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Data collection is not detection. After a decade of hoarding logs and relying on manual engineering, security teams are still guessing at their coverage. We are building the future of detection to replace uncertainty with proof

Visibility is not coverage. After decades of manual engineering and 'heroic' efforts, the pieces are finally in place to solve the detection gap. Introducing Spectrum.

Visibility doesn’t equal coverage. We spend months stitching together tools to measure detection, only to find the data outdated the moment it’s finished. This post explores why static detection models fail in a dynamic world, the hidden complexity of coverage drift, and how AI reasoning engines are finally enabling continuous validation.