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Sustainability intelligence, made practical.
Thought leadership, customer stories, and original research from the team building the AI engine for sustainability.
AI playbook for portfolio monitoring and stewardship
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AI playbook for portfolio monitoring & stewardship
Learn how to move from manual review to scalable, decision-ready sustainability intelligence. Download the AI playbook now Work at portfolio scale — without losing rigor. Sustainable investment and stewardship teams are under pressure. You’re expected to monitor hundreds of companies, assess disclosure quality, identify emerging risks, and prioritize engagement — all with limited time and […]
How ESG professionals should be using AI
In 2026, most knowledge workers are using AI in some capacity, but sustainability professionals were among some of the earliest adopters. With the sheer quantity of ESG data and the speed at which trends, expectations, and regulations change, it’s clear that trying to keep on top of everything manually simply won’t work. But the way […]
How is Manifest Climate different from ChatGPT?
We’re often asked what makes Manifest Climate better than other AI tools on the market, like ChatGPT, Claude, or Microsoft Copilot. Here’s our explanation. Firstly, what is Manifest Climate? Manifest Climate is an AI-based sustainability intelligence platform that helps financial institutions and consultants conduct rigorous ESG analyses at scale. Manifest Climate is an AI tool […]
The power of AI for ESG consulting: How to scale advisory work without adding headcount
ESG consulting is getting harder ESG advisory work now sits much closer to core business decisions than it did even a few years ago. Sustainability insights increasingly inform capital allocation, risk management decisions, and long-term business strategy. Clients are demanding far more from their ESG consultants (often on a smaller budget than before). At the […]
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 with a hard truth: ESG data is essential for investment decisions and stewardship, but sustainability reporting is inconsistent, fragmented, and time-consuming to analyze manually. If assessing via a custom framework, […]
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 of AI for their work. When we speak with ESG teams, many are actively using general-purpose tools like Claude and ChatGPT for everyday tasks and have found them genuinely helpful. […]
In 2026, sustainability is entering a new era
By Laura Zizzo, Founder & Chief Strategy Officer at Manifest Climate In 2007, when I graduated from law school, sustainability was still a niche pursuit for most of the corporate world. There were a few companies going all-in on corporate social responsibility (Ben & Jerry’s, Patagonia), but it was hardly widespread. As a new graduate […]
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 and political headwinds, many sustainability budgets have shrunk, meaning external consultants are often expected to do more with less. As AI becomes more sophisticated, many consultants are facing mandates from […]
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 ESG performance. Banks, insurers, and asset managers are expected to divest from high-risk sectors, offer ESG-positive financial products, and back up every sustainability claim with defensible evidence. But making sense […]
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