AI in Loyalty

AI for Frictionless Loyalty 

Frictionless Loyalty means better experiences for members and less manual effort for marketers. Comarch Loyalty AI turns complex data into strategic action, helping teams predict churn, personalize offers, and protect program economics. Through simple, natural-language conversation, agentic MAIA configures and manages end-to-end program logic, rules, and campaigns with zero coding required. Marketers move faster from brief to execution. AI prepares the work your team retains and controls.

See MAIA in Action

AI-powered Customer Loyalty Platform

Smart Loyalty

 Human expertise. Machine precision.
Agentic assistance.

AI Built for Frictionless Loyalty Execution

Comarch Loyalty AI connects predictive analytics, automated recommendations, real-time fraud signals, and agentic assistance directly into the loyalty workflows teams already run. By automating complex data processing, it enables marketers to focus on strategy while the platform identifies who needs attention, what to offer, when to engage, and what requires human review. 
The result is a frictionless operational model: less manual setup for marketers, hyper-relevant journeys for members, and clear, measurable value for the P&L.

Core Live Capabilities:

  • Predictive Models: Customer Lifetime Value (CLV), Churn Prediction
  • Personalization & Commerce: Next Best Offer (NBO), Product Recommendations
  • Protection & Assistance: AI Loyalty Guard (Fraud Detection)
  • Agentic MAIA Loyalty Assistant

MAIA: Agentic Assistance for Loyalty Teams

Meet MAIA shifts the marketer’s role from task executor to strategist. Instead of spending hours on manual setup, marketers simply describe their campaign objective in natural language. MAIA interprets the brief, analyzes rules and attached files, and then automatically prepares the complete campaign workflow, configuring audience targeting, reward logic, and offer structures.
The marketer retains total control, reviewing the logic, verifying risk signals, and deciding what goes live.
Once active, MAIA offers proactive optimizations and lets you converse with your data to unlock actionable results in seconds.

 

MAIA Workflow

  1. A marketer describes the campaign objective in natural language and attaches the supporting files.
  2. MAIA reads the brief and helps prepare the reward and audience configuration.
  3. The platform connects the audience, offer, and campaign logic.
  4. The team reviews rules, conflicts, and risk signals before approval.
  5. The marketer chooses what goes live, and the result is measured through campaign reporting

Live AI and ML Models

Live capabilityWhat the model doesBusiness value
Customer Lifetime Value (CLV)

Live today
Predicts future member spend and flags value movement (growing, stable, or declining). Optimizes Budget: Allocates high-value perks and service resources strictly where long-term returns justify the cost.
Churn Prediction

Live today
Detects early disengagement signals and provides explainable risk scoring.Saves At-Risk Revenue: Triggers automated rescue campaigns before churn happens. 
Product Recommendations

Live today
Uses purchase and behavior patterns to support relevant product recommendations across configured channels.Drives Cross-Sell & Basket Size: Grow basket value and make communication more useful without relying only on blanket discounting.
Next Best Offer (NBO)

Live today
Ranks eligible offers for each member according to predicted response and the configured offer pool.Maximizes Campaign Conversion: Improve offer uptake from the same offer pool and compare the recommended path with a non-recommended baseline.
Personalized AI-generated videos in a mobile app

Live today
Generates on-the-fly personalized videos triggered by member events (incomplete signup, expiring points, tier within reach) inside the CLM Mobile App.Drives Activation & Redemptions: Replaces complex text messages with visual simplicity, accelerating point redemption, tier upgrades, and onboarding completion without data leaving the CLM environment.

AI-Based Loyalty Fraud Prevention

AI Loyalty Guard

Protect program economics without penalizing loyal members.

Loyalty fraud, points farming, and employee abuse quietly drain margins and inflate points liability. Traditional rules fail, they miss complex fraud while blocking genuine members.
AI Loyalty Guard uses real-time anomaly detection across enrollments, point accruals, and redemptions to score risk instantly without slowing down honest customers.
By comparing live transaction behavior against expected program baselines, the model assigns explainable risk scores and flags suspicious actions instantly.

Governed Human-in-the-Loop Workflow:

  • Detect & Score: AI flags suspicious activity (such as bulk bot registrations, impossible geo-velocity transactions, or redemption spikes) and assigns a clear risk score.
  • Route & Hold: High-risk actions are automatically placed on temporary hold based on configured safety guardrails.
  • Human Decision: A fraud analyst or program manager reviews the flagged context and makes the final decision to approve, reject, or escalate.

Customer Behavior Modeling

Customer Behavior Modeling 

Gain invaluable insights into customer behavior with our AI-driven predictive modeling feature. By harnessing the power of machine learning, our platform anticipates and adapts to customer preferences and trends. Leverage predictive analytics to tailor offers, promotions, and rewards, maximizing customer satisfaction and loyalty. Capitalize on the built-in features of our CLM for predictive customer behavior modeling and stay ahead of the competition.

Learn more

Report

Loyalty as a Growth Engine in the AI Era

Download our global report to discover how combining Agentic AI, real-time contextual data, and hyper-personalization transforms your rewards program into an unstoppable revenue driver.

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