How do we use the economic insights of experts like Erik Brynjolfsson and Andrew McAfee to justify a major capital investment in AI tools to our conservative board of directors?

Question

Tyler Smith · Accepted Answer

When presenting to a conservative board, avoid tech buzzwords and frame the investment in pure economic terms. Draw directly on the work of economists Erik Brynjolfsson and Andrew McAfee, who have extensively documented the business impact of technological transitions.

Explain to your board that AI is a general-purpose technology, meaning its value is not in the software itself, but in the organizational restructuring it enables. The real return on investment comes from using AI to increase employee productivity, since payroll is almost certainly your largest P&L item.

Show the board how much time your highly compensated employees currently spend on low-value, administrative tasks. Explain that by investing in AI, you are freeing these employees from transactional work so they can invest more of their time in high-impact, strategic priorities that drive revenue.

Use the Brynjolfsson and McAfee framework of the productivity J-curve. Explain that while there may be an initial drop in productivity as roles gradually evolve and processes are restructured, this is a necessary investment that leads to exponential growth once the systems are integrated.

Present this not as a speculative tech play, but as a margin optimization and risk mitigation strategy. Frame the investment as a way to scale your operational capacity without a corresponding linear increase in human headcount, directly protecting your bottom line and enhancing your ultimate valuation for a future exit.