01 · Gather
Capture the complete media record.
Ingest reporting, broadcasts, podcasts, social posts, transcripts, images, and primary documents.
Sectors / Media
More media does not create a clearer picture of reality.
One event becomes thousands of articles, clips, posts, transcripts, and reactions. We connect the coverage to primary evidence, track how claims change, and distinguish independent confirmation from coordinated repetition.
Research
The media system rewards speed and repetition while the source record develops slowly. A single unsupported claim can be rewritten by hundreds of outlets and appear independently verified when every version traces back to the same origin.
Formats compound the problem: text, video, audio, images, transcripts, corrections, and social reactions live in separate systems. Understanding an event requires aligning them in time and tracing each claim to primary evidence.
Questions Worth a Clean Answer
Ask hard. Answer with clean data.
- Q01How many apparently independent reports trace back to one unverified source?
- Q02Which claims survived later evidence, and which were corrected, weakened, or quietly abandoned?
- Q03Where is attention being driven by genuine importance versus coordinated or algorithmic amplification?
The Method — A Continual Loop
Gather, organize, refine, test, prioritize — repeat.
02 · Organize
Link events, claims, and sources.
Resolve people, organizations, media assets, quotations, publication times, and references.
03 · Refine
Separate evidence from repetition.
Cluster derivative coverage, expose contradictions, and trace claims to their earliest support.
04 · Test
Check against the record.
Compare claims with primary documents, later corrections, direct evidence, and outcomes.
05 · Prioritize
Surface consequential developments.
Rank stories and claims by impact, urgency, novelty, and evidentiary strength.
The Cascade
Media Evidence Cascade.
Tracing cross-format claims back to primary evidence separates independent confirmation from repetition, amplification, and narrative drift.
Record
Understanding
Use
Outcomes
Select any node to trace its chain. Left to right: Record → Understanding → Use → Outcomes.
What the Core Delivers
Knowledge you can act on.
- A cross-format event and claim graph linked to primary evidence.
- Independent confirmation separated from repetition, amplification, and narrative drift.
- Important developments ranked by consequence and evidentiary strength rather than volume alone.