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Yes. A well-designed internal AI assistant can ask follow-up questions before giving an answer when the employee’s request is unclear, incomplete or could refer to several procedures. In many cases, asking one precise question is safer than confidently retrieving the...
Yes. Microsoft Copilot Studio supports Excel workbooks as knowledge sources, so an internal AI assistant can retrieve information from spreadsheets stored in approved locations. Results are most dependable when the workbook contains simple tables with clear headers...
A small business wants employees to ask questions such as: “Which expense policy applies to me?” “What is the current process for approving a customer refund?” “Where is the latest safety procedure?” The company connects an AI assistant to SharePoint and expects...
Employees already spend much of their day inside Microsoft Teams. They receive messages, join meetings, share files and coordinate work there. But when they need an approved policy, current procedure or answer to an operational question, they often leave Teams and...
A business connects Copilot Studio to SharePoint and expects employees to receive accurate answers. Instead, the agent retrieves an outdated procedure, cites a draft policy and combines information from two conflicting documents. Employees quickly stop trusting it....
A business connects Copilot Studio to SharePoint and launches an internal knowledge assistant. An employee asks for the current customer refund procedure. The agent returns an answer from a draft document that was never approved. Another employee asks about purchasing...
Yes. An internal AI assistant can ask clarifying questions before answering, and it should do so whenever the employee’s request could refer to different locations, roles, customers, policies or situations. However, generative AI does not reliably recognize every...
A company builds one SharePoint site for internal knowledge and connects Copilot Studio to it. At first, the structure seems simple. Employees can find policies, procedures and forms in one place. Then problems appear. A general employee can see the title of a payroll...
An internal AI assistant can tell authorized employees which Microsoft Planner tasks are overdue, assigned to them or approaching a deadline—but only through a configured connector or workflow that retrieves current Planner data. Planner should remain the system of...
A company builds a Copilot Studio agent and connects it to SharePoint. The agent can now search hundreds of files, which sounds useful until it starts answering from draft procedures, outdated policies, duplicate documents and material that was never intended for...
A company builds a polished Copilot Studio agent, connects it to SharePoint and demonstrates it to leadership. The agent answers five prepared questions correctly. Everyone approves the launch. The next day, an employee asks the same question using different wording...
An internal AI assistant can tell authorized employees who is scheduled to work today when it retrieves current data from Microsoft Teams Shifts through a secured connector or workflow. It should not answer from an exported spreadsheet, an old posted schedule or a...
A small business may already store its policies, procedures, training files and operational documents in SharePoint. That does not mean employees can find the right answer. One person searches the wrong site. Another opens an outdated file. A manager knows the correct...
A small business wants employees to ask Maisy about policies, procedures, customers, finances and operations. The first security question is whether every employee should receive the same answer. They should not. Maisy works with Microsoft 365 identity, SharePoint...
A company launches Maisy with clean SharePoint libraries and approved procedures. Six months later, a policy changes, a form is replaced and a procedure still points to an old system. The assistant still works, but some sources are stale. The problem is maintenance....
An internal AI assistant can help employees identify why a Power Automate flow failed when it has controlled access to the flow's current run history, error details and approved troubleshooting guidance. It can summarize the failed step, translate technical messages...
Sustainability reporting creates a familiar knowledge problem. Organizations collect large amounts of environmental data, publish annual sustainability reports, maintain internal ESG documentation, and track metrics such as greenhouse gas emissions and...
Employee benefits generate the same questions over and over. When does my health insurance start? Does our plan cover dependents? How much PTO do I receive? What is the company’s retirement contribution? Where do I find the enrollment form? Who do I contact if I have...
Most business websites already answer a lot of customer questions. The problem is that visitors still have to find the right page. They click through menus, scan service pages, open FAQs, search the site, and sometimes give up. If they cannot find the answer quickly,...
Business travel creates a surprisingly large number of routine questions. Do I need a visa? Are there health advisories? Where is the nearest U.S. consulate? What travel documents are required? What should I do during an emergency? Employees often search several...
IT departments spend a lot of time answering problems that have already been solved. How do I connect to the VPN? Why can’t I access this SharePoint site? How do I install approved software? Where are the printer instructions? What do I do if Outlook stops syncing?...
Financial organizations rarely suffer from a lack of information. The problem is finding the right information quickly enough to use it. Financial reports, regulatory filings, research documents, market information, internal analysis, policies, and client materials...
Public-facing organizations answer an enormous number of routine questions. Where do I apply? What documents do I need? Is this office open? How do I report a problem? Which program applies to me? What happens next? The answers often already exist somewhere on a...
Small businesses do not usually have a shortage of requests. They have a shortage of ways to track them. Someone needs a new laptop. A manager wants a contract reviewed. Marketing needs a website change. Facilities receives a repair request. Finance needs an approval....