🔍Newsroom Suite · Skill 01

Hours of research.
Minutes with Masthead.

Type a name, topic, or question. Get a sourced dossier with citations, entity relationships, anomaly flags, and follow-up suggestions — before your coffee gets cold.

The Problem

Every story starts with
the same grind

4–6h

spent on background research per story

47

browser tabs open. Half of them duplicates.

0

journalists who went to J-school to search databases

See It Work

Name in.
Dossier out.

masthead deep-research

research> "Mayor Sarah Chen campaign finance 2025"

── scanning 47 sources across 3 databases...

✓ Campaign finance filings (FEC) — 23 records

✓ Property records — 2 matches in county assessor

✓ Corporate registrations — 1 active LLC

✓ Prior coverage — 14 articles across 6 outlets

⚠ Discrepancy: Reported donation $4,800 vs FEC limit $3,300

Dossier ready — 3 pages, 23 citations, 1 flag

Time: 1m 42s · manual estimate: 2–4 hours

Capabilities

Five engines working
in parallel

🌐

Multi-Source Scan

Parallel queries across government databases, corporate registries, court records, news archives, and public filings. Deduplicated, relevance-ranked, source-reliability scored.

🕸️

Entity Graph

Maps connections between people, organizations, addresses, and funding flows. Disambiguates common names via Wikidata. Surfaces relationships a manual search would miss.

📰

Prior Coverage Scan

Finds all existing reporting across major outlets. Summarizes angles already covered and identifies gaps — so you know what hasn't been written yet.

🚩

Anomaly Detection

Cross-references numbers across sources. Flags contradictions, temporal inconsistencies, and unusual patterns — like the same address across multiple LLCs.

📅

Timeline Reconstruction

Extracts dated events from every source and builds a chronological narrative. Highlights gaps — "no public record between March and September 2024" — because sometimes what's missing is the story.

Data Sources

Not a search bar.
A research department.

Included

Open Sources

  • Multi-engine web search
  • Wikipedia + Wikidata
  • Government open data portals
  • SEC EDGAR & FEC filings
  • Court records (PACER)
  • Corporate registries
  • News archives
Pass-Through

Licensed Sources

  • + LexisNexis / Factiva
  • + Property records (assessor APIs)
  • + Lobbying disclosures
  • + Non-profit filings (IRS 990s)
  • + Patent & trademark databases
  • + Academic papers

Uses your newsroom's existing subscriptions

Enterprise

Custom Sources

  • Your newsroom archive
  • FOIA response corpus
  • Proprietary investigative databases
  • Custom API connectors

On-prem deployment available

The Difference

Same journalist.
Radically different morning.

Without Deep Research
  • 2 hours Googling, 47 tabs open, half are dead ends
  • Copy-pasting between databases into a messy doc
  • Missing the FEC discrepancy because you checked the wrong filing
  • No idea what other outlets have already published
  • Starting from scratch on the next story
With Deep Research
  • Sourced dossier in 2 minutes, every citation linked
  • Entity graph shows relationships you didn't know existed
  • Anomaly flagged automatically — $4,800 donation vs $3,300 limit
  • Prior coverage scan shows gaps nobody has written about
  • Research saved to project folder — builds over time
Integration

Works where
you already work

✍️

CMS Sidebar

Highlight a name in your draft → research appears in a panel. One click to insert citations. WordPress, Ghost, Arc.

🌐

Standalone App

Full web interface at research.getmasthead.io. Run deep dives, save projects, export dossiers as PDF.

🔗

API + Slack/Teams

Trigger research from your team chat. Results stream into a thread. API for custom integrations.

Boundaries

The journalist is
always in control

  • Doesn't write your story. It finds the facts. You write the narrative. The byline is yours.
  • Doesn't make editorial calls. Every finding comes with a confidence score and source link. You decide what matters.
  • Doesn't fabricate citations. Every dossier links to primary sources. If the data doesn't exist, the dossier says so.
  • Doesn't replace source cultivation. It searches public records. Your confidential sources stay between you and them.
<3min

Average dossier delivery

47

Avg sources scanned per query

100%

Findings linked to primary sources

4–6h

Saved per journalist per week

Stop researching.
Start reporting.

Deep Research is part of the Masthead Newsroom Suite. See what your stories look like when the grind disappears.