AI-generated questions in legal cases add unnecessary costs, lawyer warns

AI-generated client question lists are inflating billable hours and turning focused legal consults into broad Q&A sessions, employment lawyer Sunira Chaudhri says. The trend could push lawyers to turn down cases as AI-driven queries expand scope and make it harder to identify who directs decisions.

Categorized in: AI News Legal
Published on: Aug 16, 2026
AI-generated questions in legal cases add unnecessary costs, lawyer warns

Legal professionals are seeing a new dynamic in client meetings: AI-generated question lists that expand scope, inflate billable hours, and turn what should be a focused consultation into a broad Q&A session. Employment lawyer Sunira Chaudhri says the trend is driving up legal costs and, in some cases, pushing lawyers toward turning down work.

Chaudhri, principal at Workly Law, describes the phenomenon as AI acting like "a verbose annoying family member that asks lots of broad, doomsday questions that often drain the energy from the room." She said clients increasingly arrive with laundry lists of AI-generated questions that they have not read or thought through, and the professional relationship starts off antagonistic: human versus bot.

Paying for answers you didn't ask for

The core problem is financial. When a client is paying for professional time, answering high-level AI questions that don't relate to their specific case expands the scope of representation. Meetings that used to wrap up in an hour can take double that to sort through and respond to.

Chaudhri is not against using AI to help formulate thoughts on a legal situation. But she draws a clear line: "If you intend to push across the table a list of questions you have not read or thought about, why are you paying to receive the answers?"

Her practice now is to book a call with clients who send AI-generated question lists. She asks them to identify what is actually on their mind and what problem needs solving. Fifteen minutes of conversation, she says, can do more than pages of generated queries.

For legal professionals, this trend has practical implications. Lawyers have a duty to respond to client queries, so AI-generated questions cannot simply be ignored. But the article suggests that legal teams should build processes to filter and prioritize client questions, especially where AI tools are used in AI for Legal workflows, rather than treating every generated question as a billable matter.

Capacity and instructions

There is also a question of who is driving the case. Chaudri says it is her job to ensure she receives clear instructions from her client, not from a chat tool. If clients forward AI musings without critically thinking about the path, impact, strategy, and costs, there could be serious consequences.

"In time, this could lead to professionals turning down cases - particularly if they cannot ascertain who (or what) is driving the decision making," she said.

She is moving away from email-only communication with clients, preferring real-time conversations to ensure that the person, not the bot, is thinking through the decisions. For legal support staff and paralegals, this shift means more emphasis on direct client interaction and less on document triage. An AI Learning Path for Paralegals can help support professionals understand where AI tools add value and where human judgment must take over.

Why this matters for legal professionals

For lawyers and legal support staff, the takeaway is practical: build a process for handling AI-generated client materials. Ask clients to identify which questions on their list matter, and use the first meeting to establish that the person, not the bot, is driving instructions. The longer clients delegate their thinking to AI, the more expensive their case becomes - and the harder it gets to determine what outcome they actually want.


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