Professional services firms bill at $150–$500 per hour for senior time. Every hour those seniors spend on admin, formatting, research synthesis, and client communication prep is a margin leak. AI reclaims those hours - not to replace professional judgment, but to make the administrative burden around it disappear.
Professional services firms typically recover 6–12 non-billable hours per professional per week through AI. The highest-value targets: proposal drafting, engagement documentation, client reporting, research synthesis, and business development outreach. A $1,500 audit identifies exactly where to start.
The ROI case for AI in professional services is unusually clear because the cost of senior time is explicit. A simple example:
Even at a fraction of this conversion rate, the ROI on a $1,500 audit is measured in weeks, not years.