AI, data, research and expert teams for government programs.
We build AI, data and software systems, carry out research and analysis, review technical work, and staff programs with named experts who have agreed to the work before we bid. Prime on every contract, proven on real data, and delivered to federal security and accessibility standards.
Artificial intelligence and ML systems
The core of the practice: production machine learning delivered inside federal agencies, led by a Kaggle Top 200 data scientist.

Machine Learning
Models that hold up in production, built and monitored by a Kaggle Top 200 data scientist who has shipped them inside a federal health agency.
Agentic AI & LLM Systems
Agents that call your tools, follow your rules, and leave an audit trail an authorizing official can read.
Generative AI
LLM applications tuned on your documents and deployed inside your boundary, GovCloud or air-gapped.
RAG Systems
Answers grounded in your own corpus, with citations, and retrieval that respects CUI markings and user clearance.
Computer Vision
Detection, OCR and imagery analysis for satellite, drone and medical pictures, measured on your data before it ships.
Natural Language Processing
Classify, extract and summarize documents at agency volume, with the precision numbers to prove it.
Speech AI
Transcription, speech synthesis and speaker identification that run inside your boundary, not a vendor's.
Time Series Forecasting
Forecasts for demand, maintenance and budget that show their error bands and improve as new data lands.
MLOps
Registry, drift monitoring and retraining wired to RMF continuous monitoring, so a model stays authorized after launch.
Anomaly Detection
Fraud, intrusion and claims anomalies flagged at a calibrated false-positive rate an operator can actually work.
Air-Gapped AI
AI engineered for air-gapped and export-controlled (ITAR/EAR) environments, with the ATO support to match. JCP / DD-2345 certified.
Recommender Systems
Matching for benefits, training and grants, with fairness testing on the record.
Reinforcement Learning
Control and optimization policies trained in simulation, and RLHF and DPO alignment for federal language models.
Responsible AI
Bias testing, explainability and NIST AI RMF and OMB M-24-10 evidence, produced by the same engineers who build the model.Modernization, applications and integration
Legacy systems moved one verified slice at a time, new applications built accessible from the first screen, and commercial platforms integrated with the systems you keep.

Legacy Modernization
COBOL, mainframe and AS/400 systems moved by strangler fig and LLM-assisted translation, one verified slice at a time.
Full-Stack Development
Whole applications on React, Next.js, FastAPI and PostgreSQL, containerized and shipped with USWDS and Section 508 done.
Software Architecture
API-first, event-driven, Zero Trust architectures for systems that must integrate across agencies and survive their ATOs.
Backend Development
FastAPI, Django, Node, Go, Rust and Java services with PIV and CAC authentication and 800-53 controls in the first commit.
Frontend Development
React, Next.js, Vue and Svelte interfaces on USWDS, accessible to Section 508 and WCAG 2.2 AA before the first review.
API Design
REST, GraphQL and gRPC to the USDS API standards, documented in OpenAPI 3.1, published on api.gov, fronted by Kong or Apigee.
Microservices
Event-driven services on Istio and Linkerd with CQRS, sagas and the observability to see across all of them.
Mobile Development
iOS and Android field apps that work offline, enroll in Intune or MaaS360, and meet Section 508.
UX / UI Design
Federal forms and workflows designed accessible first on USWDS, mobile first, with dark modes for operations centers.
QA & Test Engineering
Automated, contract, load and DAST/SAST testing in the pipeline, run on synthetic PII, with 508 checks in the same gate.
CI/CD Pipelines
GitHub Actions, GitLab and Jenkins pipelines with SBOM and container scanning, delivering into whatever boundary you run.
IoT & Embedded Systems
Edge devices, embedded software and sensor pipelines for federal and defense field work, secured to the boundary they report into.
Blockchain
Provenance and identity ledgers for federal pilots, built only where a ledger beats a database, and we say so when it does not.Data platforms, analytics and reporting
Governed lakehouse platforms, pipelines with lineage, and analytics built for the question leadership asks and the audit that follows.

Data Engineering
Pipelines that move mission data reliably at production scale, with lineage and governance in the same code.
Data Analytics
Dashboards and decision tools built for the question leadership actually asks, and for the audit that follows.
Data Warehousing
Snowflake, Redshift, BigQuery and Synapse stood up inside government cloud boundaries and tuned to your query load.
Data Lakes & Lakehouse
Lakehouse platforms on Databricks, Iceberg and Delta Lake, sized for agency-scale data and governed from the first table.
Streaming Data
Real-time pipelines on Kafka, Kinesis and Flink, with exactly-once delivery where the mission needs it.
ETL / ELT
Orchestrated pipelines on dbt, Airflow and Dagster, with an audit trail for every row that moved.
Business Intelligence
Tableau, Power BI, Looker and Qlik reporting that is Section 508 accessible and runs on FedRAMP-authorized services.
Data Governance
Catalogs, column-level lineage and CUI classification mapped to the Privacy Act and NIST 800-53, ready for the ATO package.
Database Engineering
PostgreSQL, SQL Server, Oracle, Mongo and DynamoDB designed, tuned and secured on FedRAMP-authorized cloud.
Vector Databases
Embedding stores on pgvector, OpenSearch, Pinecone and FAISS, sized and benchmarked for your RAG workload.
Graph Analytics
Entity resolution and network analysis on Neo4j and Neptune, for the questions a table cannot answer.Forecasting, health economics and applied research
Research that ends in a decision: market forecasts, economic cases and engineering models, with the uncertainty stated plainly. Under contract with CDC.

