An analyst that never stops reading your traffic
Claude-powered analysis interprets traffic, performance and reputation data, explains what it found and tells administrators what to do next.
AI fraud intelligence
Layered on top of deterministic detection so findings stay explainable and auditable.
AI supplements deterministic fraud rules and external reputation signals — it does not replace them. Every AI finding is traceable to the underlying data.
AI finding: traffic concentration on pub_44192 rose sharply with near-identical user agents and no post-click conversions. Recommended action: restrict source and escalate to blacklist review.
- 14:02Blacklisted185.220.101.34 (Tor exit)
- 13:47Restrictedsrc_8871 · app-bundle.9932
- 13:12Flaggedpub_44192 · news-hub.example
- 12:58Releasedip 91.203.44.7 · risk decayed
Reads the whole picture
Traffic volume, click and conversion behavior, device and network signals and source history are interpreted together rather than in isolation.
Explains itself
Findings arrive as plain-language summaries with the evidence behind them, so fraud and AdOps teams can act without reverse-engineering raw logs.
Prioritizes the work
Risk scoring ranks entities that need attention first and proposes the enforcement action that matches your configured policy.
Dramatically less manual analysis
Administrators see everything the system found, why it matters and what to do next — in one console, without reverse-engineering raw logs.
AI finding: traffic concentration on pub_44192 rose sharply with near-identical user agents and no post-click conversions. Recommended action: restrict source and escalate to blacklist review.
- 14:02Blacklisted185.220.101.34 (Tor exit)
- 13:47Restrictedsrc_8871 · app-bundle.9932
- 13:12Flaggedpub_44192 · news-hub.example
- 12:58Releasedip 91.203.44.7 · risk decayed
Protect your DSP. Protect your advertisers.
See how AI Defender analyses your live traffic, surfaces fraud signals and enforces protection policies automatically inside your DSP.