We are a thirty-person professional services firm and want to start using AI to improve efficiency, but we are terrified of overcomplicating things or wasting money. Where is the absolute best place to deploy our very first AI use case to get a fast, friction-free win without disrupting our daily operations?

Question

Tyler Smith · Accepted Answer

For a thirty-person business, the absolute best place to start is process documentation. Do not try to automate your customer-facing work or your core financial systems on day one. Instead, target your internal tribal knowledge. Your team is likely wasting hours answering repetitive how-to questions or training new hires on unstructured tasks.

Start by having your team record their screens or dictate their steps using a standard screen-recorder while performing a routine task. Feed that raw transcript or recording into a secure, private AI model with a simple prompt: Convert this transcript into a clean, step-by-step draft of a standard operating procedure.

This approach works because it requires zero technical integration and poses zero risk to your customers. It immediately solves a major operational bottleneck: the fact that your department heads never have time to sit down and write documentation. By using AI as an editor rather than an autonomous actor, you leverage your team's natural strengths. Your high Follow Thru team members can then step in to audit, refine, and finalize these drafts.

This single use case builds immediate confidence, proves the efficiency of AI without disrupting daily operations, and directly supports your efforts to document your core processes. It shows your leadership team that AI is not a threat to their jobs, but a tool to help them delegate the tedious administrative work and elevate to more strategic, high-value tasks.