Find signal in your data.
Analytics, AI, and automation that turn messy inputs into usable insight, from 600M-record identity graphs to taxpayer-facing intelligence.
Four capabilities, one signal chain.
Govern the records, engineer the platform, ship the models, and read the operation, each capability stands alone, and each feeds the next.
Applied Data Science & MLOps
Production ML, logistic regression, SVM, Bayesian scoring, deployed on AWS EKS microservices with end-to-end DevSecOps.
→ 02Databricks · Medallion architectureData Platform & Engineering
Medallion-architecture pipelines on Databricks unifying GA4, Medallia, and internal data at federal scale.
→ 03600M+ records · 9+ sourcesData Governance & Catalog
Standardizing 600M+ records across 9+ disparate sources for high-confidence, person-centric matching.
→ 04Forecasting · Anomaly detectionOperational Intelligence & Optimization
ML-driven anomaly detection and forecasting, peak-season readiness for 30M+ users.
→Signal, at federal scale.
Where this is running today.
Identity resolution at national scale
AI/ML-powered person-centric identity, identity resolution and anomaly detection on 600M+ records from 9+ sources, on AWS EKS.
- 600M+ records standardized for identity matching
- Production ML as AWS EKS microservices
- Rapid scale-up during the 2021 Afghan refugee crisis
Analytics & data science for taxpayer services
Enterprise pipelines, production ML, and Tableau intelligence on secured Databricks, unifying GA4, Medallia, and Treasury internal data.
- Pipelines feeding analytics for 100,000+ daily visitors
- 11 key user flows identified across the agency website
- ML anomaly detection for peak filing season
Built on what your agency already trusts.
Serving DHS, Treasury, the Department of State, and DOJ, in secured and cleared environments.
Built for the mission in front of you.
Software, data, AI, and cybersecurity built around the outcomes your team owns.
Let's Talk →