Fraud Prevention Tooling

SafetyKit delivers purpose-built reviewer tooling powered by AI agents that auto-resolve obvious cases and route complex decisions to your team with full context. Deploy custom fraud detection in hours, and build intelligence that compounds with every decision.

How to Integrate

Connect your data

Integrate events, tickets, listings, transactions, or user activity through API or batch feeds. No engineering rewrites required.

• Real time API integration for events, tickets, and transactions
• Batch feed support for historical data
• Plug into your existing systems without code changes

Apply your fraud policies

Use your existing rules or start with SafetyKit templates. Configure actions, thresholds, and routing in a few clicks.

• Pre built fraud policy templates
• Flexible custom rules and thresholds
• Automated action routing for block, review, and allow

AI case review

The system automatically resolves obvious and repeated fraud. High risk or ambiguous cases escalate to human reviewers with full context.

• Automatic resolution of clear fraud patterns
• Intelligent escalation for high risk or uncertain cases
• Full context for confident human decisions

Continuous improvement

Analysts use the reviewer console to resolve cases, investigate networks, and feed decisions back into the model. Accuracy improves every day as the system learns from real activity.

• Streamlined reviewer console for case management
• Network level investigation tools for fraud pattern detection
• Feedback loop that improves model accuracy with each decision

Why Custom Tooling Works Better Than Internal Tools

Direct Integration

Ingest data in any format without engineering dependencies or lengthy integration cycles.

Policy-Matched Detection

Match your exact risk policies instead of forcing your team to adapt to generic detection rules.

Single Unified View

Give reviewers all context in one place instead of toggling between multiple tools and databases.

Compounding Intelligence

Go live in days instead of months while the system gets smarter with every decision your team makes.

Scale Operations Efficiently

Moderators get AI-recommended next steps on each case and can self-assign work. Full visibility into open, closed, and pending cases improves workload distribution. Audit trails maintain quality without additional oversight.

Surface Fraud Patterns

Merchant insights dashboard shows flags and violations across your entire case history. Identify patterns that individual reviews miss.

Built-In Audit Trails

Every action is logged with full reporting for compliance needs. Track team performance and identify where fraud prevention can improve.

Resources

Why Custom Fraud Tooling Beats Internal Tools for Marketplaces
Internal fraud tools can't keep pace with evolving threats, requiring months of engineering work for basic updates. SafetyKit's AI-powered fraud detection deploys in days, automatically resolves clear cases, and learns from every decision to catch sophisticated fraud patterns traditional systems miss.

Protect your platform.