The Digest’s 2026 Multi-Slide Guide to AI-Assisted MRV 

While AI-assisted MRV crucially relieves verification capacity bottlenecks by automating evidence collection, mass-balance accounting, and LCA calculations, it outpaces current regulatory and liability frameworks. Current standards like ISO 14065 mandate that accredited human verifiers retain ultimate accountability, meaning AI reduces effort but not responsibility. Because liability allocation for AI errors remains unresolved and professional indemnity insurance is unclear, accredited verifiers face significant unpriced risks. Furthermore, inconsistent regulatory acceptance forces operators to maintain costly dual verification systems.

Category: Multi-Slide Guides