Technology & practice
The tools serve the system.
We choose technologies around your domain, existing investments, access constraints, and the people who will operate the result. Engineering judgment connects the stack to the work.
Technical depth
A connected engineering practice.
Applications & APIs
.NET and C#, Python and Django, React and TypeScript. Domain models, accessible interfaces, and integration boundaries shaped around the operating system.
Data & evidence
PostgreSQL and SQL Server, structured imports, source retention, data-quality checks, and temporal models. A clear path from source material to derived analysis.
AI systems
LLM integration, retrieval, document extraction, bounded tool use, and human review. Evaluation checks whether the system supports the intended task with the available evidence.
Cloud & delivery
Azure and AWS, containers, infrastructure as code, CI/CD, observability, and operational runbooks. Deployment and ownership are designed alongside the application.
Modernization
Dependency and architecture assessment, phased migrations, interface replacement, and preservation of important domain behavior. Change is sequenced around operational risk.
Technical leadership
Architecture decisions, vendor evaluation, technical due diligence, delivery priorities, and team development. Findings connect implementation details to business decisions.
Security & accessibility
Requirements that shape the architecture.
Data classification, access boundaries, source rights, auditability, and accessibility are considered during assessment and implementation.
For government and regulated environments, we work within the program’s applicable requirements and review processes. That may include security-control mapping, authorization documentation, cloud-boundary decisions, or accessibility evaluation. Specific compliance and authorization results require the relevant program assessment.
Start a conversation
Bring the problem.
We’ll work through the next move.
A product to build, a delivery challenge, a difficult architecture decision, or a government platform that needs a path forward.