Display context-aware 'next-best' items across the entire shopping experience.
Automate category ranking based on inventory levels, margin goals, and strategic priorities.
Automate category ranking based on inventory levels, margin goals, and strategic priorities.
Improve product discovery and deliver hyper-relevant suggestions that encourage purchase.
Promote bundles, power intelligent cross-sells, and factor margin into every recommendation.
Quickly launch, test, and roll out new recommendation strategies across all channels.
Ensure brand safety with auditable, compliant, and fully controllable AI outputs.
Integrate your CDP, CRM, product catalog, and analytics for a full view.
Combine AI embeddings with hard business rules and constraints for optimal outputs.
Use low-latency session signals to power dynamic ranking and in-the-moment personalization.
Utilize fine-grained access controls, robust guardrails, and detailed audit logs for compliance.
Measure real impact with built-in A/B tests, holdouts, and KPI dashboards.
First-party data use
Limited upload
No live connection
Real-time CDP/CRM sync
Real-time updates
Slow, batch updates
No personalization
Low-latency session AI
Catalog constraints
No business rules
Ignores inventory
Full business rule engine
Governance
No granular audit trail
Unsafe public outputs
Full enterprise governance
A/B testing
Requires manual test
No measurement
Built-in A/B test tools
Multi-channel activation
Manual content export
Web-only
Unified API delivery
Generic text ideas
Generic text ideas
No logic
Behavior & catalog driven
Session-aware ranking
Static outputs
Not session aware
Real-time session updates
Get enterprise-grade reliability, monitoring, and robust production SLAs.
Integrate natively with your CDP, feature stores, CRM, and analytics platforms.
Enforce strict governance, brand safety rules, and approval workflows across all teams.
Focus on measurable business KPIs with built-in testing and continuous optimization loops.
Global Omnichannel Retailer
Data Exfiltration Incidents
Define your core KPIs. Connect catalog and customer data sources.
Set business rules, merchandising constraints, and brand safety guardrails.
Deploy recommendation models to your surfaces and run controlled A/B tests.
Analyze results, iterate on models, and expand to new channels.
Get a custom architecture review and pilot plan in 48 hours.