Use case type

Quality management

Quality management groups 1 documented AI deployment in the AI Use Case Hub. Adoption so far is concentrated in Retail. Browse the company examples below to see how teams put it into production.

Use cases

Examples

Industries

Timeline

1 mo

Company examples

Use cases of this type

1 shown from 1 use cases

MicrosoftJun 14, 2026

NIQ built Capture as a Service (CaaS) using Microsoft Foundry to automate product item coding

NielsenIQ (NIQ) built Capture as a Service (CaaS) to automate item coding from packaging images and scale product data extraction across markets.The solution uses Microsoft Foundry services to extract, verify, and structure packaging information faster and more accurately than a manual workflow.

NielsenIQRetail

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AI adoption trend

Trendline vs all cases / company examples

Industry

June 2026: 1 industry

Where it’s used

Retail1(100%)

Cloud providers

Microsoft1(100%)

Use case profile

Documented use cases: 1
Scored examples: Average innovativeness3.4/5Differentiated3.4/5 - Differentiated. This is a solid production Microsoft Foundry workflow that combines document extraction, contextual interpretation, search-based validation, and orchestration, but it follows an increasingly common enterprise item-coding pattern rather than a highly novel architecture.