From Blank Page to Scalable Supply Chain Risk Management
A defense customer needed a better way to understand supply-chain risk across a complex industrial base.
Our principals helped architect and build the platform from the ground up: data ingestion and pipelines through analytics, AI/ML, reporting, and the user experience.
Result: A production capability supporting the submarine industrial base that provided continuous monitoring and due dilligence for over 10,000 suppliers.
Supply Chain Risk · Data Architecture · AI/ML · Product Development
Understanding Unmeasurable Intelligence Data with AI and Machine Learning
An Intelligence Community customer had large volumes of raw intelligence reporting that they could not consistently categorize or measure using existing manual processes.
We developed machine-learning and text-classification models to classify previously unlabeled documents and turn large volumes of unstructured intelligence into measurable data.
Result: The customer could quantify categories and trends across intelligence reporting that had previously been difficult or impossible to measure, providing new evidence for strategic decision-making.
AI/ML · Text Classification · NLP · Intelligence Analytics · Unstructured Data
Modernizing Analysis at Scale
An analytics organization at an Intelligence Community customer relied heavily on Excel and PowerPoint, limiting the scale, repeatability, and sophistication of its analysis.
We helped transform the team into a modern data science organization using Python, R, notebooks, machine learning, NLP, and distributed computing.
Result: Analysts gained the ability to work with datasets containing tens of millions of records, identify previously hidden patterns and gaps, and provide senior leaders with stronger quantitative evidence for decision-making.
Data Science · Analytics Modernization · NLP · Machine Learning · Intelligence
Using Generative AI to Accelerate Security Compliance
Security teams can spend days translating technical system information into the documentation required for CMMC and other compliance frameworks.
We led development of a generative-AI-enabled application designed to automate the security-control drafting process.
Result: Reduced portions of the control-writing process from days to hours or minutes, showing how AI can materially accelerate specialized knowledge work.
Generative AI · Cybersecurity · CMMC · Automation · Applied AI
Turning Mission Requirements Into a Modern Technical Strategy
A military intelligence organization needed to modernize an aging IT environment and establish a path toward greater interoperability.
We conducted a gap assessment and developed a business and technology transformation framework connecting mission requirements to a practical modernization approach.
Result: The framework was adopted by the Air Force as a budget item for development of an interoperable military intelligence IT system.
Technical Strategy · Enterprise Architecture · Mission Modernization · Program Support
Scaling a Cyber Risk Service from $20M to $30M
A fast-growing third-party cyber risk service depended heavily on manual analyst work, making it difficult to scale without sacrificing quality.
We led product strategy and execution across engineering, delivery, sales, and customer success, while introducing agentic AI workflows to automate repetitive analyst processes.
Result: Helped grow the service from approximately $20M to $30M in annual recurring revenue while building a more scalable delivery model.
Cybersecurity · Third-Party Risk · Agentic AI · Product Strategy · Automation