Why AI Deployments Are Failing
Financial institutions are investing in copilots, generative AI, and increasingly autonomous agents, but many initiatives stall between proof of concept and measurable business value. The hardest problems are rarely the model alone: data and integration, security and governance, ownership, adoption, operating model, and the ability to prove value all determine whether an AI initiative scales.
Immediately after the ISMG FinServ Cybersecurity USA Summit in Times Square, Singulr and SnowCap Technologies are bringing a small group of financial-services leaders together for a candid conversation about where AI deployments actually break, and what has to change to get them safely into production.
This is not a product presentation. The discussion is designed around peer experience: what stalled, what created risk, what unlocked deployment, who ultimately owned the outcome, and how organizations are balancing speed, control, and measurable value.
Discussion themes:
Is the problem important enough to justify workflow change and scale?
What breaks when pilots meet enterprise data, permissions, and production systems?
How do security, privacy, legal, and regulatory requirements become design inputs rather than late-stage blockers?
Who owns AI after the pilot: technology, security, data, risk, or the business?
What evidence shows an AI deployment is actually working and worth expanding?
Why Attend?
Compare deployment lessons with peers from banking, asset management, market infrastructure, and financial technology. Leave with a sharper diagnostic for identifying where an AI initiative is likely to fail before more budget, time, and organizational credibility are committed.
Panelists:
Nikki Rutman - Managing Partner, Sentinel
Dr. Sara Rabinovitch - Clinical Psychologist, Pacific Mindful Wellbeing
Matthew Webster - CISO, Cyvergence
Singulr is the AI control platform built for the agentic era, helping enterprises govern, secure, and prove the value of AI systems from procurement through production. We Put You In Control Of AI™
SnowCap Technologies is a managed services and cybersecurity provider serving enterprise clients across the Northeast, helping organizations modernize infrastructure and adopt emerging technology securely.