Market and Demand Forecasting
Demand, uptake and market forecasts for products and programs that do not exist yet, with scenario ranges a sponsor can act on.
Health Economics
Cost of illness, cost-effectiveness and budget impact, with the perspective, horizon and uncertainty stated up front.
Digital Twin
Physics-grounded twins for fleets, facilities and mission systems, with the data plumbing and validation that make them true.Geospatial data, LiDAR and remote sensing
Satellite, aerial and mobile LiDAR data turned into maps and models an agency can act on. Under contract with the Federal Highway Administration.

GIS / Geospatial
Remote sensing, geospatial machine learning and ArcGIS pipelines for satellite, drone, LiDAR and terrain data.
Field Data Collection
Roadway and community field studies: mobile LiDAR, smartphone sensors, ground truth and quality-checked data on a government schedule.Government cloud and IT operations
Seven cloud certifications across AWS, Azure and GCP, applied to government cloud boundaries and FedRAMP architectures, and run day to day to agreed service levels.

Cloud Infrastructure
Federal architectures on AWS, Azure and GCP, designed by an engineer holding 7 cloud certifications and aligned to FedRAMP.
AWS GovCloud
Landing zones, IL4 and IL5 workloads, Bedrock and SageMaker in AWS GovCloud, with 800-53 controls inherited on purpose.
Azure Government
Azure Government and Azure OpenAI at FedRAMP High, with IL5 and IL6 boundaries and Sentinel and Defender wired in.
Google Cloud for Federal
Assured Workloads and Vertex AI configured for IL4 and IL5, with the controls documented for your assessor.
FedRAMP Engineering
Systems engineered to FedRAMP High, Moderate or Low, ready for the 3PAO and built to pass continuous monitoring.
Cloud Migration
Migration by the 7Rs into FedRAMP landing zones on GovCloud and Azure Government, every cutover rehearsed and logged.
IL5 Cloud Engineering
DoD IL5 on Azure Government and AWS GovCloud, STIG-hardened, with cross-domain and IL6 air-gapped patterns.
Kubernetes
EKS, AKS, GKE and OpenShift clusters hardened for FedRAMP and DoD impact levels, with the STIGs applied and proven.
Observability
Logs, metrics and traces on OpenTelemetry, Prometheus and Grafana, mapped to the ConMon evidence you have to produce.
Platform Engineering
Internal developer platforms on Backstage with golden paths, so every team ships inside the boundary the same safe way.
Serverless
Lambda, Azure Functions, Cloud Run and Step Functions inside government regions, priced and monitored like production.
Site Reliability Engineering
SLOs, error budgets, incident response and chaos testing, so uptime is a number you defend rather than a hope.
Terraform IaC
Terraform, OpenTofu and CloudFormation modules with compliance as code and drift detection, so the boundary stays what the SSP says.Federal cybersecurity engineering
NIST 800-53, Zero Trust and DevSecOps, engineered by the people who built the system so it reaches authorization and stays there.

Cybersecurity & DevSecOps
NIST 800-53 controls, STIG hardening and DevSecOps pipelines that get federal AI and data systems to authorization faster.
Zero Trust Architecture
NIST 800-207 and the DoD reference architecture engineered into identity, network and workload, not just drawn on a slide.
ATO Engineering
RMF from control selection to SSP, POA&M and continuous ATO, written by the engineers who built the system.
CMMC 2.0
DFARS 7012 and NIST 800-171 controls, CUI enclaves and Level 2 readiness for the C3PAO assessment.
Cryptography & PQC
FIPS 140-3 modules, post-quantum algorithms, HSMs and federal PKI, with a migration plan for your crypto inventory.
FISMA Compliance
Ongoing authorization under FISMA 2014, OMB A-130 and the annual metrics, with inventory and assessment evidence kept current.
ICAM
PIV and CAC, Okta for Government and Entra ID GCC High, engineered to NIST 800-63 assurance levels and the FICAM roadmap.
Security Operations
Splunk, Sentinel and SOAR detections mapped to MITRE ATT&CK and reported through the CDM dashboard.
Supply Chain Security
SBOMs, SLSA provenance and Sigstore attestations under EO 14028 and NIST 800-218, generated by the build, not by hand.
Threat Intelligence
STIX and TAXII feeds, CISA AIS and ISAC integration, with hunting mapped to ATT&CK and CAPEC.Partner networks, outreach and program delivery
Programs that run through community organizations need a network that is real, verified and current. Prime contractor for the Federal Bureau of Prisons Community Reentry Network.

Partner Network Management
National networks of community providers recruited, onboarded and kept current, mapped to where people need them.
Verification Workflows
Documented contact, services and coverage confirmed, re-verified on a cycle, with an audit trail the government can inspect.
Community and Faith-Based Outreach
Partnerships with the community and faith-based organizations people already trust, on equal footing and always voluntary for participants.Independent review and advisory
Review from people with no stake in the answer, on the legal clock. Selected by the Town of Fountain Hills, Arizona for wireless facility application review.

Independent Technical Review
Second opinions on plans, studies and vendor proposals, delivered as a written finding with the evidence behind it.
Standards Compliance and QA
Checks against codes, specifications and acceptance criteria, with Section 508 and WCAG testing for digital deliverables.
Wireless Facility Review
Independent review of tower and antenna applications against the town code, the FCC shot clocks and RF exposure rules.Need a capability not listed above?
If your program needs something that is not on this page, ask. This page is where we have written it down, not the edge of what we deliver.