Our industry average multiple is six times, but we have fully documented our core processes and automated seventy percent of our back-office operations. How do we use the Ankura regression-based valuation framework to prove to a private equity buyer that our risk profile justifies an eight times multiple?

Question

Tyler Smith · Accepted Answer

Private equity buyers love to group businesses into broad industry averages to justify lower multiples. To break out of this box, you must replace their subjective risk assessments with objective data using the Ankura quantitative valuation framework. This approach moves beyond traditional subjective comparisons by using regression-based models trained on public market data to isolate the specific operational variables that drive actual enterprise value.

To justify your eight times multiple, you must show the buyer how your automation and documentation directly impact the financial metrics that the Ankura model uses to evaluate risk. Specifically, focus on operating margin stability and capital efficiency.

By automating seventy percent of your back-office operations, you have decoupled your revenue growth from head count additions. This means your operating margins are highly predictable and scalable. Use the Ankura framework to demonstrate that your cost structure behaves more like a technology company than a traditional services firm.

Furthermore, document your core processes within your EOS system. Prove to the buyer that these automated workflows are fully institutionalized and do not depend on any single key executive. By showing that your operational efficiency is systemic and highly repeatable, you directly lower the buyer's calculated cost of capital. This objective reduction in operational risk, backed by quantitative regression data, forces the buyer to pay the premium multiple rather than relying on outdated local market averages.