In the latest feature for PitchBook News, experts across private equity argue that 2026 is the year of “necessity and survival” for artificial intelligence in the industry.

While many firms remain in the early stages of exploration, Anush Newman, CEO and founder at JMAN Group, highlights the urgent need for GPs to move beyond concept and into consistent, value-driven execution. From supporting portfolio companies to securing future reinvestments from LPs, this article outlines the essential roadmap for the year ahead.

Key learning outcomes:

• Portfolio foundations: Why GPs must be more insistent and consistent in helping portfolio companies lay the groundwork for data and AI.
• The cost of inaction: Understanding why delaying AI investment will erode firm value much faster than the upfront cost of experimentation.
• LP expectations: How transparency, speed and accuracy in data reporting are becoming as critical as financial returns for modern allocators.

To read the full article, click below.