Xoxoday Empuls includes built-in AI-enhanced abuse management that proactively detects and prevents fraudulent activity across recognition and rewards programmes using pattern recognition and anomaly detection models.
How the AI Detection Engine Works
Xoxoday Empuls continuously analyses recognition activity using pattern recognition and anomaly detection models. These models identify behaviours that deviate from expected norms without requiring manual monitoring by your HR or IT admin team. Detection runs in real time across all recognition events, not as a periodic batch job. Common abuse patterns the system flags include duplicate nominations — where the same employee receives nominations from the same group within a short window — circular recognition, where colleagues nominate each other in a loop to accumulate points artificially, and irregular reward redemption patterns such as unusually high-volume or high-value redemptions clustered in a short period.Automatic Flagging and Admin Review
When suspicious activity is identified, Xoxoday Empuls automatically raises a flag for admin review rather than silently suppressing transactions. Admins receive contextual alerts with enough detail to investigate and decide on the appropriate action. This keeps your team in control while significantly reducing the manual effort of auditing thousands of recognition events across a large organisation.Real-Time Monitoring and Audit Trails
Xoxoday Empuls maintains a complete, tamper-evident audit trail of all recognition and redemption events. Real-time monitoring means anomalies are surfaced as they occur — not discovered after the fact during a quarterly review. This is particularly valuable for organisations running company-wide programmes across distributed teams, including those integrated with Slack, Microsoft Teams, Workday, or SAP SuccessFactors.Configurable Rules for Your Programme
Xoxoday Empuls supports configurable rules that allow admins to set thresholds — such as maximum nominations per sender per day or redemption limits per cycle — tailored to the specific design of each recognition programme. These rules work alongside the AI models to create layered, complementary protection rather than relying on a single detection mechanism.Compliance and Programme Governance
The abuse management framework supports your organisation’s commitment to programme fairness and internal compliance. For organisations subject to audits or operating under frameworks such as SOC 2 Type II or ISO 27001, the combination of automated detection, human-review workflows, and detailed audit trails provides a defensible record of programme governance. Xoxoday Empuls treats fraud prevention as a first-class feature, so your recognition programme retains its integrity and credibility over time. Learn more: Empuls Help Centre — GeneralHow do audit trails work in Xoxoday Empuls?
Understand how Xoxoday Empuls logs and stores a tamper-evident record of all recognition and redemption events for compliance and investigation.
How do I configure recognition programme rules?
Learn how admins can set custom thresholds and rules to control nomination frequency, point limits, and redemption behaviour within Xoxoday Empuls.