AI Execution Gap
The distance between recognizing that AI value comes from the organization and redesigning the organization to capture it: the gap where most AI programs stall.
Glossary
Short, canonical definitions of the technology and private-equity terms CCA works in. Each one answers the question a buyer, GP, or portco executive would ask, then points to the framework and engagement behind it.
The distance between recognizing that AI value comes from the organization and redesigning the organization to capture it: the gap where most AI programs stall.
The controls and accountability that let a company use AI safely and defensibly. In a PE-backed company, it also gives a buyer's diligence team a record of what AI runs and who approved it.
A portfolio company's roadmap for turning AI into measurable EBITDA and multiple impact during the hold period.
A senior technology executive who leads a portfolio company's engineering and strategy part-time, giving the company senior judgment without a full-time hire.
A technology assessment run before going to market, so the findings a buyer would raise are known and addressed before the process starts.
Technical debt measured as a financial figure: the capital to fix it, the cost to EBITDA, and the limit it places on the exit multiple.
The pre-close assessment of a target's software, architecture, team, and data, with the findings priced into the deal before it closes.