Subodh KcSubodh KcAI Advisor
Discuss AI
Speaking

Talks on AI Decisions,
Systems & Leadership

Practical talks from building AI systems and driving programs at Fortune 50 scale. No buzzwords. Field-tested frameworks and real failure patterns.

Topics

What I Talk About

Talks span AI decisions, production systems, governance architecture, and program leadership. Each can be customized to your audience and objectives.

From Possibility to Decision

How to move from the excitement of AI possibilities to the decisions that actually deserve action. A framework for filtering signal from noise when everything seems possible.

Audience

C-suite, boards, executive teams

Format

Keynote (45-60 min)

Key Takeaways

A decision filter for AI opportunities
When to say no to a pilot
The cost of reversible vs irreversible AI decisions
Building organizational muscle for AI judgment

AI Decisions That Are Expensive to Reverse

Some AI decisions can be undone cheaply. Others create lock-in, compliance exposure, or operational dependency that is expensive to unwind. How to tell the difference before you commit.

Audience

Executives, technology leaders, risk officers

Format

Keynote (45-60 min) or Workshop (2-3 hours)

Key Takeaways

Reversibility as a decision criterion
Architecture choices that create lock-in
Governance decisions that are hard to undo
Vendor and model dependency analysis

Why AI Pilots Fail in Production

Systematic analysis of the architectural, organizational, and strategic failures that turn AI initiatives into expensive experiments that never reach production.

Audience

Technical leaders, architects, program managers

Format

Keynote (45-60 min) or Technical Deep-Dive (90 min)

Key Takeaways

The failure patterns in enterprise AI
What production-grade AI actually requires
Organizational anti-patterns that kill pilots
Decision frameworks for AI at scale

The Architecture Behind Responsible AI

Responsible AI is not a policy document. It is an architecture. How governance, evidence, controls, and oversight show up in the actual system design.

Audience

Architects, security teams, governance leaders

Format

Technical Deep-Dive (90 min) or Workshop (half-day)

Key Takeaways

Governance as architecture, not paperwork
Evidence and auditability in system design
Controls that survive production pressure
Cognitive Systems Management in practice

Cognitive Systems Management

A four-domain governance methodology connecting Enterprise, Project, Code and UX so that governance handoffs remain visible across the AI lifecycle.

Audience

Program managers, AI teams, governance leaders

Format

Workshop (half-day or full-day)

Key Takeaways

Four CSM domains: Enterprise, Project, Code, UX
Six execution functions across the lifecycle
Connecting governance across organizational handoffs
Translating CSM into an operating model

Technical Program Leadership at Scale

Lessons from driving complex, multi-stakeholder programs across Fortune 50 environments. What separates execution from activity.

Audience

TPMs, engineering leaders, project managers

Format

Keynote (45-60 min) or Fireside Chat (30-45 min)

Key Takeaways

Stakeholder alignment at scale
Managing dependencies across organizations
Measuring impact vs activity
Portfolio governance across many applications

Have a specific topic in mind? I can customize talks to your audience and objectives.

Formats

How I Present

45-60 minutes

Keynote

Strategic presentations for conferences, corporate events, and summits.

Ideal for: Large audiences (100+), opening/closing sessions

Half-day or Full-day

Workshop

Interactive, hands-on sessions with frameworks and practical application.

Ideal for: Teams and leadership groups (20-50 people)

30-45 minutes

Fireside Chat

Conversational format with Q&A, exploring topics in depth.

Ideal for: Intimate settings, executive roundtables

45-60 minutes

Panel Moderator

Facilitated discussions with industry experts on AI strategy and governance.

Ideal for: Multi-perspective discussions, industry events

Audiences

Where I Speak

Conferences & Summits

Industry conferences, AI summits, technology events

Topics: AI decisions, production AI, enterprise strategy

Corporate Events

Internal company events, leadership offsites, team gatherings

Topics: Technical leadership, program management, AI strategy

Universities & Institutions

Academic institutions, research centers, student groups

Topics: Career development, AI ethics, technical leadership

Community Events

Meetups, user groups, community-driven gatherings

Topics: Open-source governance, mentorship, field practice

What You Get

When You Book Me

Pre-event consultation to align on objectives

Customized content for your audience

Slide decks and supporting materials

Post-event Q&A and follow-up

Recording-friendly (when permitted)

Professional and reliable delivery

Actionable insights, not theory

Frameworks audiences can use the next day

Book Me for Your Next Event

Whether it is a keynote for 500 or a workshop for your leadership team, I bring practical frameworks and real takeaways that audiences can use.

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