Custom data visualization, AI integration, and workflow automation for law firms and political organizations.
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We build tools that enable decisions grounded in data.
Precinct-level election platforms · FEC campaign finance dashboards · Litigation Data
We build the systems that allow you to focus on your job and not the minutia of running the back office.
Intake → engagement letter pipelines · LLM-powered document drafting · Custom internal apps
We speak legalese and can direct the new digital precinct captains.
Data viz · Election infrastructure
Bulk-ingests official county and state election results, joins them to precinct-level geographies, and surfaces patterns invisible at the county level. Spans multiple states and election cycles.
Data viz · Campaign finance
Pulls federal campaign finance data (FEC OpenFEC API) for a competitive race: candidate totals, itemized transactions, independent expenditures.
React app · Voter education
Candidate comparison tool for a competitive congressional primary. Structured database backing a React frontend, filtering by issue position, multiple view modes, sourced citations for every claim.
Automation · Legal ops
Intake form → workflow engine → auto-populated engagement documents from templates. Reduced intake-to-engagement-letter time substantially.
Emerald City Automation is run by an attorney who has also run for mayor and worked with candidates and campaigns at the federal, state, and local levels. We've lived the data our clients need. Whether it's voter files and precinct returns or case dockets and intake spreadsheets, we know why that data is important to you.
We work in short, deliverable-focused engagements. A working prototype in weeks, not a six-month consulting roadmap. We integrate with the stack you already use, document everything we build, and hand it over so your team can run it without us. The goal is a system that supercharges how you already work.