Multi‑Source Engine

Combine evidence without pretending every source says the same thing.

PressAI separates corroborated facts from single-source claims, keeps the strongest coverage visible and raises critical conflicts for review instead of silently choosing a convenient answer.

PressAI evidence interface illustration
Interface illustration with sample data.
Evidence with provenance

Keep agreement, uncertainty and disagreement visible.

Multi-source reporting becomes dangerous when evidence is flattened into one synthetic narrative. PressAI keeps source provenance in the workflow so editors can see whether a statement is broadly supported, reported by only one source or actively disputed.

Primary coverage

Identify the strongest primary coverage so the editorial workflow has a clear anchor without discarding useful secondary evidence.

Corroborated facts

Distinguish facts supported by multiple independent sources from claims that have not reached that level of support.

Single-source facts

Preserve useful details while clearly keeping their narrower evidence status visible to the editor.

Critical conflicts

Surface differences involving dates, scores, percentages, currencies and other material values for explicit review.

How the evidence loop works

From independent coverage to an editorial decision.

Collect

Monitor configured sources and extract the strongest available article from each independent source.

Compare

Separate matching evidence from source-specific details and identify material differences.

Escalate

Raise critical conflicts rather than letting an automated rewrite silently resolve them.

Decide

Let the editor keep the final factual decision attached to the article context.

Why it changes AI work

Better context before generation is more valuable than a larger prompt after the fact.

The Multi‑Source layer prepares bounded evidence context before AI-assisted editorial work. That makes it easier to preserve supported facts, identify unsupported claims and avoid treating conflicting values as interchangeable.

  • Independent sources retain their identity.
  • Corroboration does not erase minority or single-source claims.
  • Critical numeric/date conflicts remain reviewable.
  • Fact Guard can use the resulting evidence context later in the workflow.
Source evidence workflow illustration
Useful across different editorial patterns

Especially valuable where accuracy depends on comparing coverage.

News events

Compare reporting as an event develops and keep later corrections or conflicting details visible.

Research-backed articles

Separate independently supported facts from details that originate from a single report.

Updates to existing content

Re-check facts against stronger or newer coverage before changing an established article.