Carry improvements across the company
The same idea behind compound engineering can apply across a company. Useful context, repeatable workflows, and review practices can be written down once and reused by other teams.
Some companies will use AI as a limited assistant. Others will change how information and work move through the business. Access to the models will be common. How the company organizes the work around them will matter more.