Will Goodwin is the Co-founder & Head of US Sales at Tumelo. This post is based on his Tumelo report.
This post is adapted from the Tumelo white paper, “AI in stewardship: a strategic framework for asset managers”. It argues that AI is reshaping the stewardship function just as the proxy-advisory duopoly comes under regulatory pressure. Written by co-founder Will Goodwin, it sets out how the firms that build the right infrastructure now — and connect AI to it the right way — will run functions that are cheaper, faster, more bespoke, and deliver better outcomes for clients.
Introduction
Every industry is currently working out what AI means for it.
Stewardship is more exposed than most. The function is under increased operating pressure from several directions at once — complex ballot issues, expanding regulatory disclosure, RFPs and client-reporting work absorbing senior analyst time. On top of that, there’s a structural shift on the supply side: the proxy advisors that most asset managers have relied on are now under serious regulatory scrutiny — and for the first time, credible alternatives are emerging.


Comment Letter on the SEC’s Proposal to Replace Quarterly Reporting with Semiannual Reporting
More from: Sarah Keohane Williamson, FCLTGlobal
Sarah Keohane Williamson is the CEO of FCLTGlobal. This post is based on her SEC comment letter.
FCLTGlobal respectfully submits this comment in response to the Securities and Exchange Commission’s proposed rule amendments that would permit public companies to elect semiannual reporting in lieu of quarterly reporting (Release No. 33-11414, File No. S7-2026-15).
FCLTGlobal is a nonprofit research organization whose mission is to mobilize companies and investors to focus capital on the long term. Our membership spans asset owners, asset managers, and corporations domiciled in countries around the world that support a longer-term framing in corporate and investment decision-making
This proposal is a meaningful step toward reducing structural short-termism in U.S. public capital markets — a problem FCLTGlobal has studied and documented over more than a decade. We offer the comments below to both affirm the proposal’s direction and to identify several considerations.
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