Unpacking the Opportunity and Flagging Challenges - How AI is Strengthening Integrity and Quality across Carbon Markets

​Artificial intelligence is already reshaping how the carbon market measures, monitors, verifies, and communicates, and the pace of change will only accelerate in the months ahead. The question is not whether the market will integrate AI, but whether it will do so thoughtfully, equitably, and in ways that strengthen rather than undermine its integrity and environmental impact. AI is not an uncomplicated good: concerns about algorithmic opacity, data sovereignty, environmental footprint, and equity — particularly for communities in the Global South whose lands and livelihoods underpin many carbon projects — are legitimate and must be engaged seriously.

​This session is the first in a series of VCM+ Coalition conversations on AI and carbon markets, continuing through New York Climate Week and COP. Together, members will demystify what AI can do to strengthen carbon market integrity, surface early innovators and emerging trends, and take stock of the governance and safeguard challenges that come with rapid adoption. The goal is to leave with a clearer sense of where momentum is already building and where the Coalition should focus its engagement over the year ahead.