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 answering the question a buyer, GP, or portco executive would actually ask, then pointing 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 PE, it protects enterprise value.
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: judgment without a full-time hire.
A technology assessment run before going to market, so the tech story supports the valuation instead of eroding it mid-process.
A financial figure, not an engineering complaint: the capital to fix it, the drag on EBITDA, the ceiling on the multiple.
The pre-close assessment of a target's software, architecture, team, and data: priced into the deal, not filed after it.