Attackers automate campaigns at massive scale, while much of fraud prevention still runs on manual work. Sift’s AI agents help your team detect attacks, investigate users, review cases, and keep workflows tuned, so analysts spend their time on the decisions that matter.
- Attack Detection Agent: Alerts you when registration attacks, order value anomalies, or chargeback spikes move outside your baseline, and pairs each alert with an investigation playbook.
- Risk Activity Agent: Summarizes a user’s behavioral history and flags risky sessions, turning a 30 to 50 minute review into seconds.
- Review Agent: Surfaces key risk and trust signals, explains its reasoning in plain language, and suggests Block, Accept, or Watch.
- Sift MCP Server: Lets your own AI agent investigate users and triage false positives with read-only access, so it can’t change a decision, label, or workflow.
- Workflow Optimization Agent: Tunes your workflows against your traffic and recent trends, using best practices from Sift’s cross-merchant network.
- Sift Copilot: Gives analysts and integration engineers answers and documentation inside the Console.



