Sector · Government & Public Programs
Public programs run on eligibility rules, state file formats, and audit requirements. We turn those regulations into working software — application processing consoles, encrypted exchange with state agencies, and reporting pipelines that hold up to federal review.
What we build
Full admin consoles for benefit programs: application intake, eligibility determination against federal rules, audit and verification workflows, and automated family notification letters.
Encrypted, automated file exchange with state and federal systems — PGP-encrypted SFTP pipelines with delivery verification, retry logic, and complete audit logs.
Dashboards and reporting pipelines that keep programs audit-ready: application volumes, determination outcomes, processing times, and the federal and state reports your program owes on a deadline.
Selected program work
A full admin console for processing Universal Benefits Applications under the federal Summer EBT program: eligibility determination, audit and verification workflows, state-formatted exports, and automated family notification letters — with role-based access for admins, auditors, and clerks.
Fully automated, PGP-encrypted SFTP exchange with the California State Treasurer for the CalKIDS college savings program: scheduled extracts, encryption and transmission, confirmation handling, and audit logging — replacing a manual, error-prone process with a pipeline that runs every cycle without intervention.
An open-source, production-ready framework for deploying multi-agent AI with advanced retrieval — hybrid vector + keyword search, sandboxed code execution, citation tracking, and role management. Built for public agencies that need AI without sending constituent data off-premise.
Built for audit
Benefit data is personal, and program spending is public. Everything we build assumes an auditor will one day ask to see exactly what happened, when, and by whose authority.
Every determination, override, export, and login is logged with identity, timestamp, and scope.
PGP-encrypted SFTP automation for file exchange with state and federal systems — no manual handling of sensitive files.
Admins, auditors, and clerks each see exactly the queue and the fields their role authorizes — separation of duties by design.
Eligibility rules and reporting formats are implemented from the regulation text itself — versioned, testable, and reviewable.
Constituent data never has to leave your infrastructure — our RAGnetic framework runs the full AI stack inside it.
Azure AD, Google Workspace, and OAuth integration so access follows your identity provider and your offboarding.
Whether it's a federal reporting requirement, an eligibility backlog, or a manual file exchange one mistake away from an incident — we've shipped these systems on government timelines.
Schedule a conversation