# Microsoft Fabric analytics + Copilot for retail: AI use case

> One platform for sales analytics, demand forecasting and natural-language reporting. Retail & E-commerce.

Source: https://aibyos.com/use-cases/fabric-retail

Retail & E-commerce

# Microsoft Fabric analytics + Copilot for retail

One platform for sales analytics, demand forecasting and natural-language reporting.

[Discuss this use case](https://aibyos.com/contact)

## How we approach it

1.  OneLake data model over POS, e-commerce and supply-chain data
2.  Forecasting models and semantic model for Power BI
3.  Natural-language Q&A for store and category managers

## How success is measured

Report adoption, forecast accuracy, analyst hours saved.

## Capabilities involved

[▣ AI & Data Analytics Platforms](https://aibyos.com/services/platforms)[▦ Data Foundations for AI](https://aibyos.com/services/data)[❖ LLM Applications & Copilots](https://aibyos.com/services/llm-apps)

## Industry

Retail & E-commerce

Related

## More use cases.

[Finance & Insurance KYC / AML analyst copilot Speed up customer due diligence while keeping every decision explainable. _LLM Apps & Copilots__RAG & Search__EU AI Act & Governance_ Open →](https://aibyos.com/use-cases/kyc) [Healthcare & Life Sciences Clinical documentation assistant Turn doctor–patient conversations into structured notes. _Voice AI__LLM Apps & Copilots__Evals & Guardrails_ Open →](https://aibyos.com/use-cases/clinical-docs) [Retail & E-commerce Conversational shopping assistant Help shoppers find the right product in natural language, on site and in AI assistants. _RAG & Search__LLM Apps & Copilots__MCP Servers_ Open →](https://aibyos.com/use-cases/shopping)
