JOURNALISM

Investigative Journalism & FOIA Deep-Dives

Turn massive FOIA dumps into a bulletproof, cited chronology in a day.

Investigative newsrooms frequently acquire massive, disorganized data dumps via Freedom of Information Act requests, leaked hard drives, or public municipal records. By securely uploading millions of unstructured emails, financial ledgers, and scanned PDFs, investigative teams can instantly connect the dots on complex corruption or corporate malfeasance stories. The platform maps connections between shell companies, political figures, and transaction dates.

Reporters can conversationally query the dataset to find exact intersections between campaign donations and municipal contract awards. Because the platform relies on hardcoded, deterministic calculations rather than AI guesses, journalists can generate bulletproof, citation-backed chronologies of events, turning months of manual document review into same-day investigative breakthroughs.

INVESTIGATE
Talk to the Documents
shell companiesdonations
When did the zoning change?|
Find Connections
• 41% of contracts trace to "3 shell LLCs"
• a "donation" precedes each "contract award"

Document Digitization

Use Steeped AI's document digitization to extract clean, highly accurate text from decades-old scanned municipal PDFs and poorly formatted FOIA document dumps. Ledgers and letters that arrive as images become searchable, structured records, so no smoking gun stays buried in a bad scan.

SCANNED FOIASTRUCTURED FIELDSEntity: shell LLCDate: 2019Amount: $40kLinked: yes

Location Intelligence

Use Steeped AI's location intelligence to map the addresses of shell companies or campaign donors to specific political districts and uncover geographical anomalies. When a cluster of donations rings one council seat, the pattern becomes visible on a map instead of hiding in a spreadsheet.

District 4shell LLCs

AI Topic Mapping

Use Steeped AI's AI topic mapping to turn millions of emails and filings into measurable entities like shell companies, donations, and contract awards. Quantify how often each appears and where they intersect, so a reporter follows the money with counts, not hunches.

shell companydonationcontract award

Citations & Reporting

Every finding deeplinks back to the exact email, ledger line, or filing that produced it, with zero AI invention. Before publication, an editor can trace each claim in the chronology to its source document, so the story stands up to legal review and hostile scrutiny alike.

FOIA Finding Citations
1 41% of "contracts" trace to "3 shell LLCs"
2 33% of "awards" followed a "donation" within 60 days
3 27% of "emails" reference the same "intermediary"
4 24% of "payments" cleared through "one account"
5 19% of "zoning votes" aligned with "donor interest"
6 15% of "filings" omitted a "required disclosure"
7 9% of "records" were "amended after" the vote

The insights are already in your data.

Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.