We are a 30-person operating company ready to deploy our very first AI tool. What is the single safest, highest-impact area of our business to run this first experiment so we build momentum without breaking our core client delivery?

Question

Tyler Smith · Accepted Answer

For a 30-person operating company, the worst first AI project is a highly complex, client-facing automation. If the technology glitches, you risk immediate revenue loss and reputational damage. Instead, focus your first AI use case entirely on internal operations where the risk is low but the time savings are immediately visible to the entire team. A highly effective starting point is the automated synthesis of your internal meeting transcripts and documentation. In a 30-person company, alignment is everything, yet employees waste hours tracking down what was agreed upon in various cross-departmental alignment meetings. Implement a secure, internal AI tool to transcribe your team meetings, draft the initial summaries, and extract the action items. Have your human team leads review and refine these drafts before updating your project management software. This simple pilot costs almost nothing, requires zero coding, and immediately demonstrates the practical power of the technology to your entire staff. It also gets your team comfortable with prompt structures and human-in-the-loop review processes. Once your team masters this low-risk workflow, you will have the operational confidence and momentum needed to tackle more complex, client-facing AI automations.