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A battle-tested methodology that transforms manual processes into AI-native operations — moving your organization from TRL 1 to TRL 9 in months, not years.
We start with proven commercial platforms and open-source models, then adapt them to your data, hardware, and compliance constraints. This COTS-first approach reduces delivery risk and compresses timelines without locking you into one model vendor.
AI-guided session maps your operations in 30 minutes — departments, workflows, bottlenecks, and a prioritized operating map.
Deploy your first Digital FTE. Core modules, 8 AI agents, Command Bar, Morning Briefing — $599/mo replaces $40–60K/yr in manual work.
Integrate QuickBooks, banking, Gmail. Unlock 16 agents, cross-source intelligence, and full autonomy — 3 Digital FTEs replacing $120–180K/yr.
Enterprise scale with dedicated engineering, private deployment, custom modules, and unlimited Digital FTEs across departments.
Map your operations, identify AI opportunities, and establish the data foundation. From initial concept to working lab demonstration.
Cross the Valley of Death. Connect your existing tools, deploy AI-native operations, and validate in production environments.
Starting at 1 Digital FTE — replacing $40–60K/yr in manual operations
Enterprise and defense-grade deployment. Dedicated engineering, custom modules, air-gapped environments, and autonomous agent orchestration.
Every capability maps to a FORGE OS subsystem. Explore each subsystem to see how outcomes are delivered inside one operating system.
Automate repetitive knowledge work: email triage, document classification, and compliance routing with thread-aware AI agents.
RAG-powered Q&A across internal knowledge bases with deterministic citation and full provenance chains.
Thread reconstruction, sentiment tracking, and action-item extraction across enterprise email at scale.
Auditable, cited answers to compliance questions with dual-stream fusion of structured and unstructured data.
AI-powered translation of legacy languages (COBOL, Fortran, Ada, VB6) to modern equivalents with semantic preservation.
Decompose monoliths into microservices, migrate on-prem to cloud-native, and modernize data layers with AI-guided refactoring.
Extract undocumented business rules and tribal knowledge from legacy codebases into structured, maintainable documentation.
Automated test suite generation before and after migration, ensuring behavioral equivalence throughout transformation.
LoRA, QLoRA, and full SFT for domain adaptation with 10x less data.
Physics-informed architectures and synthetic augmentation for defense domains.
Quantization, distillation, and pruning for <100ms latency on tactical hardware.
Traceable, auditable decisions for mission-critical operations.
Real-time anomaly detection across multi-modal sensor data, plus time-series forecasting for demand prediction, equipment degradation, and resource planning.
Generate physically plausible training data using Cosmos world models, reducing real-world data requirements by 10x.
Bridge the reality gap with video-to-video translation, enabling robot policies trained in simulation to deploy in physical environments.
VLM-powered scene understanding, intelligent event detection, and natural language search across video feeds.
Swarm intelligence and multi-robot teaming for warehouse, logistics, and defense operations.
Physics-fidelity simulations for testing, training, and operational planning using Cosmos world models.
Neural networks constrained by conservation laws, boundary conditions, and physical principles for higher accuracy with less data.
AI-enhanced radar for next-gen detection in cluttered, contested environments.
Real-time spectrum monitoring, classification, and electronic warfare capabilities.
QGNN architectures for defense intelligence, network analysis, and pattern recognition in classified datasets.
NIST PQC standards implementation (CRYSTALS-Kyber/Dilithium, FALCON, SPHINCS+) for quantum-resilient security.
Edge AI, autonomous systems, and quantum-resilient security for contested environments.
55% detection improvement, U.S. Army (IRIS)
IoT sensor fusion, predictive analytics, and anomaly detection for ports, cities, and utilities.
92% anomaly accuracy, Port of Cleveland
Defect detection, predictive maintenance, and warehouse robotics for production environments.
30% downtime reduction, Rogue Fitness
Real-time fraud detection, risk modeling, and intelligent document processing.
50% fraud reduction, Nationwide Insurance | SOC 2 Type II
Clinical decision support, medical imaging AI, and secure patient data processing for healthcare organizations.
HIPAA-compliant | SOC 2 Type II | ISO 42001 AI governance
Legacy code transformation, technical debt elimination, and codebase modernization using AI-powered tooling.
Tool-agnostic: Claude Code + Codex + Gemini + Cursor
These methodologies power FORGE OS subsystems — each validated through federal R&D programs and deployed in production environments.
From fine-tuning to edge inference, every layer optimized.
Experiment tracking, vector search, and RAG pipelines.
Containers to tactical edge hardware.
Digital twins to quantum circuits.
Platform-agnostic AI coding tools. We use the best agent for each task.