Speaking

Selected keynotes, panels, and workshops on enterprise AI.

A sample of the topics Shuchi has delivered to boards, executives, and technical audiences on agentic AI, AI governance, financial services AI, AI operating models, and the future of work.

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Selected appearances

Featured speakerAtlanta, GA

CDO Magazine Inaugural Atlanta Leadership Summit

Meet the visionaries speaking at CDO Magazine's inaugural Atlanta leadership summit.

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Panel / podcastYouTube

AI Leading to Budget Crisis

Panel discussion on how unchecked AI spending can create enterprise budget crises and what leaders can do about it.

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Topics

Agentic AI in the Enterprise

How multi-agent systems move from demo to durable capability inside regulated organizations, with guardrails, observability, and human-in-the-loop.

Audience
Boards, CIOs, CTOs, CAIOs, senior technology leaders
Length
30 / 45 / 60 min keynote · half-day workshop

Learning objectives

  • -Understand what agentic AI actually changes in the operating model
  • -See reference architectures used in production financial services
  • -Design guardrails and observability that scale with risk
Sample slides · video on request

AI Governance & Responsible Innovation

A pragmatic operating model for AI risk: model registry, evaluation harnesses, review boards, and controls that move at the speed of the business.

Audience
Board directors, CROs, CIOs, CAIOs, regulators
Length
30 / 45 min keynote · panel · executive briefing

Learning objectives

  • -Establish risk tiers and a defensible AI governance model
  • -Balance velocity with control across the AI lifecycle
  • -Prepare for evolving global AI regulation
Sample slides · video on request

Building Enterprise AI Platforms

Composable AI systems, data products, and platform patterns that make AI reusable, safe, and shippable across dozens of teams.

Audience
Enterprise architects, platform leaders, engineering executives
Length
45 / 60 min keynote · workshop

Learning objectives

  • -Design the platform primitives that unlock AI velocity
  • -Move from projects to products to durable capability
  • -Avoid the common failure modes of enterprise AI programs
Sample slides · video on request

Financial Services AI

AI in capital markets, banking, and risk - where the money is, where the constraints are, and where agentic systems create genuine leverage.

Audience
Financial services executives, quants, ops leaders
Length
30 / 45 min keynote · fireside · panel

Learning objectives

  • -Map high-value AI use cases across the trading and banking stack
  • -Understand the regulatory posture that shapes what's possible
  • -See case studies from tier-1 institutions
Sample slides · video on request

Decision Intelligence & Observability

Beyond dashboards: how decision intelligence and decision observability turn AI outputs into accountable business decisions.

Audience
Data and AI leaders, product executives
Length
30 / 45 min keynote

Learning objectives

  • -Frame AI as a decision system, not a prediction system
  • -Instrument the decision layer for continuous learning
  • -Align AI investment with decision quality, not model metrics
Sample slides · video on request

AI Operating Models & Commercialization

A CAIO playbook: how to structure teams, funding, and delivery so AI moves from experiments into commercialized capability.

Audience
CEOs, CAIOs, CIOs, transformation leaders
Length
45 min keynote · executive workshop

Learning objectives

  • -Design an AI operating model matched to the business
  • -Move investment from PoC theater to commercialized value
  • -Build the executive muscle for continuous AI transformation
Sample slides · video on request