How Can Financial Institutions Ground LLMs for Real Operational Use?
June 1, 2026An illustration of how probabilistic AI can be grounded inside deterministic financial operations
Distinctive Insights has launched a new industry survey examining how artificial intelligence capabilities are beginning to reshape operational workflows within derivatives and securities market infrastructure environments.
The survey focuses on post-trade processing, settlement coordination, collateral management, transaction lifecycle monitoring, exception handling and cross-platform operational orchestration, with particular attention to how Machine Learning, Generative AI and agentic workflow capabilities may evolve across infrastructure operations.
Who is this survey for?
Survey link:
https://form.typeform.com/to/PTc53oLQ
Responses are published on a strictly aggregate basis. No individual or organisational response will be identified or identifiable in any output.
A detailed findings report will be made available to all survey participants and to Distinctive Insights subscribers. A summary will be made more broadly available.
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An illustration of how probabilistic AI can be grounded inside deterministic financial operations