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Capability · AI & Data Intelligence

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.

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600M+
transactional records unified for identity resolution
30M+
taxpayers served annually by Treasury digital analytics
100K+
daily visitors to the agency website fed by our pipelines
mission intel · nightly distillation run
What we do

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.

Production ML · AWS EKS

Applied Data Science & MLOps

Production ML, logistic regression, SVM, Bayesian scoring, deployed on AWS EKS microservices with end-to-end DevSecOps.

→ Databricks · Medallion architecture

Data Platform & Engineering

Medallion-architecture pipelines on Databricks unifying GA4, Medallia, and internal data at federal scale.

→ 600M+ records · 9+ sources

Data Governance & Catalog

Standardizing 600M+ records across 9+ disparate sources for high-confidence, person-centric matching.

→ Forecasting · Anomaly detection

Operational Intelligence & Optimization

ML-driven anomaly detection and forecasting, peak-season readiness for 30M+ users.

→
Programs

Where this is running today.

DHS

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
Treasury

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 for the mission in front of you.

Software, data, AI, and cybersecurity built around the outcomes your team owns.

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