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Evidence-first competitive intelligence.

Evidence before interpretation

Know what changed.
Understand why it matters.

CHANGE-0247Worth investigating

A pricing page changed. SiftBrief keeps the evidence attached to every interpretation.

Every signal is separated into observed fact, AI interpretation, and a clear confidence level.