Models, Agents, Risk, Training Linage, and Trustworthiness
Separate registries for models and agents, with agent governance treated as its own discipline rather than a footnote to model risk. Registration carries the accountable owner, and ML experiment tracking preserves the lineage behind what was deployed.
Model Registry
Agent Registry
ML Experiments
Runtime safety filters at pre- and post-inference: PII in prompt and response, credential exposure, and prompt injection detection. Rules are system-managed and enforced rather than advisory, with a real-time event log behind them.
Guardrails
AI Plans
An active scan for unregistered models and agents. This is what separates an AI inventory from an AI governance program: the registry tells you what was declared, the scan tells you what is actually running.
Shadow AI
Model risk management, a standing risk register, and continuous bias monitoring — so risk is assessed on a cadence and tracked as a position, not produced once at approval time and filed.
Model Risk (MRM)
Risk Register
Bias Monitor
The platform governs its own assistant.
Illustrative scenarios — not customer references.
An organization believes it governs a modest set of approved models. A shadow AI scan surfaces unregistered models and agents running against production data. Each becomes a registration decision with an owner rather than an unknown.
An analyst pastes a configuration snippet containing a credential into the assistant. The pre-inference guardrail catches it before the request reaches the model, and the event is logged — turning a near-miss into a record instead of an incident.
An evaluator asks what the AI assistant has been used for and whether it has touched sensitive assets. The audit trail answers directly: every interaction, its action type, the model that served it, and the asset it referenced.
AI Governance registers models against Foundation's identity and ownership model, so an AI asset resolves to an accountable owner like any other asset.
It reuses Governance's policy and control machinery rather than duplicating it — EU AI Act and NIST AI RMF are adoptable there, and AI policies live in the same catalog.
It feeds the AI Readiness domain in Readiness, and the Release Gate's model performance check is where the two meet.
Operations consumes AI posture for escalation.
Single-tenant by design — no shared multi-tenant backend. One codebase deploys as a single host, on Kubernetes, or into sovereign and air-gapped enclaves.
No default egress required for normal operation, including AI inference. Inference runs against locally hosted models.
AWS Marketplace and AWS GovCloud Marketplace.
IL4 Deployable Today
IL5 In Progress
Your privacy matters. We’ll never share your information.
✅ Cyber Intelligence & Operations SME — Pioneered intelligence support to cyberspace operations, establishing tradecraft and integration models at a time when no established practice existed.
✅ Decision Advantage — Experienced planner in identifying, prioritizing, and satisfying critical information needs across dynamic operational environments.
✅ Steady Counsel Under Pressure — Trusted advisor in high-tempo, high-consequence environments where clarity and composure determine outcomes.
🔹 Senior Staff Advisor — Shaped and led intelligence operations for a Service Cyber Command, directing collection, analysis, and integration in support of cyberspace operations.
🔹 Senior Technician, U.S. Army Cyber Command (ARCYBER) — Responsible for operational oversight and governance of intelligence programs supporting Army cyberspace operations.
🔹 U.S. Army Chief Warrant Officer 4, Signals Intelligence Analysis Technician (Retired) — Thirty years of service across intelligence and cyberspace operations disciplines.
⚙️ Owns the problem, not the ticket — Takes a customer requirement from first conversation to working capability without handing it off at the seams.
⚙️ Present with the customer, not behind them — Sits in the room, runs the demonstration, absorbs the hard questions directly, and brings the answer back into the product.
⚙️ Bias toward delivered work — Converts ambiguity into something concrete fast, then refines against real feedback rather than waiting for a perfect requirement.
⚙️ Closes the loop — Follows engagements through adoption and renewal, so what was promised in a demonstration is what the customer actually operates.
Defense Language Institute Foreign Language Center Bachelor of Arts, Foreign Language, Chinese Mandarin
Among the first graduates in DLIFLC history to receive the Bachelor of Arts in Foreign Language, and the first Soldier in the U.S. Army conferred the degree.
CEO | Data Architecture & AI Strategy Leader | Cyber Operations & Decision Advantage Expert
Greg Bew is a technology and transformation leader with deep expertise in data architecture, cyber operations, and large-scale enterprise modernization. With over two decades of experience spanning military service and industry, Greg has led the design and implementation of mission-critical data platforms, advanced analytics capabilities, and AI-driven decision systems supporting national security and defense operations.
A retired U.S. Army Lieutenant Colonel, Greg served in key leadership roles across cyber and intelligence organizations, culminating as a Senior Advisor to the Commander of DoD Cyber Defense Command and the Director of DISA for Data, Analytics, and AI. In these roles, he helped shape the Joint Cyber Warfighting Architecture (JCWA), driving the transition toward data-centric operations and enabling decision advantage across distributed, contested environments.
As the Founder & CEO of Veritech Consulting, Greg applies this experience to help government and enterprise organizations design and operationalize modern data architectures. His work focuses on integrating cloud, AI/ML, and distributed data systems into cohesive, mission-aligned platforms that prioritize governance, scalability, and real-world operational impact.
✅ Data Architecture & Platform Engineering – Designed and led enterprise-scale data platforms enabling distributed analytics, AI integration, and real-time decision support across multi-domain environments.
✅ Cyber Operations & Intelligence Integration – Extensive experience aligning data, analytics, and operational workflows to support cyber defense, intelligence fusion, and mission execution.
