ASG - Agentic Secure Group
Secure AI for Regulated Industries

AI That Never Leaves Your Infrastructure

Private deployment. Air-gapped networks. IC-vetted teams. Defense-grade AI for intelligence, legal, and government operations.

The ASG Ecosystem

Ecosystem

Unified Expertise Across Critical Domains

Four specialized organizations. One mission: delivering secure, verifiable AI for the world's most demanding environments.

NSA / IC

Team Background

DoD

Deployment Experience

TS/SCI

Clearance Levels

501(c)(6)

Standards Body

Industry Challenge

The Challenge & Our Response

Public LLMs fail high-stakes work. We built something different.

The Problem

Public LLMs Fail High-Stakes Work:

  • High hallucination rates in public LLM tools for legal and regulated work
  • Sensitive data exposed to third-party cloud providers
  • No ownership or control over the underlying models

Verification time exceeds AI savings.

Our Solution

Custom SFT+RL in YOUR Infrastructure:

  • We design YOUR model—SFT + RL, not API wrappers
  • On-premise or air-gapped—data never leaves your infrastructure
  • Multi-agent architectures with domain-specific validation

You own the science.

You own the model.

Capabilities

Built for Regulated Industries

Purpose-engineered AI infrastructure where security isn't an afterthought—it's the foundation.

Private Deployment

On-premise and air-gapped deployment for classified environments. Your data never leaves your control plane.

  • Air-gapped networks
  • On-premise hosting
  • Private cloud

Compliance Architecture

Built to NIST AI RMF standards from day one. Audit-ready infrastructure designed for regulated environments.

  • NIST AI RMF aligned
  • Audit-ready
  • Compliance-first

IC-Grade Security

Teams with NSA, DoD, and National Laboratory backgrounds. Active clearances and proven operational experience.

  • Cleared personnel
  • IC alumni
  • DoD experience

Zero Trust Architecture

Assume nothing, verify everything. Military-grade encryption with cryptographically verified audit trails.

  • End-to-end encryption
  • Verified audit trails
  • Zero trust

Multi-Agent Validation

Specialized AI agents challenge and verify outputs before delivery. Defense-grade accuracy through coordination.

  • Cross-validation
  • Verification layers
  • Accuracy-first

Mission-Critical Design

Built for environments where failure isn't an option. Redundant infrastructure with continuous monitoring.

  • Redundant systems
  • Continuous monitoring
  • Resilient

Need a custom capability assessment?

Schedule a Technical Briefing
Industry Verticals

Specialized Solutions for Regulated Sectors

Deep domain expertise in the industries where AI security isn't optional—it's existential.

Mission-Critical AI

Intelligence

IC-grade systems for classified operations. Real-time processing for classified networks. Mission-tested where intelligence determines outcomes.

TS/SCI environmentsMulti-agent analysisReal-time processing

Operational Excellence

Defense

AI systems built for DoD requirements. Supervised fine-tuning and reinforcement learning—not commercial wrappers. Deployed at the highest levels.

DoD complianceAir-gapped deploymentMission autonomy

Verified Intelligence

Legal

Private AI for high-stakes litigation. Cryptographically verified citations. Every answer traceable to authoritative sources.

Citation verificationPrivilege protectionAudit trails

Regulated Precision

Finance

Risk analysis and regulatory reporting for financial institutions. Compliant, auditable, and built for examiner scrutiny.

Regulatory complianceRisk modelingAudit-ready

Threat Intelligence

Cybersecurity & Forensics

AI-powered threat hunting and digital forensics. Incident analysis at machine speed with human-verifiable results.

Threat huntingIncident analysisDigital forensics

On-Chain Intelligence

Blockchain & Crypto

Transaction tracing and wallet attribution for investigations. Fraud detection with cryptographically provable analysis chains.

Transaction tracingWallet attributionFraud detection

Truly Industry Agnostic

We master the deep science of AI and secure implementation—not surface-level integrations. Our teams have operated across TS/SCI environments, active combat zones, and life-critical medical systems.

"Once you know how to do this right, you know how to do it right everywhere."

