Insights

Tumelo publishes white paper on AI in stewardship

Written by Tumelo PR | Jun 30, 2026 1:09:17 PM

AI is transforming how asset managers run stewardship. 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.

We've published a new white paper that maps out how to get there: AI in stewardship: a strategic framework for asset managers

We firmly believe there is huge upside to how AI will transform the lives of stewardship teams. In the white paper we cover:

  • Why the proxy-advisory model is under pressure, and why that presents an opportunity for asset managers.

  • The core idea: build your stewardship infrastructure once, and let a central LLM generate the outputs — reports, RFP responses, regulatory submissions — on demand.

  • What this delivers in practice: voting-policy refinements in afternoons not months, and RFP answers in minutes not days.