01 — What MiMi is

A memory, and a cognition that acts on it.

Memory without cognition is a database. Cognition without memory is a language model. MiMi is the union of both.

The graph

The resolved, longitudinal record of the market — entities, relationships and evidence, cleaned, connected, dated and corrected across time. Not storage. A picture of how the market behaves, that improves the longer it is watched.

The cognition

The reasoning that traverses that memory to turn a question into a course of action — with its evidence attached and its confidence stated.

MiMi powers GovIntel, the government-contracting platform, and the same graph answers due-diligence, supplier-risk and credit questions that have nothing to do with federal contracting.

Every month the market produces a public, non-excludable stream of evidence — awards, registrations, dockets, exclusions, terminations, financing statements. A model built on it improves on its own and depends on no single participant. The defensibility is not the raw data, which is public to everyone; it is the resolved, corrected model, which cannot be rebuilt overnight.

02 — The graph

Self-sourced. No purchased data licences.

Every layer is joined onto one resolved company identity, across 63,429,374 companies in 14 countries. Counted against production, not estimated — and rising, because the record does.

197 tables · 77 GB · refreshed on scheduled ingestion. Counts grow daily.

03 — What it answers

One question, asked eighteen ways.

Every question below is the same underlying one — who is this company, and what does the record say about them? What changes is which layers carry the answer. None of these are inferred from a score; each resolves to a dated, sourced record.

And the harder version of each: ask it about a company with no federal contract history at all. Most systems have nothing to say about a first-time bidder or a second-tier supplier. Across 265,947 federal subawards and 35,275,432 registered businesses, that is the population MiMi was built for.

Asked most often by:

A credit report and a MiMi dossier get confused for each other. They answer different questions — and if yours is the first one, buy the credit report.

A credit report tells you whether to extend terms. A dossier tells you whether to enter the relationship at all — and what to verify first. We publish no score, because a rating is our judgement to defend and a filing is simply true.

04 — How it answers

Under three laws.

Law 1

Traceable to evidence. Every finding resolves to a sourced, dated, attributable record a human can inspect. No finding exists that cannot be pointed at.

Law 2

Confidence is stated. Every call carries a calibrated confidence, and MiMi says plainly when it does not know. Where a record cannot be attributed to a company with certainty, it is reported as unattributed rather than assumed.

Law 3

It informs judgment. The human decides. MiMi makes the decision better informed and more explainable — it never makes it.

MiMi reports facts with provenance, not proprietary scores. A sourced fact can be checked at its origin. A score is a judgment that hides its reasoning, and it is the wrong instrument for a decision that has to be defended.

05 — Access

Want access?

MiMi is available for due diligence, supplier and counterparty risk, credit and lending, M&A screening, and government-contracting business development. Access is arranged directly — tell us the question you are trying to answer and we will tell you whether MiMi answers it.

Or explore the contracting platform MiMi powers at govintel.ai.