✅ AI & Advanced Analytics Enablement – Spearheaded initiatives to operationalize AI/ML within secure environments, integrating model deployment, governance, and data pipelines at scale.
✅ Strategic Leadership & Advisory – Served as a senior advisor to three-star leadership, shaping enterprise data strategy, governance models, and cross-organizational integration efforts.
✅ Cloud & Distributed Systems Modernization – Led transitions from legacy architectures to cloud-native and federated data environments, emphasizing resilience, sovereignty, and performance.
🔹 Senior Advisor, DoD Cyber Defense Command & DISA – Guided enterprise data and AI strategy supporting the Joint Cyber Warfighting Architecture and global cyber operations.
🔹 Senior Principal Data Platform Engineer, Leidos – Delivered advanced data solutions and modernization strategies across defense and federal customers.
🔹 U.S. Army Lieutenant Colonel (Retired) – Led cyber, intelligence, and data-focused units, driving innovation in operational analytics and mission systems.
📘 Author of Sky Computing: The Architecture of Data Sovereignty, introducing a new model for governing data, authority, and computation in distributed environments.
🚀 Creator of frameworks and platforms focused on data sovereignty, federated control, and AI-enabled decision advantage.
📊 Advocate for data-centric operations, emphasizing the alignment of technology, governance, and mission outcomes.
Greg Bew continues to lead Veritech Consulting with a focus on delivering practical, high-impact solutions that help organizations navigate complex technology landscapes and achieve decisive advantage through data.
Liana is a process-driven operations leader with nine years of experience in project management, technology program management, and business operations. She specializes in developing, scaling, and codifying workflows that drive efficiency, improve collaboration, and support long-term growth. Her expertise spans edtech, digital marketing solutions, and technology-driven initiatives, where she has played a key role in optimizing organizational processes and ensuring seamless execution.
With a keen eye for scalability and documentation, Liana has led initiatives that transform complex workflows into structured, repeatable, and efficient systems. She is passionate about creating well-documented frameworks that empower teams to work smarter, not harder—ensuring that operations run smoothly, even in fast-evolving environments.
Liana holds a Master of Science in Organizational Leadership with concentrations in Technology Management and Project Management from the University of Denver, as well as a Bachelor of Science from the United States Military Academy. Her strategic mindset and ability to bridge technology, operations, and leadership make her a driving force in operational excellence at VeriTech Consulting.
Founder & COO | Cybersecurity & Data Analytics Expert | SIGINT & OSINT Specialist
Keri Fischer is a highly accomplished cybersecurity, data science, and intelligence expert with over 20 years of experience in Signals Intelligence (SIGINT), Open Source Intelligence (OSINT), and cyberspace operations. A proven leader and strategist, Keri has played a pivotal role in advancing big data analytics, cyber defense, and intelligence integration within the U.S. Army Cyber Command (ARCYBER) and beyond.
As the Founder & COO of VeriTech Consulting, Keri leverages extensive expertise in cloud computing, data analytics, DevOps, and secure cyber solutions to provide mission-critical guidance to government and defense organizations. She is also the Co-Founder of Code of Entry, a company dedicated to innovation in cybersecurity and intelligence.
✅ Cyber & Intelligence Leadership – Served as a Senior Technician at ARCYBER’s Technical Warfare Center, providing SME support on big data, OSINT, and SIGINT policies and TTPs, shaping future Army cyber operations.
✅ Big Data & Advanced Analytics – Spearheaded ARCYBER’s Big Data Platform, enhancing cyber operations and intelligence fusion through cutting-edge data analytics.
✅ Cybersecurity & Risk Mitigation – Excelled in identifying, assessing, and mitigating security vulnerabilities, ensuring mission-critical systems remain secure, scalable, and resilient.
✅ Strategic Operations & Decision Support – Provided key intelligence support to Joint Force Headquarters-Cyber (JFHQ-C), Army Cyber Operations and Integration Center, and Theater Cyber Centers.
✅ Education & Innovation – The first-ever 170A to graduate from George Mason University’s Data Analytics Engineering Master’s program, setting a new standard for data-driven military cyber operations.
🔹 Senior Data Scientist – Led groundbreaking all domain efforts in analytics, machine learning, and data-driven operational solutions.
🔹 Senior Technician, U.S. Army Cyber Command (ARCYBER) – Recognized as the #1 warrant officer in the command, driving big data analytics and cyber intelligence strategies.
🔹 Division Chief, G2 Single Source Element, ARCYBER – Directed 20+ analysts in SIGINT, OSINT, and cyber intelligence, influencing Army cyber policies and operational training.
🔹 Senior Intelligence Analyst, ARCYBER – Built the Army’s first OSINT training program, improving intelligence support for cyberspace operations.
🛡️ Lauded as “the foremost expert in data analytics in the Army” by senior leadership.
📌 Key advisor to the ARCYBER Commanding General on all data science matters.
🚀 Led the development of ARCYBER’s first-ever OSINT program and cyber intelligence initiatives.
Keri Fischer is a visionary in cybersecurity, intelligence, and data science, continuously pushing the boundaries of technological innovation in defense and national security. Through her leadership at VeriTech Consulting, she remains dedicated to helping organizations navigate the complexities of emerging technologies and drive mission success in an evolving cyber landscape.
National Intelligence University
Master of Science – MS Strategic Intelligence
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George Mason University
Master of Science – MS Data Analytics
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