From raw traffic to enforced protection
Every ad request flows through a continuous seven-stage workflow. Nothing is judged on a single indicator, and nothing stops being re-evaluated.
Seven stages, running continuously
Collect
Traffic and performance signals received from the DSP.
Enrich
External reputation and network intelligence added.
Analyze
AI, statistical, behavioral and rule-based analysis.
Detect
Suspicious patterns and high-risk entities identified.
Assess
Signals combined into a risk level.
Protect
Configured protection actions applied.
Re-evaluate
Continuous reassessment of new and historical data.
Every signal. One brain.
AI Defender ingests and correlates the full breadth of traffic, source and performance data available inside your platform.
Real-time protection & automated source protection
Once risk is assessed, AI Defender acts — instantly on traffic, and progressively on the sources behind it.
Real-time protection
Applied as traffic is processed, within the policy you configure.
- Flag suspicious activity
- Reject high-risk traffic
- Restrict identified sources
- Apply filtering policies
- Add entities to protection lists
- Trigger deeper analysis
Enforcement behavior is fully configurable — from monitor-only to automatic rejection of high-risk traffic.
Automated source protection
Protection lists are maintained automatically across every entity type, with escalation instead of one-shot bans.
Escalation thresholds are configurable to the client's risk strategy.
Patterns single requests can never show
Scheduled periodic analysis reviews accumulated traffic and performance data, so slow-moving fraud and quality decay surface before they cost real budget.
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.