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Fallacy

TRUTH IS NOW A COMPETITIVE ADVANTAGE

Automate, monetize, and verify with AI for newsrooms

Fallacy helps publishers streamline data gathering, distribute content, and prove authenticity.

One integrated AI platform that accelerates news.

Ask Fallacy

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Agentic AI

Truth-aware agentic AI that understands your reporting

Desk comes with agentic AI designed for journalism. Ask questions in plain language and let agents traverse your graph, connect filings, stories, people, organizations, and timeline.

State Contracts
Corporate Filings
Property Records
Campaign Donations
FOIA Responses
Grant Awards
LLC Registrations
Lobbyist Disclosures
Budget Line Items
Procurement Emails

Knowledge

A unified knowledge graph for your reporting

Desk unifies filings, records, notes, sources, articles, and other unstructured data into a graph. Allowing journalists to trace influence, follow money, map relationships, and uncover stories that would otherwise remain buried across disconnected datasets.

Distributed to

OpenAI
Anthropic
Gemini
Perplexity
Contractor Tied to State Senator Won Quiet Bid for Bridge Repair

Contractor Tied to State Senator Won Quiet Bid for Bridge Repair

Capital Sentinel

politicsethicsinfluence

Wire

Monetize distribution across the AI ecosystem

Wire turns your reporting into a controlled, revenue-generating data feed. When AI systems query or train on your stories, your newsroom gets paid.

Verification preview
Verified

Frame

Cryptographic truth for all media

Frame signs media and proves that it's not AI. Your edits—crop, blur, resize, grayscale—never break authenticity. Verification mathematically guaranteed. Video verification coming soon.

SummarizeFilings
SearchArchives
TranscribeInterviews
GenerateVisuals
CreateIssue Lists
CiteRegulations
Auto-TagStories
LinkReports
ExtractKey Facts
SummarizeFilings
SearchArchives
TranscribeInterviews
GenerateVisuals
CreateIssue Lists
CiteRegulations
Auto-TagStories
LinkReports
ExtractKey Facts

Productivity

Turn newsroom bottlenecks into automated workflows

Let Fallacy handle the grinding work: summarizing filings, tagging documents, generating timelines, visualizing data, and linking sources across stories.

Why news companies choose Fallacy

End-to-end provenance

From capture to publish, all media can be verified by readers.

Ontology

People, places, dates, relationships, and other unstructured data auto-linked across sources.

Private by default

Project-level permissions and on-prem options.

New revenue from origination

License reporting to AI platforms.

Faster reporting

Save time with automation and natural language querying across large datasets.

Trusted distribution

Provenance tags and rights metadata travel with your content wherever it goes.

Make truth your business advantage

Partner with Fallacy to originate more news, monetize reporting, and prove authenticity.

Get Early Access