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DEFENSE & TACTICAL OPERATIONS

Authority Runtimes for Controlled Swarm Emergence

Enforce deterministic safety, local inference control, and air-gapped compartmentalization for autonomous agent swarms in contested environments. Optimized for high-consequence operational requirements.

Tactical Operations Topologies

One unified governance engine deployed across diverse operational constraints.

Centralized Command Plane

Cloud & GovCloud deployments

For enterprise command centers, orchestrators, and connected systems. Enforces unified organizational boundaries across all active threads, coordinates global spend limits, and maintains centralized threat-monitoring visibility.

  • Distributed locking via high-throughput Redis
  • Centralized policy distribution and updates
  • Instant, global HMAC-signed Swarm Kill Switch
Target Platform: AWS GovCloud / Azure Government

Decentralized Field Operations

Offline / Jammed contested edge

For air-gapped enclaves, drone swarms, and tactical field servers. Executes safety evaluations locally inside the process thread, coordinates consensus peer-to-peer, and retains absolute state integrity without external network calls.

  • Local O(1) database updates using SQLite WAL fallback
  • Containerized directory-level sandboxing (FUSE OverlayFS)
  • Consensus-based local state rollback checks
Target Platform: Embedded Linux / Air-Gapped Enclaves
P2P SWARM PROTOCOLByzantine Fault Tolerance (BFT)

Multi-Agent Quorum Consensus Mesh

1Alpha2Beta3Gamma4Delta5Epsilon
P2P Mesh: 10 Bidirectional Laser ConduitsBFT Active: 4/5 Honest Quorum
3

Agent Gamma

Payment Dispatcher

BYZANTINE
Proposed State Hash:0xDEAD...BEEF
Quorum Action Vote:REJECT
Consensus Time:0.054 ms
Compromised state detected. Node 3 attempted to commit an invalid state delta (0xDEAD...BEEF). Quorum rejected the mutation and isolated outbound laser conduits.
BFT Consensus Active (4 of 5 Honest Quorum Achieved):

Agent Gamma emitted a drifted state hash (0xDEAD...BEEF). The 4 honest nodes identified state divergence in sub-0.07ms, quarantined Agent Gamma's outbound tool calls, and committed the verified ledger state without cluster downtime.

Tactical Swarm Alignment

Deploying decentralized artificial intelligence in high-stakes tactical environments requires robust theoretical frameworks to guarantee predictable behaviors in self-organizing agent collectives. Exogram provides the deterministic, high-assurance runtime layer to enforce behavioral invariants.

Controlled Emergence

Enforce deterministic boundary constraints on self-organizing agent swarms. Ensure collective behaviors align with mission boundaries, preventing runaway actions or unauthorized mission drifts.

Local Inference Control

Separate cognition (probabilistic LLM reasoning) from execution (deterministic API and system actions). Scan reasoning traces (Chain of Thought) to block malicious intent or prompt injections before any tool executes.

Contested & Adversarial Edge

Provide complete offline functionality via WAL-backed SQLite ledgers and containerized sandboxes. Maintain security gate validation even when communications are jammed or individual nodes are compromised.

Compliance & Security Standards

Meeting federal cybersecurity requirements for mission-critical software.

FedRAMP Readiness

Designed to satisfy FedRAMP High controls. Supported by secure GovCloud deployments, cryptographic FIPS 140-2 enclaves, and comprehensive role-based access controls.

CMMC Level 2/3 Alignment

Aligns with CMMC requirements for access control, incident response, and system integrity. Generates immutable, machine-verifiable audit logs for all swarm executions.

Immutable Ledger Chain

Every action evaluation and consensus vote is compiled into a SHA-256 hash-linked ledger, providing legally defensible, tamper-evident proof of system safety.

Request a Technical Briefing

Learn how Exogram’s Authority Runtime secures tactical agent swarms, complies with CMMC guidelines, and scales in air-gapped military deployments.