Mil-Spec Engineering Lifecycle

From Blueprint to Battle-Tested Deployment

Deploying mission-grade intelligence demands a disciplined, repeatable engineering cycle. Here is how Agentivue AI moves from security classification to live production in days.

01
Clearance & Isolation

Security Classification & Air-Gapped Scoping

We audit network topology, hardware constraints (NVIDIA Jetson, on-prem clusters), camera protocols (RTSP/ONVIF), and security classification levels to guarantee zero unmonitored telemetry egress.

Classification: Confidential / Air-Gapped
Security Audit: Zero-Trust Protocol
Timeframe: Day 01 - 03
02
Synthetic Hardening

Proprietary Dataset Hardening & Synthetic Simulation

We ingest domain-specific knowledge (exam blueprints, camera angle feeds, perimeter maps) and generate high-fidelity synthetic variations to stress-test corner cases and edge anomalies.

Data Synthesis: 10x Augmentation
Sanitization: On-Premise Only
Timeframe: Day 04 - 07
03
Quantized Acceleration

Model Compilation & Sub-15ms Edge Optimization

Fine-tuned YOLOv8, SLM, and vision transformers are converted and compiled to TensorRT engines with FP16/INT8 precision for ultra-low latency execution on target hardware.

Precision Target: TensorRT INT8
Inference Latency: < 14.8 ms
Timeframe: Day 08 - 12
04
Swarm Choreography

Multi-Agent Policy Orchestration & Verification

Specialized agent swarms (planners, evaluators, surveillance correlation nodes) are linked with dynamic consensus guardrails to prevent hallucinations and misclassifications.

Agent Swarm: 4-Node Swarm
Consensus Gate: Strict Dual-Check
Timeframe: Day 13 - 16
05
Production Deployment

Turnkey Staging & Air-Gapped Deployment

We deliver self-healing containerized Kubernetes manifests or embedded edge binaries with full human-in-the-loop dashboard cockpits tailored to your command staff or educators.

Deployment: Kubernetes / Edge Binary
Downtime Target: 0.00% Zero-Loss
Timeframe: Day 17 - 21
06
SLA Watchdog

Continuous Telemetry, SLA Guardrails & Model Drift Audit

24/7 autonomous watchdog agents monitor inference latency, drift metrics, and hardware thermal limits, automatically triggering recalibration without operational disruption.

Uptime SLA: 99.98% Backed
Audit Logs: Tamper-Evident
Frequency: Continuous (24/7)

Ready to Initiate Stage 01?

Our executive engineering team can evaluate your security architecture and provide an operational feasibility blueprint in under 72 hours.