Public Sector, Education & Social Impact
Public-interest systems need clear evidence, accessible design, and decisions people can challenge.
AI use cases
Citizen service automation
Handle applications, requests, eligibility checks, and case updates with reviewable records.
Records and policy intelligence
Search, summarize, and compare laws, policies, archives, and public documents.
Program analytics
Measure outcomes, demand, resource gaps, and intervention effectiveness.
Education support tools
Assist advising, feedback, tutoring, curriculum search, and administrative workflows.
Grant and compliance workflows
Prepare reports, monitor obligations, and organize evidence across programs.
Accessibility and multilingual systems
Make services easier to use across languages, literacy levels, and channels.
Selected work
Voice feedback in under 200ms
Custom audio buffers and WebSockets kept feedback fast enough to feel live, helping speakers adjust tone while practicing.
A private resume tailoring engine
The tool rewrites bullet points against a target role and renders clean PDFs without sending the user through a closed platform.
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