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AI anomaly and fraud detection

Software that flags outliers, errors and fraud in your data automatically, compared on cost, time-to-value and implementation effort.

AI trust filters

169 solutions found

Quadrant view

Typical annual cost × Time-to-value

$0/yr$1k/yr$1.6M/yr0d3d30d88d250dAnnual TCO ← betterDays to value better →Quick & CheapQuick & PriceySlow & CheapSlow & Pricey

The lines cross at the median of the solutions shown, so about half sit on each side of each line.

The shaded zone shows the neighbourhood your current filters describe as ideal. Each dot is a matching solution — click through for the full profile.

Questions to ask before you buy

  • What is the false-positive rate, and who reviews the flags?
  • Can we tune the thresholds to our own risk appetite?
  • Is every flag explained, so an auditor can follow it?

Each tool page shows what the vendor’s own pages say about training on your data, model providers and AI pricing, and “Not recorded” where they say nothing. How we record AI