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 - business registries, filings, licenses, government datasets - and put them together with AI-driven entity resolution into a single, provenance-backed view of every legal entity.
Talk to usWhat we doMission
The public record, made usable.
Every regulated industry runs on public data that already exists and is already structured - it is just scattered across thousands of government sources. Our mission is to make that record usable: acquired at the source, resolved into clean entities, and delivered with citations, so financial services, legal and compliance, and government teams can build on it.
What we do
Acquire. Resolve. Deliver.
Acquire at the source
Federal, state, and county datasets, plus international business registries - collected directly from the systems of record, across thousands of formats and dozens of languages.
Resolve with AI
Our specialty: LLM-assisted pipelines link, deduplicate, and reconcile records across sources into one resolved view of a legal entity or person.
Deliver with provenance
Deterministic, citable datasets - every field traceable to the government source, ready for compliance workflows, KYC/KYB, due diligence, and AI products.
Our data
Legal entities, end to end.
US legal entities
Registered companies, officers and directors, status, and filing history - from federal, state, and county datasets.
International registries
Business registries across dozens of countries - including national-scale datasets processed end to end, in the source language.
Resolved and verified
One deduplicated view per entity, with every attribute citable back to the official source - built for identity verification, KYC/KYB, and risk.
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 to a dedicated data-operations pod embedded with your organization.
FAQ
Common questions
What data does Apriori provide?
Apriori provides authoritative public-record data: legal entities in the US and internationally - registered companies, officers and directors, status, and filing history - drawn from federal, state, and county datasets and international business registries, resolved into a single deduplicated view.
Which countries do you cover?
The United States at the federal, state, and county level, plus international business registries across dozens of countries and languages, including national-scale datasets processed end to end.
How is the data delivered?
Bulk files, incremental refresh feeds, or infrastructure built to your spec. Every record carries provenance back to the government source, so it is ready for compliance workflows and for AI and RAG pipelines.
What makes the data AI-ready?
Records are linked, deduplicated, and reconciled with AI-driven entity resolution, then delivered as structured, citable data with source provenance - the form LLM and RAG systems need to give deterministic answers.
What is your compliance posture?
All data originates from official public sources - government registries, filings, and licenses. Provenance is preserved end to end, so every field is traceable to its source of record.
How do engagements work?
Three models: bulk licensing of existing datasets, custom acquisition of sources you need, and a dedicated data-operations pod working under MSA/SOW inside your organization.
Put the public record to work.
Tell us what your product or compliance workflow needs - we likely already process it.
Contact Apriori