Business analysts are translators. They convert business needs into technical requirements, and technical outputs into business language. AI handles the documentation overhead.
Requirements documentation. Give Claude the business need in plain language, the stakeholder who owns it, the systems involved, and any constraints. It produces a structured requirements document with user stories, acceptance criteria, assumptions, and out-of-scope items. First draft in 20 minutes versus 90 minutes.
Process flow documentation. Describe a current-state or future-state process in plain language. Claude organizes it into a structured process narrative with decision points, actors, inputs, outputs, and exceptions.
Gap analysis documentation. Give Claude the current-state description and the target state. Ask it to document the gap: what changes are needed, by whom, in which system, and in what sequence.
Stakeholder communications. Translating technical findings for business stakeholders and business requirements for technical teams is a core BA function. Claude handles both translations well.
For requirements documents: "Create a requirements document for the following business need: [describe]. Business owner: [name/role]. Systems involved: [list]. Key constraints: [list]. Format as: Executive Summary, Business Requirements (user story format), Functional Requirements, Non-Functional Requirements, Assumptions, Out of Scope, Open Questions."
For process documentation: "Document the following process as a structured narrative. I will describe it in plain language; you organize it into: Process Name, Purpose, Trigger, Actors and Roles, Step-by-Step Flow, Decision Points, Exceptions, and Outputs. Here is the process: [describe]."
Time savings: Requirements documents: 2-3 hours to 45-60 minutes. Process documentation: 2 hours to 45 minutes. Gap analysis: 3-4 hours to 60-90 minutes.
Requirements documents generated by AI will have plausible-sounding acceptance criteria that have not been validated with the actual business owner. The format will be right; the content may miss critical nuances about edge cases that only come from deep stakeholder conversations.
Stakeholder communications need tone calibration. Claude defaults to professional and diplomatic. If your organization has a specific culture around directness, you will need to edit the tone explicitly.