Dependency visibility
Understand the open source your teams, vendors, and AI workflows rely on.
State, local, education, and public-interest teams
State and local teams already depend on open source across internal systems, vendor platforms, public-facing services, and AI tooling. The hard part is not buying another tool. It is understanding what you depend on, where risk lives, and what a realistic first step should look like.
The operating reality
Adoption, compliance, security, privacy, procurement, AI, and community questions often arrive together. We help teams create enough visibility and structure to make those decisions without turning every review into a broad program or a drawn-out procurement effort.
Where we help
Understand the open source your teams, vendors, and AI workflows rely on.
Prepare practical workflows for review, ownership, remediation, and legal support.
Compare projects by fit, maturity, governance, maintenance, and sustainability.
Define lightweight rules, intake paths, exceptions, and decision rights.
Evaluate model, framework, tooling, licensing, privacy, and provider tradeoffs.
Decide when to contribute, sponsor, engage, or support the projects you depend on.
Built for small starts
Many public sector teams need a partner who can begin with a focused assessment, pilot, or limited purchase order. We shape work around a real decision, produce usable artifacts, and make the next step clearer.
A short review of an adoption, compliance, SBOM, AI tooling, or governance question.
A contained effort that proves value and creates a practical artifact before broader commitment.
Clear language, realistic deliverables, and options that respect public-sector buying paths.
AI context
Public sector teams are moving carefully: standardizing on approved providers, testing small use cases, and looking for flexibility as the landscape changes. We help teams understand the open source frameworks, models, dependencies, and governance questions behind those AI choices without treating AI as a separate hype category.
Bring the review, pilot idea, procurement question, SBOM need, adoption decision, AI tooling concern, or governance gap. We will help clarify what matters and what a practical first step could be.