PROJECT CHALLENGES
Defense contractors pursuing CMMC certification face a manual, weeks-long audit process. Preparing for NIST 800-171 compliance across all 110 controls involves extensive documentation, evidence gathering, gap analysis, and report writing — with no unified platform to streamline the work without sacrificing thoroughness.
- Manual assessment across all 110 NIST 800-171 controls consumes weeks per engagement.
- Evidence collection and artifact-to-control mapping was entirely human-driven.
- Generating audit-ready reports required duplicated effort across disconnected documentation systems.
- DoD contractors had no unified workflow spanning CMMC 1.0, CMMC 2.0, and CMMC 3.0 frameworks.
SOLUTION
We built Cyboria, a fully automated CMMC compliance platform powered by AI. The system walks organizations through a guided assessment flow covering CMMC 1.0, CMMC 2.0 (NIST 800-171), and CMMC 3.0. Users answer straightforward questions mapped to each control, and the AI engine handles the rest.
The platform generates compliance scores, identifies gaps, produces Plans of Action and Milestones (POA&M), and assembles audit-ready reports. Evidence collection is built in, with artifact-to-control mapping handled automatically. Policies are generated from AI-assisted templates, and a real-time compliance dashboard keeps stakeholders aligned.
The entire pipeline — from initial assessment to exportable evidence packages — runs through AI-driven workflows that turn a weeks-long manual process into a few days of focused work.
RESULT
Cyboria has run 5+ assessments with 100% coverage across all 110 NIST 800-171 controls, and cut average audit preparation time by 60%. What used to take defense contractors weeks of documentation and gap analysis now runs through AI in a fraction of the time — without sacrificing audit readiness or completeness.


