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Better questions. Clearer evidence. Stronger decisions.

Ideas for leaders and investigation teams working to turn scattered organizational data into evidence they can understand and act on.

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Business blog
Aug 29, 2026

We Deleted Our Prettiest Screen: From Fingerprints to Near-Duplicate Review

Why we replaced the fingerprints similarity graph with a duplicate review queue — what the canvas cost us, what changed for cases, and what the new numbers actually mean.

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Business blog
Jan 1, 1970

From Findings to Decisions: Why Detection Is Only the Beginning

Learn why useful investigation software must help teams organize evidence, test explanations, and decide what deserves action—not merely produce more alerts.

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