← All Capabilities

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

One signal chain, source to insight.

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.

→ GenAI · RAG · Agentic workflows

Generative & Agentic AI

Generative AI and agentic workflows grounded in agency data, with the retrieval, evaluation, and guardrails to run in accredited environments.

→ Databricks · Medallion architecture

Data Platform & Engineering

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

→ Catalog · Metadata · Data quality

Data Governance & Catalog

Governance agencies can operate: cataloging, metadata management, quality rules, and lineage that make mission data findable and trusted.

→ Forecasting · Anomaly detection · Power BI

Operational Intelligence & Analytics

ML-driven forecasting and anomaly detection paired with the dashboards leaders run the mission on, peak-season readiness for 30M+ users, with BI reports delivered on time.

→ Entity resolution · Person-centric matching

Identity Resolution

AI/ML person-centric matching and anomaly detection that unify records across disparate systems into one authoritative, auditable identity.

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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

Where this connects.

Solution acceleratorAtlas→Solution acceleratorBridge→Solution acceleratorCortex→Solution acceleratorDelta→Solution acceleratorIngest→White paperThe Risks of Duplicate Data→White paperWill AI Replace Developers?→White paperThe Enterprise Data Fragmentation Problem→

Built for the mission in front of you.

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

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