A simple rule across all workflows
Use AI early to structure the task, then return to human verification before making the final judgment.
Verification workflows
Operational steps you can use during the session or later in the newsroom.
Each workflow shows where AI helps organize the work and where the journalist still needs to return to evidence, context, and primary sources.
A useful live-demo sequence
Start with a textual claim, then move to an image, then video context, then a document pack.
Checking a Textual Claim
Work out what exactly is being claimed, what can be checked, and what evidence should exist if the claim is true.
- Breaking the claim into smaller questions
- Suggesting likely evidence types
Handling a Suspicious Image
Check whether the image is authentic, current, and correctly described.
- Generating a visual clue checklist
- Suggesting likely reuse or miscaption scenarios
Reviewing a Video or Context Claim
Separate what the footage actually shows from what the caption or claimed context adds to it.
- Generating context questions
- Organizing notes into observed vs claimed
Analyzing a Set of Documents
Organize a large document set, understand what it claims, and identify what still needs outside verification.
- Summarizing long files
- Surfacing patterns