Xfuze AI Lab

A curated showcase of AI use cases mapped to your value chain, business objectives and the data domains that make them real. Built on the Xfuze platform, the foundation required to scale AI Assistants, AI Models and Agents.

Retail Value Chain

8 categories

Use cases mapped from Plan & Buy to Customer Service.

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Business Objectives

6 categories

Filter by revenue, margin, CX, cost and risk outcomes.

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Data Domains

62 categories

See the data required — customer, product, inventory and more.

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Types of AI

3 categories

Assistants, Models and Agents — the three categories of AI capability.

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AI Foundation

6 categories

The pillars required to scale AI — Integration, Data, Orchestration and more.

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Top opportunities

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Agent

High

Auto-Replenishment Agent

Generates and submits store and DC replenishment orders against forecast, on-hand and lead times.

InventorySalesSupplierOrders

Out-of-stocks −30%

£950K

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Agent

High

Customer Service Copilot Agent

Evolves customer support from a chatbot into an autonomous resolution engine that uses Xfuze's clean data lakehouse to diagnose issues and propose fixes like refunds or reshipments directly, feeding new interaction data back into the Xfuze ecosystem.

CustomerOrdersReturnsKnowledge

First-contact resolution +32%

£920K

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Assistant

High

Personal Shopper Assistant

Conversational stylist that builds baskets, suggests outfits and upsells across the catalog with live stock awareness.

ProductCustomerInventoryMarketing

AOV +14%, conversion +8%

£860K

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Model

High

Personalised Product Recommendations

Real-time 1:1 recommendations across web, app and email driven by unified customer behaviour.

CustomerProductSalesWeb & App Behaviour

Conversion +15%

£850K

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Agent

High

Workforce Scheduling Agent

Builds and adjusts store rosters against demand, skills and labour rules — with manager approval.

EmployeeSalesLocation & Weather

Labour cost −6%

£820K

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Agent

Medium

Supplier Collaboration Agent

Autonomous supply chain coordination — detects shipping delays and independently proposes solutions to supplier systems, replacing manual logistics monitoring with a proactive loop that updates internal records and customer expectations whenever disruptions occur.

SupplierOrdersInventory

On-time delivery +18%

£780K

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