Awareness Software Group
Architecting Next Generation AI Software
Deep technical experience and mission-focused execution.
Our team brings decades of deep technical experience from the private sector, government agencies, and military operations — combining elite engineering with operational insight. Today, we're channeling that expertise into building next-generation AI systems, secure data platforms, and custom model architectures designed for real-world impact.
We don't just follow AI trends — we define them. Our dedicated research and development teams are constantly exploring breakthrough technologies, refining proprietary algorithms, and pushing the boundaries of what's possible with artificial intelligence. From advanced model architectures to scalable training pipelines, innovation is at the core of everything we build.
We design and train our own AI models using a foundation of high-integrity data and a patent-pending algorithm that streamlines dataset curation and labeling at scale. Our in-house pipeline enables the creation of powerful, purpose-built models tailored to specialized use cases. As our models and tools reach production maturity, we will begin releasing them as part of our expanding suite of AI software solutions.
We produce time-stamped, auditable dataset snapshots designed for AI evaluation, regression testing, and security research. Each release is packaged with manifests, machine-friendly formats (JSONL + Parquet), and clear semantics so teams can reproduce results months later.
Time-stamped releases you can cite and re-run forever. Ideal for model evaluation, regression testing, and benchmark baselines. Includes JSONL, Parquet, manifest, and licensing.
Focused datasets for ransomware, exploited vulnerabilities, and high-signal advisories. Built from authoritative CISA sources (KEV ground truth + enrichment) with NVD integration and confidence scoring.
Each snapshot includes JSONL, Parquet, HTML reports, interactive visualizations, and complete documentation. Delivered via private S3 signed URLs or customer-managed buckets.
Comprehensive AI solutions for enterprise, government, and defense applications.
We've built a powerful end-to-end AI platform from the ground up — designed to handle everything from secure data ingestion to real-time model deployment. Our core system is powered by our patent-pending algorithms, optimized for speed, accuracy, and scalability.
From data collection to model training, we manage the full AI lifecycle. We design and train custom AI models tailored to specific business, government, or defense requirements.
Security is at the core of our architecture. Our AI tools and services are built with military-grade encryption, role-based access control, and compliance with strict data protection regulations (FISMA, HIPAA, GDPR, and more).
Our advanced human-in-the-loop and automated labeling systems ensure accurate, high-quality datasets — the foundation for powerful AI. We offer domain-specific labeling for complex use cases including defense, medical, and geospatial data.
We've developed unique processes and algorithms to accelerate AI development while maintaining model integrity, explainability, and ethical compliance. Our innovations are currently in the patent pipeline.
Whether it's for a secure facility or a mobile operation, our AI systems can be deployed on any infrastructure — including on-premise, secure cloud environments, or at the edge for low-latency processing.
We deliver robust AI solutions designed for mission-critical operations, including surveillance, threat detection, predictive analytics, and operational optimization for military, intelligence, and national security agencies.
We support companies across industries — from healthcare and logistics to finance and manufacturing — helping them harness AI to automate operations, extract insights, and scale innovation.
Our platform seamlessly integrates with existing enterprise systems and modern AI tools (Hugging Face, TensorFlow, PyTorch, and more), enabling custom workflows, API access, and model chaining across any environment.
We embed transparency and ethics into every model we develop. From audit logs to interpretable decision-making, our platform is built for trust, accountability, and compliance.
Host your AI models in our secure infrastructure or manage them yourself — we offer flexible model management, continuous monitoring, auto-scaling, and retraining pipelines.
Our expert team offers AI strategy consulting, custom model development, research partnerships, and technology transfer services for organizations seeking next-generation capabilities.