Join Talan at ALL IN 2026

For years, companies have worked to establish a single source of truth to better manage demand, supply, and inventory: a reliable, shared foundation for S&OP. Yet many still haven’t achieved it. Trade-offs remain complex, decisions are slow, and plans are constantly being called into question.

In 2026, amid market volatility, geopolitical tensions, and accelerating AI adoption, agility, supply scenario planning, demand sensing, and inventory optimization are no longer competitive advantages, they are table stakes. Yet many organizations still struggle to master them.

What sets leaders apart today is their ability to make faster decisions in an integrated, collaborative way.

The real opportunity is a true integrated decision system, where processes, technology, and data align the entire organization in the same direction. The result: leaner inventory, a shorter cash-to-cash cycle, stronger service levels,  and the revenue upside that comes with it.

An AI decision system doesn't just put out fires. It becomes a lever for growth.

We'll unpack what that looks like in practice with a panel discussion featuring Angelcare and TrueGradient, sharing what a real S&OP transformation looks like from the inside.

What you'll walk away with:

• A lens to pinpoint where your S&OP is actually breaking down and not just "more data" or "more AI"
• A framework to move from a monthly planning cycle to continuous, event-driven decisions
• The 5 traps that derail AI-driven transformations, and how to avoid them

Speakers : 

• Angelcare
• Truegradient
• Jacques-Antoine Ollier, Director, Data Practice
• Jerome Thirion, Vice President, Consulting Services – Operations & Supply Chain