↳ Agentic Dashboards

Context is king

Structured and unstructured datasets, from public and private companies worldwide, delivered for your agents to use on arrival.

↳ Agentic Dashboards

Context is king

Structured and unstructured datasets, from public and private companies worldwide, delivered for your agents to use on arrival.

↳ Agentic Dashboards

Context is king

Structured and unstructured datasets, from public and private companies worldwide, delivered for your agents to use on arrival.

01 • Unstructured data

Global machine-readable filings

Global corporate disclosures in structured and traceable Markdown.

Public companies filings

Public markets

Comprehensive support for SSO methods (SAML or OIDC) and JIT provisioning. We support IDP-initiated and SP-initiated SSO, domain claim enforcement, and MFA.

One layer for research that crosses borders, where most providers stop at domestic.

Public companies filings

Private markets

Filed accounts from private registries. UK Companies House, Singapore, and Hong Kong today, with more being added.

Coverage most vendors don't have, for research that touches private entities.

Parsed documentRaw document

From messy filings to LLM-ready

OCR, metadata extraction and entity resolution run on every filing, which means no one on your team has to build or maintain a document pipeline.

Coverage

Client-ready deliverables that used to take hours of research, days of creation, and now done in minutes.

0k

Companies

0k

Companies

0.5M+
0.5M+

Fillings

50+
50+

Countries

02 • Structured data

Traceable data for analysis at scale

Give your agents structured data to surface opportunities at scale. Every data point is traceable to its original source.

Public market

Private market

Company reference

The central record for every company in the system. Legal entity info, securities, subsidiaries, and identifiers, all cross-referenced.

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Public market

Private market

Company reference

The central record for every company in the system. Legal entity info, securities, subsidiaries, and identifiers, all cross-referenced.

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Private market

Public companies financials

Income statement, balance sheet, and cash flow. As-reported and normalized to one taxonomy.

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Private market

Public companies financials

Income statement, balance sheet, and cash flow. As-reported and normalized to one taxonomy.

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Private market

Private markets funding

Filed accounts from private registries, normalized into the same statement taxonomy as public issuers.

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Private market

Private markets funding

Filed accounts from private registries, normalized into the same statement taxonomy as public issuers.

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Public market

Public companies ownership

Institutional and activist holdings from 13F / 13D / 13G filings and equivalents in other geographies.

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Public market

Public companies ownership

Institutional and activist holdings from 13F / 13D / 13G filings and equivalents in other geographies.

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Private market

Private markets funding

Rounds, valuations, investors, and instruments across venture and growth financings.

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Private market

Private markets funding

Rounds, valuations, investors, and instruments across venture and growth financings.

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Public market

Insider transactions

Officer, director, and 10%+ owner trades from Form 4 and equivalents, cleaned and classified.

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Public market

Insider transactions

Officer, director, and 10%+ owner trades from Form 4 and equivalents, cleaned and classified.

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Public market

Private market

People and professionals

Executives, directors, and dealmakers with roles, tenures, biographies, education, and committee seats, resolved across companies over time.

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Public market

Private market

People and professionals

Executives, directors, and dealmakers with roles, tenures, biographies, education, and committee seats, resolved across companies over time.

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Public market

Corporate governance

Board composition, exec comp, and voting outcomes from proxies and AGM materials.

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Public market

Corporate governance

Board composition, exec comp, and voting outcomes from proxies and AGM materials.

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Public market

Private market

M&A transactions

Deal terms, advisors, and conditions across public, private, and private equity transactions.

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Public market

Private market

M&A transactions

Deal terms, advisors, and conditions across public, private, and private equity transactions.

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Public market

Equity offerings

Terms, pricing, underwriters, and use of proceeds from IPOs, follow-ons, and other issuances.

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Public market

Equity offerings

Terms, pricing, underwriters, and use of proceeds from IPOs, follow-ons, and other issuances.

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Public market

Private market

Dynamic industry classification

A revenue-based taxonomy that reclassifies companies as their business mix shifts, not a static code frozen at IPO.

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Public market

Private market

Dynamic industry classification

A revenue-based taxonomy that reclassifies companies as their business mix shifts, not a static code frozen at IPO.

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Structured data extracted from primary sources

Data structured from our own filings database, live as soon as reports land. Every number keeps its source and its surrounding context.

Structured data extracted from primary sources

Data structured from our own filings database, live as soon as reports land. Every number keeps its source and its surrounding context.

Structured data extracted from primary sources

Data structured from our own filings database, live as soon as reports land. Every number keeps its source and its surrounding context.

03 • Delivery

Delivery mechanisms

Three ways to plug in, depending on how your team works.

Data feed

Pushed directly into your warehouse or data lake, on a schedule that matches how your team consumes it.

MCP

Connect your own agents over the Model Context Protocol, with source traceability built into every response.

API

Query live from your own applications over a REST endpoint, with the same source references on every field.

Compound Intelligence

Compound Intelligence

Compound Intelligence

New York

West 38th St,
New York

San Francisco

Market St,
San Francisco

London

King's Cross,
London

Hong Kong

Stanley St Central,
Hong Kong

© 2026 Model ML. All rights reserved.

New York

West 38th St,
New York

San Francisco

Market St,
San Francisco

London

King's Cross,
London

Hong Kong

Stanley St Central,
Hong Kong

© 2026 Model ML. All rights reserved.