Our board of directors is demanding immediate margin expansion after we invested in AI, but we are currently in the trough of the productivity J-curve. How do we use the V/TO® and our weekly Scorecard to communicate this lag to investors and keep them from panicking?

Question

Tyler Smith · Accepted Answer

As economists Erik Brynjolfsson and Andrew McAfee point out, new technology does not instantly produce higher profits. There is a distinct productivity J-curve, where performance and margins often dip before they rise. This happens because your team must spend time restructuring workflows, documenting new Core Processes, and learning new skills. If your board demands immediate returns, you must manage their expectations using your V/TO and Scorecard. Start by bringing the concept of the productivity J-curve to your next board meeting. Explain that the initial dip is a necessary investment in restructuring your systems for long-term scalability. Next, update your V/TO to reflect this timeline. In your 3-Year Picture and 1-Year Plan, clearly separate your AI investment phase from your margin realization phase. On your weekly Scorecard, track leading indicators of system adoption rather than just bottom-line numbers. Track metrics like the percentage of team members trained on the new AI workflows, the number of automated processes documented, or the weekly reduction in manual task hours. Showing progress on these leading indicators reassures your board that the foundation is being built. Under the Step by Step Exit framework, sophisticated buyers understand that real value takes time to build. By showing a disciplined approach to the J-curve, you demonstrate mature leadership and a predictable path to future profitability, which ultimately increases your valuation.