Healthcare — Coming SoonEnergy — Coming SoonCritical Infrastructure — Coming SoonAerospace — Coming SoonPharmaceuticals — Coming Soon
Why We're Different

The Science Matters

Most "AI solutions" are thin wrappers around public models.We build custom AI with Supervised Finetuning + Reinforcement Learning.

Typical Approach

What Others Do

ASG Approach

What We Do

ChatGPT/Anthropic API wrappers
Custom SFT + RL models
Prompt engineering
True model training
Cloud-only SaaS
On-premise, air-gapped options
Your data sent to third parties
Your data never leaves your infrastructure
Generic one-size-fits-all
Domain-specific customization
Vendor lock-in
You own the model

Real AI science built for your specific requirements — not off-the-shelf wrappers rebranded as innovation.

Technical Deep Dive

Not Another ChatGPT Wrapper

We've deployed generative AI into the most demanding environments on Earth.These capabilities aren't marketing claims — they're operational realities.

Proven Deployment Track Record

Highest Classification Levels

Active deployments in TS/SCI environments

Active War Zones

Mission-critical AI in combat operations

Life-or-Death Predictions

Medical and threat assessment systems

3x
Lower inference cost

Small Language Models for Secure Industries

Purpose-built SLMs that outperform commercial SaaS offerings for domain-specific tasks. Our agents match the best commercial models with inference costs at least 3x lower.

Task-OptimizedCost-EfficientSecure
5x
Reduction in attack vectors

Air-Gapped & On-Prem Deployment

Custom AI built for deployment in air-gapped environments, on-premise infrastructure, and fully encrypted private clouds. Complete data sovereignty guaranteed.

Air-GappedOn-PremZero Egress
2-3x
Quality improvement

On-Prem Finetuning & RL Pipeline

Full training pipeline including Supervised Finetuning, Reinforcement Learning from Human Feedback, and Reasoning Finetuning — all within your security boundary.

SFTRLHFReasoning RL
100%
Data stays on-prem

Telemetry-Driven Synthetic Data

Closed-loop telemetry enables data-driven improvements without data leaving premises. Synthetic data generation brings better models to all customers securely.

Synthetic DataClosed-LoopPrivacy-First
2-10x
Hallucination reduction

Hallucination Reduction Pipeline

Custom workflows, finetuning, and RL specifically engineered for trustworthiness and reliability. Critical for high-risk, high-security operational environments.

Trustworthy AIVerified OutputsMission-Safe
Zero
Catastrophic failure modes

Risk-Calibrated Workflow Design

AI deployed in low-risk workflow steps that accelerate operations when correct and cause minimal harm when incorrect. Human-in-the-loop for high-stakes decisions.

HITLGraceful DegradationRisk-Aware

Why This Works

The Science Transfers. The Rigor Compounds.

Battle-Tested Methodology

Techniques proven in classified environments where failure isn't an option. We don't theorize—we deploy.

First-Principles Engineering

We build from the math up, not from APIs down. Deep understanding of transformer architectures, not wrapper integrations.

Operational Feedback Loops

Real telemetry from real missions. Every deployment teaches us. Every lesson improves every customer.

Ready for a technical deep-dive with your team?Schedule a Briefing →
Our Team

Leadership

Combining decades of legal, military, and AI expertise to build defense-grade solutions

JW

Jason Wareham

CEO & Founder

Marine LtCol~20yr LitigatorGeorgetown LL.M. (E-Discovery & Cyber)9/11 Military CommissionTS/SCI Classified Litigation
MG

Manbir Gulati

Chief Product Officer & Founder

Princeton CSNeurIPS 2023ML Research Scientist (Leidos)AISF Co-Founder & CTO
ASG

Ready to Deploy AI You Can Trust?

We bring solid science and bespoke engineering to organizations that need AI done right. No gimmicks. No wrappers. Real solutions built for your specific needs.

Scientific Foundation

Real AI science, not wrappers or gimmicks

Industry Agnostic

Adaptable to any sector with complex data

Bespoke Engineering

Custom-built to your specific requirements

Typical response: within 24 hours

ASG adapts to any industry where complex data meets high-stakes decisions.