actual.armor

For teams · Newsrooms, analysts & OSINT

From scattered public sources to a source-linked brief

Give journalists, fact-checkers, and OSINT analysts a faster, more consistent way to research narratives, trace claims, and verify media — with every output keeping its sources, confidence, and open questions visible.

Journalists & newsroomsFact-checkersOSINT researchersAnalystsCivic-tech & research orgs

What these teams run

Narrative-angle briefs

Understand how a topic is framed before you brief, respond, or publish.

Cross-source comparison

Compare how sources cover the same story and where they diverge.

Viral-claim tracing

Track how a claim propagated across public sources over time.

Media-manipulation review

Triage images and media for context, omissions, and manipulation signals.

OSINT research briefs

Structured, source-linked research on people, entities, and topics.

Footprint & evidence mapping

Map a public footprint and organize sources into an evidence trail.

Scope & boundaries
  • Public-source research support — not a verdict on truth or authenticity
  • Outputs keep sources, confidence, and gaps visible for editorial review
  • No private-data access — public sources only
  • Supports, does not replace, journalistic and analytic judgment

Bring Actual Armor to your newsroom or team

Tell us about your research and verification workflows and we'll help you scope a workflow set and an evaluation.

Talk to us