Custom AI Solutions for Every Mission
From SMB knowledge automation to sovereign defense AI. We engineer, deploy, and support custom solutions built on proven commercial foundations.
COTS-First. Custom-Fit. Mission-Ready.
We start from proven commercial off-the-shelf platforms and open-source models, then adapt them to your mission, your constraints, and your hardware. We customize every deployment to your environment. Never a one-size-fits-all product. This approach delivers fielded capability 60-70% faster and at lower cost than custom-build programs.
Platform Assessment
Evaluate existing infrastructure, identify integration points, define success metrics and deployment constraints.
Prototype & Integration
Rapid prototyping on COTS platforms, iterative refinement with operational feedback, edge optimization.
Field Validation
Deployment to operational environments, performance validation against real-world conditions, handoff to operators.
Built for Your Environment
Knowledge & Automation
AI-powered knowledge retrieval and process automation for teams of 5–100. Operational AI without a dedicated ML team.
- Thread-aware email intelligence
- RAG document Q&A
- Predictive maintenance
- Quality inspection
- AI-assisted legacy code modernization
Platform Intelligence at Scale
Multi-site deployments, custom model training, and advanced analytics. Integrates with your existing infrastructure.
- Custom model fine-tuning
- Fleet robotics management
- Real-time fraud detection
- Multi-sensor fusion
- Legacy system modernization & migration
Sovereign & Tactical AI
Air-gapped deployment, IL5/IL6 classification handling, and edge AI for contested environments. COTS-first approach delivers fielded capability on accelerated timelines.
- Edge inference on tactical hardware
- Electronic warfare AI
- Post-quantum cryptography
- Classified document intelligence
- Legacy defense system modernization (Ada, Fortran, C)
- ISO 42001, SOC 2 Type II, and HIPAA compliance
Five Subsystems. One Platform.
Every capability maps to a FORGE OS subsystem. Click a subsystem to see its components.
What We Build
Process Automation
Automate repetitive knowledge work: email triage, document classification, and compliance routing with thread-aware AI agents.
Document Intelligence
RAG-powered Q&A across internal knowledge bases with deterministic citation and full provenance chains.
Email Thread Analysis
Thread reconstruction, sentiment tracking, and action-item extraction across enterprise email at scale.
Compliance & Regulatory Q&A
Auditable, cited answers to compliance questions with dual-stream fusion of structured and unstructured data.
Language Migration
AI-powered translation of legacy languages (COBOL, Fortran, Ada, VB6) to modern equivalents with semantic preservation.
Architecture Transformation
Decompose monoliths into microservices, migrate on-prem to cloud-native, and modernize data layers with AI-guided refactoring.
Knowledge Extraction
Extract undocumented business rules and tribal knowledge from legacy codebases into structured, maintainable documentation.
Test Generation & Validation
Automated test suite generation before and after migration, ensuring behavioral equivalence throughout transformation.
Foundation Model Post-Training
LoRA, QLoRA, and full SFT for domain adaptation with 10x less data.
Sparse-Data Learning
Physics-informed architectures and synthetic augmentation for defense domains.
Edge Inference Optimization
Quantization, distillation, and pruning for <100ms latency on tactical hardware.
Explainable AI
Traceable, auditable decisions for mission-critical operations.
Anomaly Detection & Forecasting
Real-time anomaly detection across multi-modal sensor data, plus time-series forecasting for demand prediction, equipment degradation, and resource planning.
Synthetic Data Generation
Generate physically plausible training data using Cosmos world models, reducing real-world data requirements by 10x.
Sim-to-Real Transfer
Bridge the reality gap with video-to-video translation, enabling robot policies trained in simulation to deploy in physical environments.
Video Analytics AI Agents
VLM-powered scene understanding, intelligent event detection, and natural language search across video feeds.
Multi-Agent Coordination
Swarm intelligence and multi-robot teaming for warehouse, logistics, and defense operations.
Digital Twin Simulation
Physics-fidelity simulations for testing, training, and operational planning using Cosmos world models.
Physics-Informed Neural Networks
Neural networks constrained by conservation laws, boundary conditions, and physical principles for higher accuracy with less data.
Advanced Radar Signal Processing
AI-enhanced radar for next-gen detection in cluttered, contested environments.
Electromagnetic Spectrum Analysis
Real-time spectrum monitoring, classification, and electronic warfare capabilities.
Quantum Graph Neural Networks
QGNN architectures for defense intelligence, network analysis, and pattern recognition in classified datasets.
Post-Quantum Cryptography
NIST PQC standards implementation (CRYSTALS-Kyber/Dilithium, FALCON, SPHINCS+) for quantum-resilient security.
Sectors We Serve
Defense & Intelligence
Edge AI, autonomous systems, and quantum-resilient security for contested environments.
- CortexEdge AI for object detection and classification
- KineticTactical autonomous systems and ISR analytics
- QBitPost-quantum cryptography readiness
55% detection improvement, U.S. Army (IRIS)
Critical Infrastructure
IoT sensor fusion, predictive analytics, and anomaly detection for ports, cities, and utilities.
- MemoryOperational document intelligence
- KineticVideo analytics for monitoring
- CortexPredictive maintenance model optimization
92% anomaly accuracy, Port of Cleveland
Manufacturing & Logistics
Defect detection, predictive maintenance, and warehouse robotics for production environments.
- KineticAMR navigation and quality inspection
- CortexPredictive maintenance fine-tuning
- QBitVehicle routing and supply chain optimization
30% downtime reduction, Rogue Fitness
Financial Services
Real-time fraud detection, risk modeling, and intelligent document processing.
- MemoryRegulatory compliance Q&A
- CortexRisk model fine-tuning
- QBitPortfolio optimization via quantum algorithms
50% fraud reduction, Nationwide Insurance | SOC 2 Type II
Healthcare
Clinical decision support, medical imaging AI, and secure patient data processing for healthcare organizations.
- CortexMedical imaging model fine-tuning
- MemoryClinical knowledge retrieval and documentation
- QBitHIPAA-compliant data encryption
HIPAA-compliant | SOC 2 Type II | ISO 42001 AI governance
Software & Technology
Legacy code transformation, technical debt elimination, and codebase modernization using AI-powered tooling.
- CortexAI-powered code analysis and migration
- CortexAutomated test generation and validation
- MemoryBusiness rule extraction and documentation
Tool-agnostic: Claude Code + Codex + Gemini + Cursor
Tools of the Trade
Training & Inference
From fine-tuning to edge inference, every layer optimized.
Orchestration & Retrieval
Experiment tracking, vector search, and RAG pipelines.
Edge & Deployment
Containers to tactical edge hardware.
Simulation & Quantum
Digital twins to quantum circuits.
Automated Coding Agents
Platform-agnostic AI coding tools. We use the best agent for each task.
Ready to Build Something Real?
From knowledge automation for growing teams to sovereign AI for defense, we build custom solutions that survive contact with the real world.