Danone

Engineering Operational Excellence To Boost Market Share

About Danone France 

Danone is a world-leading food and beverage company built on the mission of bringing health through food to as many people as possible. In France, Danone represents approximately €1.6 billion in revenue, driven by a massive retail presence. The Sales Force Director, Guillaume Coinon, oversees a powerhouse team of 400 people, including 350 market managers who visit 6,000 points of sale every single day.

The Challenge: Eliminating "Blind Spots" in Field Execution

For a leader of Danone’s scale, the difference between a good and a great sales act comes down to preparation. Despite having world-class teams and vast amounts of data, the French Fieldforce identified two critical blind spots:

• Prioritization: Determining if the team was visiting the right stores at the right time with the most impactful actions.
• Preparation: Ensuring every rep was fully equipped with data-backed insights to "win" every store visit, rather than simply conducting a "status quo" check.

With thousands of daily visits, the administrative burden of manual analysis made it impossible to achieve the level of professional "expertise" needed to challenge retail category managers effectively.

The Solution: Dan’IA, the AI-Powered Business Cockpit

In partnership with Whaly, Danone implemented Dan’IA, a central business cockpit designed specifically for the needs of the French field force. Deployed in just a few weeks and built hand-in-hand with Sales and IT, the solution integrates Nielsen data, OSA (On-Shelf Availability), CRM, and internal trackers into a single mobile interface.

• Real-Time Prioritization: The tool allows managers like Fernanda Rosell to see their sector’s performance and rankings at a glance. It directs reps to specific stores where the "gap" is highest, reducing wasted time and store-level inefficiencies.
• Dynamic Preparation: Dan’IA generates "Picture of Success" (POS) trackers and dynamic product pitches tailored to each specific store.
• Professional Expertise: By having instant access to store-specific numbers and category knowledge that the retailer might not even have, reps can advise on actions with a level of professionalism that builds deep trust with store managers.

The Results: Quantifiable Market Gains and Viral Adoption The impact of Dan’IA was felt almost immediately after its implementation in April 2025. By providing the team with the information they need to be "experts" of their own territory, Danone has achieved:

• Market Share Growth: An increase of +0.2 points in market share since the tool’s launch.
• KPI Optimization: A +4 point gain in "Picture of Success" metrics, Danone’s primary internal KPI for retail execution quality.
• Massive Adoption: Nearly 90% of the sales force now uses the tool every day, proving that the value added to their daily routine far outweighs any learning curve.

A Vision To Scale

The success in France has proven that Dan’IA is not just an experiment, but a central pillar for field reps.

By letting AI target the right opportunities, Danone ensures its human talent spends less time on spreadsheets and more time on what they do best: selling and building partnerships.