Case Study
The compliance engine that needs to clear compliance
AGORA enforces statutory and doctrinal rules for defense operations. To field it on DoW networks, MBC partnered with Knox to open the IL4/IL5 path.
Client Details
Industry
Defense AI
HQ
Arlington, VA
Size
Small business
Knox is clearing the compliance runway so our team stays on the mission. We bring a validated defense-AI prototype; they get it onto the networks that matter.
Jennipher Rosecrans
Co-CEO
MBC
MBC
94%
grounded accuracy
97%
citation precision
1.9%
hallucination rate
Results
How Knox Helped MBC Soar
1
Challenges
A validated prototype still cannot ride DoW networks without IL4/IL5 authorization.
2
Phased Journey
1. Stand up an IL4/IL5 landing zone
2. Inherit 60-80% of controls from Knox
3. Hold compliance as AGORA scales
3
Results
By inheriting Knox’s authorized boundary, MBC trades the usual 12-to-36-month ATO slog for Knox’s 90-day target, and keeps its engineers on AGORA instead of compliance paperwork.
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