before submission. The IT team's time shifts from collection to remediation — the higher-value work.
Risk Avoided, Timeline Compressed, Future Cycles Cheaper
The business case here is primarily risk and cost. CMMC Level 2 certification is a prerequisite for CUI-handling contracts — the exposure from a failed or delayed assessment isn't abstract, it's contract eligibility. An agent that compresses evidence collection from six months to under six weeks doesn't just save calendar time; it gives the remediation team meaningful lead time before the assessment window opens. Efficiency on collection work typically runs 65-85 percent. The agent is generally operational within six weeks of engagement. And because the collection process is now systematic and documented, subsequent assessment cycles are structurally cheaper than the first.
What if our Microsoft 365 GCC High environment has gaps in its logging configuration?
The agent identifies those gaps explicitly — a practice mapped to M365 GCC logs where logging is incomplete surfaces as a gap ticket in Jira, not a false pass. Visibility into what's missing is one of the primary outputs.
Does the agent produce artifacts in a format C3PAO assessors actually accept?
The packaging format is configured based on your specific C3PAO's submission requirements. If those requirements differ from standard formats, the evidence package structure can be adjusted before the first production run.