Speaking

Shift How Organizations Steer Value in the Age of AI

AI, capital, and oversight decisions can't be solved in a keynote — but they can be surfaced, framed, and brought into focus.

AI, capital, and regulations are colliding faster than organizations can respond. Executives and boards need clarity — not hype — to make decisions that hold up to regulators, investors, and reality.

Bring AI Decision Clarity to Your Event →
Current speaking frontier

Consequential AI-influenced decisions, human judgment, evidence, authority, and material business consequence — and credible external platforms are already carrying it.

IAM North America 2026

Designing Decision Architecture for AI-Influenced Asset Decisions

When AI starts shaping material asset decisions, the challenge moves beyond whether the technology works to whether the judgment, evidence and authority around the decision are strong enough to act.

→ 2026 IAM NA program
Ludmila Pirogova presenting on AI decision architecture at a PTN Events conference

PTN Events

When AI-Enabled Decisions Become Material: Designing Decision Architecture for Industrial Systems

→ Read the piece
Selected previous speaking

The earlier thread: technology can work while the organization around it doesn't. The current one, above: designing the judgment, evidence, and authority around material AI-influenced decisions.

Ludmila Pirogova presenting "The Tech Knows Everything. The Organization Still Doesn't." at the IAM North American Conference 2025, Montréal, Canada

IAM North American Conference 2025

The Tech Knows Everything. The Organization Still Doesn't.

→ 2025 IAM NA program
Ludmila Pirogova presenting at a PTN Events conference

PTN Events

The Tech Worked Beautifully — Until the Execs Got Involved

→ Read the piece

Also: O&G Digital Twin Conference · Houston · May 2026.

Selected professional education

Previous professional education for accounting and finance audiences — historical proof of how this thinking developed, not the current firm-level worldview.

GTA Accountants & Finance Network

Audit The Invisible — How Firms Turn AI Risk Into Board-Grade Confidence

→ Course page

GTA Accountants & Finance Network

AI Trust by Design™: How CPAs Govern AI — Not Just Use It

→ Course page
Professional contribution

Contributor to Institute of Asset Management guidance

Drafting Team, IAM SSG — Life Cycle Delivery: Asset Creation and Acquisition (2026).

→ IAM SSG preview

Bring Board-Grade Decision Clarity to Your Event

Spoke at IAM North America, PTN Events, and GTA Accountants & Finance Network.

Bring AI Decision Clarity to Your Event →