Protect campaign integrity with layered anti-abuse controls, real-time risk scoring, and transparent enforcement logic. Every reward decision is validated against eligibility rules before issuance — and every enforcement action is logged with auditable evidence.
An agentic fraud prevention layer that monitors participation patterns, detects abuse in real time, and enforces fairness policies autonomously — protecting reward economics and participant trust without manual review bottlenecks.
Layered defense that validates every interaction before it can affect outcomes or claim rewards.
Track participation velocity, submission patterns, and behavioral signals across every campaign interaction. The engine builds risk profiles per participant by correlating activity across sessions, devices, and identities.
Apply real-time risk scoring using configurable rules — rate limits, duplicate detection, velocity checks, and heuristic signals. Each interaction receives a risk score that determines whether it passes, gets flagged, or is blocked automatically.
Block fraudulent entries, flag suspicious activity for review, and validate reward eligibility before issuance. Every enforcement decision is logged with the triggering evidence and rule reference — ready for dispute resolution or compliance audit.
These are the patterns teams hit when they try to build engagement without a purpose-built engine.
Four capabilities that replace fragmented tools with a unified engagement engine.
Detect repeated or suspicious submissions across identities by correlating session fingerprints, device signals, email patterns, and behavioral similarities. The engine identifies multi-account abuse and linked entries that simple uniqueness checks miss.
Cleaner participation data with duplicate entries caught before they affect leaderboards or winner selection.
Apply layered rate controls, velocity limits, and behavioral heuristics to identify and block automated abuse. Per-minute, per-hour, and per-day activity thresholds catch scripted entries while allowing legitimate burst behavior during campaign launches.
Automated abuse is blocked at the entry point — before it can accumulate points, distort scores, or claim rewards.
Flag high-risk behavior for automated or manual review using configurable risk signals — sudden rank jumps, unusual completion speeds, geographic impossibilities, and abnormal scoring patterns. Flagged entries are quarantined without affecting the participant experience for legitimate users.
Risk response time drops from days to minutes because the system surfaces problems before they compound.
Validate eligibility against program policies before any reward is issued — budget caps, claim limits, cooldown periods, geographic restrictions, and tier requirements. The engine enforces rules consistently across every redemption channel and every campaign surface.
Every reward claimed has passed eligibility validation — creating trust in outcomes for participants and financial predictability for program operators.
Identify repeated or linked participant attempts across sessions, devices, and identities. Correlate behavioral patterns that indicate multi-account abuse beyond simple email or IP matching.
Validate eligibility against program rules before any incentive is issued — budget caps, claim limits, cooldown periods, tier requirements, and geographic restrictions enforced automatically.
Block automated abuse with layered rate controls — per-minute velocity limits, per-hour activity caps, and behavioral heuristics that distinguish scripted entries from legitimate burst participation.
Apply fairness policies consistently across all entries and all campaign surfaces. Rules are versioned and participants are always evaluated against the policy active at the time of their action.
Maintain full traceability for every enforcement decision — blocked entries, flagged activities, reward denials. Each log includes the triggering evidence, rule reference, and timestamp.
Flag risk behavior using configurable signals — rank jumps, completion speed anomalies, geographic impossibilities. Quarantine flagged entries for automated resolution or manual review.
Teams across industries use fair play & anti-fraud to power these outcomes.
Prevent spam entries, bot submissions, and multi-account abuse from distorting contest outcomes. The engine validates entries in real time, enforces eligibility rules, and ensures winner selection reflects genuine participation — critical for regulated promotions and public-facing competitions.
Detect multi-account reward farming, scripted point accumulation, and referral fraud that drains loyalty program budgets. Velocity checks and behavioral correlation catch patterns that simple uniqueness constraints miss — protecting reward economics without over-blocking legitimate members.
Maintain auditable records for regulated campaigns where winner selection, eligibility verification, and prize distribution must be demonstrably fair. Every entry, evaluation, and enforcement action is logged with evidence and rule references for regulatory review.
Enforce fair scoring and reward distribution across B2B partner programs where participants have incentives to game the system. Detect suspicious activity patterns — bulk registrations, score manipulation, fake referrals — and enforce program integrity without damaging partner relationships.
AI agents monitor participation patterns continuously, evaluate risk in real time, and enforce fairness policies without manual review gates — human oversight is available for edge cases, not required for every decision.
Operate fair play programs at scale with consistent policy enforcement, comprehensive audit trails, and configurable review workflows that satisfy regulatory requirements.
Every enforcement decision — blocked entry, flagged activity, reward denial, or disqualification — is logged with the triggering evidence, applicable rule version, and timestamp for compliance review.
Track abuse patterns, measure defense effectiveness, and tune detection thresholds — balancing fraud prevention with participant experience.
Feed risk signals into your security stack, ops workflows, and compliance systems with real-time event delivery and programmatic controls.
Launch quickly, automate confidently, and scale engagement without rebuilding core infrastructure.
