Research & Validation
Applied research on execution, governance, and recovery in safety-critical environments. All artifacts validated on production hardware.
Validation Approach
CommandRoomAI undergoes ongoing applied research focused on execution, governance, and recovery behavior in safety-critical environments where assumptions fail.
Testing examines system behavior under degraded conditions, partial connectivity, isolation, and sustained operational stress — to surface failure modes and recovery limits before they appear in operational environments.
Two-Phase Validation
Phase 1: Method Validation
Conducted on accessible hardware to verify core functionality, governance semantics, and recovery behavior under controlled load conditions.
Phase 2: Dedicated Hardware
Conducted on infrastructure provisioned for sustained operational stress, network degradation, and failure injection that cannot be safely replicated on accessible systems.
What Is Validated
Execution Behavior
How HITL and constrained autonomy modes behave under stress, degradation, and policy constraint violations.
Governance Enforcement
Profile-gated execution, policy compliance checks, fail-closed behavior when audit health degrades.
Recovery Limits
Detection latency, isolation time, state restoration accuracy, verification completeness under sustained failure injection.
Audit Continuity
Immutable log integrity, timestamp synchronization, chain-of-custody preservation during network partitions.
Network Degradation
Behavior under packet loss, latency spikes, jitter, and complete connectivity loss for sustained periods.
Offline Operation
Workflow continuity, decision logging, state consistency when isolated from central systems for hours or days.
Published Research Artifacts
Jetson AGX Orin Benchmark
Hardware validation and inference benchmarks on NVIDIA Jetson AGX Orin edge AI platform. Composite score: 132/100.
Source: View White Paper →
Apple Silicon Stress Validation
14+ day continuous validation on M-series SoC. Sustained fault injection, concurrency, governance enforcement, and audit integrity testing.
Source: Download PDF →
HP ProLiant G8 Chaos Validation
Ubuntu 24.04 chaos engineering validation on HP ProLiant G8 enterprise hardware. Network degradation, resource exhaustion, recovery behavior, governance continuity.
Source: Download PDF →
SEI Technical Brief
Architecture overview for federal research and standards organizations. Prepared for Software Engineering Institute review.
Source: Download PDF →
Validation Methodology (TRL 6)
Comprehensive TRL 6 validation methodology: stress testing, chaos engineering, governance validation, and multi-platform verification.
Source: Download PDF →
Research Brief
Technical overview of AriaOS research focus, validation methodology, and applied research areas.
Source: Download PDF →
Degraded Modes Matrices
Five industry-specific governance matrices examining system behavior under degraded conditions:
Source: AriaOS.dev/research/technical/degraded-modes-matrices
Company Documents
Capability Statement
Company capabilities, CAGE code, UEI, SAM registration, and technical qualifications for government contracting.
Partnership Tiers
Engagement models for government, research institutions, and commercial partners.
SDVOSB Credentials
CAGE: 14JQ9 | UEI: NW3SNPP7QWF4 | SAM.gov registered | SDVOSB & VOSB certified
Platform Benchmark Data
Detailed performance data for all CommandRoomAI modules — AriaOS, HammerIO, ModelSafe, AriaOS: Forge, and MemoryMap.
View All Benchmarks →