Back to AI Use Case StudioPlanned
Use Case
Next Best Offer Orchestration
Decision agent picks the best offer, channel and moment for each customer in real time.
Value chainMarketingObjectiveGrow RevenueAI typeAgentKPIIncremental revenue +6%Value£410KFeasibilityMedium
Dependencies
Customer, Loyalty, Marketing, Promotion, Web & App Behaviour
Feasibility
Medium — needs targeted data & integration uplift
Recommendation
📅 Planned — sequence after data & integration uplift
AI deployment flow
How signal turns into outcome for this use case.
Insight
Decision agent picks the best offer, channel and moment for each customer in real time.
Business Objective
Grow Revenue
Data Required
Customer, Loyalty, Marketing, Promotion, Web & App Behaviour
AI
Agent — Next Best Offer Orchestration
Decision
KPI: Incremental revenue +6%
Action
Marketing systems
Outcome
£410K value
Business outcomes
- Primary KPIIncremental revenue +6%
- Estimated annual value£410K
- Strategic objectiveGrow Revenue
- Value chain stageMarketing
Type of AI
AgentAutonomous decisioning that takes action across systems within guardrails.
Action surfaces
Marketing systems
Data sources required
Unified domains powering this use case via Xfuze.
Customer
CustomerUnified golden record of every known shopper across channels, identities and households.
Typical sources
CDPCRMLoyaltyEcommercePOS
Loyalty
CustomerMembership, tiers, points and redemption history that drive retention economics.
Typical sources
Loyalty platformPOSEcommerce
Marketing
MarketingCampaigns, audiences, creative assets and channel engagement signals.
Typical sources
ESPAd platformsSocialCDPWeb analytics
Promotion
Pricing & PromotionOffer mechanics, coupon codes, allocations and uplift measurement.
Typical sources
Promo enginePOSEcommerceESP
Web & App Behaviour
DigitalClickstream, scroll and session signals across owned digital surfaces.
Typical sources
AnalyticsTag managerCDP
Related use cases
Same value chain or business objective.