Advance enterprise AI value

Lead AI with confidence

You need to scale promising initiatives while evidence, operating models and organizational readiness continue to evolve.

With early successes in AI elevating expectations at an unprecedented pace, organisations are eager to keep up. Clear ownership and accountability become essential in this evolving landscape, and leaders are tasked with sustaining momentum while keeping future options open. 

Based on real-life discussions held at the Databricks X DataIQ Guild 2026, this report highlights how senior leaders are thoughtfully testing assumptions, weighing important trade-offs, and making intentional decisions that transform AI aspirations into lasting enterprise value. Bringing you key insights from industry pioneers.

Deliberate Decisions explores how to maintain momentum without sacrificing predictability, enterprise value or the ability to change course.

In this eBook, you’ll learn how to:

• Ground confidence in production evidence and AI telemetry
• Prioritize enterprise value over isolated demand
• Apply proportionate governance with clear ownership
• Preserve human authority while keeping choices reversible