Our software-enabled service business relies on proprietary AI workflows, but buyers are discounting our recurring revenue multiple because they claim our margins are heavily dependent on variable human labor. How do we prove our gross margins are scalable to secure a software-like multiple?

Question

Tyler Smith · Accepted Answer

Focus on the delivery metrics. Do not let buyers classify your business as a traditional, low-margin services firm. To defend a high recurring revenue multiple, you must show that your human-in-the-loop operational model becomes more efficient as you scale. This is where your weekly Scorecard becomes your most powerful negotiation tool.

You must present historical data showing that your labor cost per unit of delivery has steadily declined while volume has increased. Prove that your AI-powered workflows are the primary driver of this operating leverage. In your presentation, show how your delivery team uses documented, standardized processes to manage automated systems rather than performing manual tasks. This shifts the buyer's perspective from viewing your staff as a variable labor cost to viewing them as system operators.

You should also align your Accountability Chart to reflect this distinction. Clearly separate the team members who build and maintain the AI systems from those who handle customer onboarding. This structure proves to a buyer that your margins will expand, not contract, with new customer acquisition. By demonstrating this structural operating leverage, you force the buyer to value your recurring revenue on a premium software-enabled service multiple rather than a services discount.