Identify benefits, capabilities, and opportunities for Microsoft's AI apps and services

A finance operations team regularly receives raw CSV exports from multiple regional sales systems. They need Microsoft 365 Copilot to combine these files, run calculations, identify revenue trends across quarters, and produce a clear data-driven summary with charts. They want the tool to actually process the data programmatically rather than just retrieve documents or browse the web. Which Microsoft 365 Copilot agent should the team use?

A regional sales director uploads three quarters of raw sales data as CSV files to Microsoft 365 Copilot and asks for revenue trends, correlations between discount levels and deal size, and a chart summarizing the findings. The director needs the analysis performed directly on the uploaded numeric data with reproducible calculations. Which capability should the director use?

A retail company is building a customer-support chatbot on Microsoft Foundry. The support content lives in thousands of PDF manuals and internal wiki pages. The team wants the chatbot's generative model to return answers grounded in this content, with the ability to retrieve the most semantically relevant passages at query time. Which Foundry-related service should the team use to index and retrieve this content for grounding?

A retail company is building a RAG-based product support assistant on Microsoft Foundry. During testing, users report that keyword searches return technically relevant documents but often miss articles that describe the same problem using different wording (e.g., 'device won't power on' vs. 'unit fails to boot'). The team wants the retrieval layer in Azure AI Search to match on meaning rather than exact terms. Which Azure AI Search capability should they enable to address this?

A logistics company receives thousands of scanned paper delivery receipts and photographed shipping labels each day. They want to automatically detect text, read printed and handwritten content, and identify objects within these images to feed structured data into their tracking system. The team wants a prebuilt capability within Microsoft Foundry rather than training a custom model from scratch. Which Foundry Tools capability best fits this need?

A logistics company already uses Microsoft 365 Copilot broadly. Their employees want Copilot to answer questions using real-time shipment status data that lives in a proprietary internal tracking system with a REST API. The company does not want to build a standalone chatbot; they want the answers to surface directly within the existing Microsoft 365 Copilot experience. Which approach best fits this need?

A financial analyst at a mid-sized manufacturing company spends hours each week analyzing quarterly sales data stored in large Excel workbooks. She wants to use Microsoft 365 Copilot to surface trends, generate formula-based calculations, and create summary charts directly within the spreadsheet she is working in. Which Copilot experience best matches this need?

A retail company has 200 store associates who need occasional access to a secure AI chat assistant for general web-grounded questions (product trends, drafting customer emails), but they do NOT work in Word, Excel, or Outlook and have no organizational documents to reference. Separately, 50 corporate staff need AI assistance that reasons over internal SharePoint files, Teams chats, and mailboxes directly inside their Office apps. Which combination best meets both needs while controlling cost?

A sales director spends the first hour of every workday manually reading through dozens of overnight emails, deciding which require urgent responses and drafting replies to the most important ones. She has a Microsoft 365 Copilot license and wants to reduce this triage time without leaving her email client. Which Microsoft 365 Copilot capability within Outlook is the best fit for this business process?

A logistics company wants to build a conversational agent that lets warehouse staff check inventory and, when stock is low, automatically trigger a reorder by calling the company's existing procurement REST API. The team wants a low-code environment where non-developers can design the conversation flow and connect the API call. Which Microsoft capability best fits this requirement?

A marketing team already has Microsoft 365 Copilot licenses. They want a lightweight, purpose-built agent that surfaces answers from their SharePoint campaign guidelines and a specific set of Word playbooks directly inside the Microsoft 365 Copilot chat experience. They have no developers and want the simplest way to create and share it with the team. Which approach best fits this need?

A retail marketing team wants a Copilot Studio agent that generates draft promotional images from text descriptions supplied by campaign managers, then places the approved images into a shared content library. The AI Transformation Leader must confirm which underlying Microsoft capability the agent should invoke to produce the images. Which capability best fits this requirement?

A retail company built a customer-service agent in Microsoft Copilot Studio to answer product questions. Leadership now wants the same agent available to customers on the company's public website, inside a mobile app, and to internal staff through Microsoft Teams — all without rebuilding the agent's logic for each surface. Which Copilot Studio capability best meets this requirement?

A retail company has deployed several custom agents built with Microsoft Copilot Studio to handle customer inquiries. The operations leader wants to understand which topics customers ask about most, how often the agent successfully resolves questions without escalation, and where users abandon conversations, so the team can improve the agent over time. Which built-in Copilot Studio capability should the team use to gather this information?

A retail company has built a custom customer-service agent in Microsoft Copilot Studio. The agent already answers general questions well, but leadership wants it to also look up live order status from the company's proprietary order-management system, which exposes a documented REST API. The team wants the fastest supported way to enable this within Copilot Studio without writing a full custom application. What should they configure?

A financial services firm wants a Microsoft 365 Copilot experience that lets employees ask natural-language questions and receive answers grounded in the organization's SharePoint documents, Teams messages, and Outlook emails. The CIO wants to ensure that each user only sees results from content they already have permission to access, without building a separate permission model. Which capability of the integrated Microsoft AI solution delivers this benefit?

An HR department wants a conversational agent that employees can use inside Microsoft Teams to ask questions about internal leave policies, benefits enrollment, and to trigger an automated workflow that submits time-off requests to their existing HR system. The team has no professional developers and wants a low-code approach that lets business analysts build, customize, and publish the agent. Which Microsoft solution best fits this requirement?

A logistics company has already built several internal REST APIs exposed through a Model Context Protocol (MCP) server that returns real-time shipment tracking and warehouse inventory. The operations team wants to build a Copilot Studio agent that can call these existing tools without the maker having to manually recreate each API operation, authentication flow, and schema inside the agent. Which approach best meets this requirement?

A retail company is building a customer-service agent in Microsoft Copilot Studio. The support team wants the agent to handle a wide variety of unpredictable customer questions by dynamically combining multiple knowledge sources and actions at runtime, rather than the authors having to manually design and connect every conversational path in advance. Which Copilot Studio capability should the team enable to meet this requirement?

A retail company already uses Microsoft 365 Copilot across its organization. The customer service team wants a conversational agent that answers questions from an internal returns-policy SharePoint site and surfaces directly inside the Microsoft 365 Copilot Chat experience. The team has no professional developers, and IT wants the agent governed through the Microsoft 365 admin center without deploying separate hosting infrastructure. Which Microsoft tool should they use to build this agent?