Microsoft

Imagine an accounts-payable team receiving a scanned invoice, a digitally generated purchase order and a delivery note photographed on a phone. An Azure AI application has to identify the documents, extract the right values, compare them with approved records and pass a defensible result to an agent. Simply running OCR on every file is not enough. The invoice has a table; the purchase order includes similar numbers with different meanings; the photo is skewed; and the delivery note may contain handwritten amendments. The engineering problem is preserving structure and evidence…

A multilingual service desk is a useful test of whether an AI application really works. A caller asks a question in Spanish, mentions a product code in English, and describes a delivery problem. The system must recognize the speech, identify the product, understand the complaint, consult a controlled knowledge source, produce a reliable response, and perhaps speak the answer aloud. Each step has a different failure mode. A flawless transcript can still lead to a wrong customer record; a good answer can become unusable through mistranslation or slow audio generation….

A business adopts cloud collaboration, then discovers that every department uses “security” to mean something different. Operations wants service…

An engineering team launches an internal assistant that reads cloud documents, summarizes alerts and invokes deployment workflows. Its infrastructure passes…

A research group shares a dataset across departments for an approved project. One participant later uploads a copy to an unapproved external service, while…

A legal team issues a preservation request just as the IT department plans to delete old employee accounts and clean up collaboration sites. At the same…

A contractor receives temporary access to a finance application. Months after the project ends, the account still belongs to a privileged group because no…

A security operations center receives an alert about a suspicious sign-in, another about endpoint malware and a third about data sent to an unfamiliar…

An organization has bought endpoint protection, identity monitoring and cloud security tools, yet a ransomware incident still spread from a compromised…

A human resources team wants a simple system to track equipment returned when employees leave. One manager asks for a Power App, another proposes an…

An insurer wants one Power Platform solution for onboarding, underwriting, policy changes and customer communications. Business leaders agree on the…

A claims processor copies information from a legacy desktop application into a newer case-management system. A recorded automation performs the task…

A manufacturer customizes a Power Platform application to approve purchasing exceptions. The first release works until another team adds a new business rule…

Sales managers report that revenue rose twelve percent, but finance sees a smaller increase and operations says order volume has fallen. All three reports…

A customer service team replaces its email-based intake process with a Power Apps solution. The first demonstration looks promising, but duplicate contacts,…