Proof Over Promises: Validating AI-Enabled Performance

Tuesday, October 20, 2026 1:00 PM to 2:00 PM · 1 hr. (US/Eastern)

Summit: Building Intelligence in the Age of AI

Information

Learning Level

Advanced

Program

Summit Session

Pass Type

Conference PassConference Pass + Sustainable Finance & Investing ForumStudent PassSustainable Finance & Investing Forum 4 Day PassVolunteer Pass

Track

Summit: Building Intelligence in the Age of AI

Learning Objective #1

Define success criteria and validation methods for AI-enabled building performance use cases.

Learning Objective #2

Distinguish useful AI-supported analysis from false confidence, weak assumptions, or unverified claims.

Learning Objective #3

Identify data quality, commissioning, O&M, and monitoring practices needed to support trustworthy performance insights.

Learning Objective #4

Apply a minimum viable proof plan: data source, metric, human review point, validation cadence, and decision threshold.