Federal Data Architecture

Data you can trust. Answers you can act on.

We turn scattered government data into answers leaders can trust. Modern lakehouses and warehouses, automated pipelines, and analytics built by the architects who designed them leveraging modern AI tooling.

  • SAM.gov Registered
  • Small Business
  • Veteran-Owned
  • Active Public Trust
  • Active DoW Secret Clearances

Why It Matters

AI built on messy data just gives confident wrong answers faster.

An anvil is where raw metal gets shaped into something useful. That is what we do with data.

Most agencies have plenty of raw data but struggle to turn it into answers to their most important questions. We design and build modern data platforms (lakehouses and warehouses) with automated pipelines that keep information clean, consistent, and current, so leaders can answer their most critical questions.

The same foundation lets people ask questions in plain English and get reliable answers, and helps analysts spot patterns and trends they would otherwise miss. We also use today's AI tools throughout our own engineering work, which means higher quality at lower cost.

About Anvil

What We Do

Three disciplines. One trusted foundation.

We start with the problem and the outcome, then choose the technology. Every engagement is led by a senior data architect.

Diagram: records from separate source systems flow into bronze, silver, and gold layers, then out to BI, AI, and machine learning. PROGRAMS FACILITIES CUSTOMERS GOLD trusted, modeled SILVER crosswalked, tested BRONZE raw, as landed BI AI / NLQ ML crosswalk → test → model → serve

lakehouse + warehouse architecture

One platform where every number lines up

When the same program or facility is counted differently depending on where you look, staff spend hours reconciling and AI tools answer with confidence but not accuracy. We crosswalk records across systems, model them properly, and test them, so every report agrees and the data is ready for AI.

Lakehouse and Data Warehouse Architecture
Diagram: an automated pipeline moves data from ingest through validation, transformation, and testing to publish, with monitoring, alerts, and an AI agent under human review. INGEST VALIDATE TRANSFORM TEST PUBLISH MONITORING AI AGENT guardrails + human review runbook.md · ci/cd · infrastructure as code

automation + agentic ai

Pipelines that run themselves, and that your team understands

Manual steps and fragile scripts eat staff time and let bad data reach reports unnoticed. We automate pipelines with quality checks at every step, document them for your team to maintain, and add AI agents for repetitive multi-step work, with guardrails and human review.

Automation and Agentic AI Development
Diagram: a modern dashboard with historical trend, a forecast with a confidence band, and a flagged anomaly. mission_dashboard anomaly forecast today

bi modernization + advanced analytics

From backward-looking reports to forward-looking insight

We move reporting off aging tools like OBIEE, Cognos, and Business Objects onto modern platforms built on trusted data. Then machine learning forecasts trends, flags anomalies, and surfaces patterns hiding in large volumes of data, including text.

BI Modernization and Advanced Analytics

Results from our leadership's experience

  • 50%cost reduction on multiple projects through automation and quality staffing
  • 1,000+legacy reports migrated from OBIEE to Databricks and Tableau
  • 8DOT agencies served by one enterprise data platform
  • 30 to 40%of the time a typical BI migration takes, with automated conversion

How We Are Different

Lower total cost of ownership

  • Build.
  • Automate.
  • Transition.

We are not structured to hold seats. We are structured to eliminate the work that fills them.

Our goal is a lower total cost of ownership, not a larger headcount. We solve the hardest problems, automate the repetitive work, train your team to operate what we build, and move on.

Illustrative chart: cost under headcount billing stays flat or rises over time, while cost under a build, automate, transition model drops after handoff. time → cost headcount billing build, automate, transition build automate your team operates
Illustrative only. Shows the shape of the model, not client data.
  • Architects actually work on your project

    Every engagement is led by a senior data architect who spends meaningful hours on it, supported by top computer science talent.

  • Enablement built into delivery

    Documentation, runbooks, and hands-on training are deliverables. Government staff operate what we build.

  • Migration credibility, not migration theory

    Our leadership has executed enterprise-scale legacy BI to lakehouse conversions, including the metadata and parity work that decides whether users accept a migration.

  • Engineers, not salespeople

    Direct, honest answers and real options, each with its ROI shown.

  • AI in our own delivery

    We use modern AI tooling throughout our engineering process to raise quality and lower cost.

  • Built by the people who designed it

    The architects behind solutions delivered by large system integrators, now delivering directly.

Leadership Experience

Proven on enterprise federal platforms

U.S. Department of Transportation

Enterprise Data Platform Modernization

Led design and operation of a department-wide data and analytics platform serving eight agencies. Reduced operating cost by automating previously manual provisioning, ingestion, and governance workflows.

  • Databricks
  • Tableau
  • AWS

Federal Enterprise BI

OBIEE to Databricks and Tableau Migration

More than 1,000 reports migrated with metadata extraction, semantic layer reconstruction, and automated report parity validation. Automation replaced an estimated six months of manual conversion effort.

  • Oracle OBIEE
  • Databricks
  • Tableau

Army G1

Workforce Readiness Analytics

Led the data services effort for workforce readiness and manpower analytics on Palantir Foundry and Army Vantage, including gold-layer schema design, ontology development, and operational applications.

  • Palantir Foundry
  • Army Vantage

All Leadership Experience

Technology

Deep on the platforms agencies run

  • AWSAWS
  • DatabricksDatabricks
  • SalesforceSalesforce
  • Palantir FoundryPalantir Foundry
  • Army VantageArmy Vantage

Platforms our team builds with. Names and logos are trademarks of their respective owners.

Cloud
AWS (S3, Glue, Lake Formation, Redshift, Athena, EMR)
Lakehouse and Data
Databricks, Unity Catalog
Business Intelligence
Tableau, Power BI, Databricks BI, AWS QuickSight
Applications and AI
Salesforce (Agentforce), Claude Code, Codex, Databricks Genie, AWS AgentCore
  • SAM.gov Registered
  • Small Business
  • Veteran-Owned
  • Active Public Trust
  • Active DoW Secret Clearances

For Prime Contractors

Architect-level depth for your next pursuit

We lead design on the key solution and partner with primes to staff at scale. Staying small is a choice about quality.

Teaming With Anvil
  • Solution architecture that stands up to technical evaluation
  • Proposal differentiators grounded in delivered work
  • Senior architects paired with high-aptitude CS graduates at a competitive average rate
  • Hands-on delivery experience with Databricks, Salesforce, AWS, and Palantir Foundry

Work With Anvil

Raw data in. Reliable answers out.

Get the one-page overview of our services, experience, and credentials, or reach out directly.