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AI playbook for portfolio monitoring & stewardship

Struggling to monitor risk at portfolio scale? This playbook shows how to reduce manual review, strengthen oversight, and prioritize engagement with AI.

AI for sustainability: How asset managers analyze sustainability reports at scale

Leading asset managers are adopting AI to analyze sustainability disclosures at scale. For several years now, asset managers have been looking for workarounds that deal…

The difference between ChatGPT and specialist sustainability AI tools

By Ryan Meyers, Chief AI Officer at Manifest Climate Most ESG professionals, including ESG teams at financial institutions and ESG consultants, have discovered the potential…

In 2026, sustainability is entering a new era

By Laura Zizzo, Founder & Chief Sustainability Officer at Manifest Climate In 2007, when I graduated from law school, sustainability was still a niche pursuit…

12 Best AI tools for ESG consultants

Sustainability consulting is a rapidly evolving discipline. Client needs are becoming more complex and disclosure expectations keep expanding. At the same time, given current economic…

3 ways AI powers smarter decisions in sustainable investing

Today, sustainable investing is a core expectation for financial institutions. Clients, shareholders, and regulators are all demanding more rigor—less greenwashing, more credible data, and stronger…

The complete ESG automation roadmap for advisory firms

Manual ESG processes such as spreadsheets, email chains, and late-night data consolidation are holding advisory firms back at a moment when clients demand more. Most…