Helping campaigns, organizations, and businesses harness artificial intelligence for strategic advantage.
From building retrieval-augmented generation systems to automating research pipelines to deploying custom AI agents, the focus is always the same: operational efficiency, actionable intelligence, and tools that people actually use. No proof-of-concepts that gather dust — production systems that deliver value from day one.
A retrieval-augmented generation system built on 24 cleaned oral history interviews, enabling natural-language search across decades of first-person testimony for a national advocacy organization.
A city commission dashboard with synchronized video playback, AI-generated transcripts with speaker diarization, and automated meeting digest generation — turning hours of public meetings into searchable, skimmable intelligence.
Multi-stage AI research systems that combine deep research APIs, automated formatting, AI-generated visualizations, and final assembly into publication-ready reports — compressing days of research into hours.
Local transcription with speaker diarization processing 68-minute videos in under 8 minutes, podcast metadata extraction, and AI writing analysis tools for content quality assurance.
Autonomous agents that handle complex workflows — from email triage to daily monitoring to multi-step research tasks.
Reverse-engineering government data websites, structured data extraction, and automated analysis pipelines.
Local and cloud-based audio/video transcription with speaker identification, timestamps, and searchable output.
Writing analysis, AI detection, voice-matched drafting, and content generation tuned to specific audiences and styles.
Automated web interactions, form filling, monitoring, and data collection for sites without public APIs.
Connecting AI tools to existing systems — email, calendars, design platforms, databases — with MCP servers and API integrations.