What we deliver.
Examples of the kinds of work we take on. Every request is scoped individually — we describe what you receive, and we let the results speak for how it's built.
State & county public records
Structured extracts from government sources, normalized to one schema across every jurisdiction you need.
Verification datasets
Reference data for checking names, licenses, registrations, or filings against public records.
One-time exports
A large public corpus, cleaned and delivered as a single structured file at any volume.
Continuous aggregation
A dataset kept current on a daily, weekly, or as-needed cadence — file drops, a live API, or webhook pushes of what changed.
Analyzed deliveries
Filtering, dedup, and summarization on top of the aggregation. Sales gets a ranked target list; ops gets flagged changes; research gets structured summaries. You define "relevant"; the pipeline enforces it.
Any receiving end
CSV / Parquet download · REST API with keys and docs · hosted searchable dashboard · webhook into your system. If your stack ingests it, we can deliver to it.
Production infrastructure, not a project team.
Over one million records, nightly
Our pipelines already ingest, normalize, and serve more than a million public records every night for our own production data products. Your contract runs on the same infrastructure.
From single extract to $3 million programs
The same pipeline handles a one-time county export and a multi-year, multi-source aggregation program with AI analysis and webhook delivery. Fixed price at every size.
What we don't do
Consumer reports. Private personal data. Breached or stolen datasets. Anything outside publicly available records. See the FAQ for our full legal stance.
Where to start
Describe the records, the geography, and the fields you need. Scoping gives you a sample and a fixed quote within 5 business days.