Contextually Relevant Customer Interactions, at Every Stage

Dynamic Experiment

Experiments that test approaches at scale, updating assumptions as new data arrives to refine interactions per customer.

AB Testing

Test two options at scale to determine optimal choice between engagement options.

Real-time Recommender

Deliver hyper-personalized behavioral recommendations in real time, at scale.

Hero Offer Recommender

Recommend the right hero offer or primary call-to-action from behavioral and segment signals before sign-in.

Dynamic Messaging

Determine the best way to interact with individual customers by dynamically experimenting with different messaging approaches.

Multi-channel Experiments

Run experiments across channels to learn which touchpoints and combinations drive acquisition.

Intelligent Sales

Make intelligent predictions for product-bundling, dynamic pricing, next-best product, based on popularity.

Opportunity Recommender

Surface propensity-led next offers and actions for prospects from early behavioral signals.

Dynamic Ranking Recommender

Rank content, offers, and actions dynamically for anonymous and early prospects.

Dynamic Experiment

Experiments that test approaches at scale, updating assumptions as new data arrives to refine interactions per customer.

AB Testing

Test two options at scale to determine optimal choice between engagement options.

Real-time Recommender

Deliver hyper-personalized behavioral recommendations using both real-time and historical data.

Dynamic Messaging

Shape message tone, timing, and channel from models that learn individual preferences.

Conversational Journey Module

Available for banking and telecommunications.

Build intelligent conversational journeys with AI agents that uncover intent and guide prospects toward conversion.

Personalized Messaging

Use models that converge on the individual to deliver hyper-personalized messages—optimal timing and tone to encourage engagement.

Multi-channel Experiments

Orchestrate experiments across channels to learn how each prospect prefers to be reached.

Personalized Hero Offer Recommender

Deliver hero and primary-surface recommendations from signed-in real-time and historical behavior.

Intelligent Sales

Make intelligent predictions for product-bundling, dynamic pricing, next-best product, based on individual real-time behavior.

Opportunity Recommender

Rank and surface the best next product, bundle, or step as intent clarifies.

Dynamic Ranking Recommender

Reorder recommendations and lists from live session and historical behavior.

Exploration Recommender

Continue controlled exploration in engagement so personalization does not go stale.

Dynamic Experiment

Experiments that test approaches at scale, updating assumptions as new data arrives to refine interactions per customer.

AB Testing

Test two options at scale to determine optimal choice between engagement options.

Real-time Recommender

Deliver real-time hyper-personalized behavioral recommendations based on contextual and historical data.

Conversational Journey Module

Available for banking and telecommunications.

Build conversational AI journeys that guide customers toward meaningful product usage and conversion.

Personalized Messaging

Continue personalized message orchestration as customers deepen usage and history.

Intelligent Sales

Make intelligent predictions for product-bundling, dynamic pricing, next-best product, based on individual real-time and historical behavior.

Opportunity Recommender

Drive first and repeat value with next-best opportunities tuned to individual readiness.

Contextualized Messaging

Use real-time contextual data to determine optimal tone and timing of messages.

Dynamic Ranking Recommender

Prioritize activation steps and offers as customers progress.

Dynamic Experiment

Experiments that test approaches at scale, updating assumptions as new data arrives to refine interactions per customer.

AB Testing

Test two options at scale to determine optimal choice between engagement options.

Real-time Recommender

Deliver hyper-personalized behavioral recommendations using real-time signals and deep individual history.

Conversational Journey Module

Available for banking and telecommunications.

Use conversational AI journeys to maintain engagement, uncover intent, and prevent drop-off.

Intelligent Sales

Make intelligent predictions for product-bundling, dynamic pricing, next-best product, based on individual real-time and historical behavior.

Behavioral Re-engagement Nudging

Re-engage lapsing or dormant customers with behavioral nudges timed to real-time signals and behavioral history.

Contextualized Messaging

Use real-time contextual and behavior data to deliver the most relevant message, offer, nudge or recommendation.

Real-time Churn Intervention

Deliver churn-prevention recommendations, nudges, and offers exactly when they matter most.

Cross-sell/Up-sell Recommender

Retain customers by introducing novel recommendations, delivered in real time.

Dynamic Ranking Recommender

Keep rankings fresh as behavior and risk signals evolve.