ICMA Webinar: AI for Debt Capital Markets
This free 60-min webinar was designed to give market participants a fast, practical taste of how AI already works and could work in DCM, then demonstrate different opportunities from quick wins to governed production.
The webinar, delivered by Michael Dowling, was delivered in three short sections, with an opportunity for Q&A at the end.
Part 1: Tighter guidance and smarter targeting in the primary market
Explore how the use of a transparent ML setup using existing data can reduce new‑issue concession while making sales activity more efficient.
Part 2: Making the messy middle disappear
A look at unstructured‑to‑structured document automation, demonstrating the efficiency of AI Vision models which can compress document review from hours to minutes.
Part 3: From demo to defensible production
A walk through an Implementation Strategy Canvas featuring a dashboard with feature logs, bias and drift checks, and an override trail to demonstrate how responsible AI accelerates approval when methodology and controls are surfaced up front.
This webinar was designed to be interactive. The speaker responded to questions from the audience.