AI-first data company
Public data, resolved by AI into answers you can cite.
Apriori is an AI-first data company. We acquire authoritative public records at the source and resolve them, with AI, into a provenance-backed graph of organizations, licensed professionals, business relationships, and organizational hierarchies - ready for compliance, risk, and AI products.
The organization graph
The public record about an organization, resolved in one place.
Apriori maintains a resolved graph of US and international organizations. Legal registrations, regulatory filings, licenses, government awards, workforce-related disclosures, business relationships, and organizational hierarchy are linked into a single entity view, with provenance to the originating government record. Coverage spans commercial, nonprofit, and public-sector organizations.
What we do
Acquire. Resolve. Deliver.
Acquire at the source
Public records across four coverage layers - federal, state, local, and international - spanning regulatory filings, disclosure documents, registrations, licenses, government spending, and international business registries in dozens of languages.
Resolve with AI
Our specialty: LLM-assisted pipelines link, deduplicate, and reconcile records across sources, jurisdictions, business relationships, and organizational hierarchy into one resolved view of an organization or licensed professional.
Deliver with provenance
Bulk delivery, API, or monitoring with change detection - every field traceable to the government source, ready for compliance workflows and AI products.
Our data
Organizations and the people licensed to serve them.
Legal entities
Registered companies in the US and internationally - officers and directors, status, filing history, and, where the record supports them, business relationships and organizational hierarchy - resolved across jurisdictions.
Licensed professionals
Professional and business licensure data - licensed individuals and firms, collected directly from the issuing authority - for credentialing, verification, and compliance.
International registries
Business registries across dozens of countries, collected at the source and processed in the source language - including national-scale datasets built end to end.
Our team
A senior team that ships together.
Apriori is a senior engineering team with long tenure together and production experience at enterprise scale. We deploy as a unit - engagements run under MSA/SOW, from bulk licensing and monitoring subscriptions to a dedicated data-operations pod embedded with your organization.
Put the public record to work.
Tell us what your product or compliance workflow needs - we likely already process it. Or start with the FAQ.
Contact Apriori