Maximize Product Availability While Protecting Margins with AI Inventory Optimization

Tl;dr: This case study shows how Tannico increased product availability to 94% while scaling its catalog and protecting margins through AI-powered inventory optimization software, AI inventory management and product availability optimization.

Tannico, the world’s largest Italian online wine shop, has become a global leader in food & beverage tech by offering over 15,000 SKUs, fast delivery, and exceptional customer service. Customers rely on Tannico for speed, selection, and reliability, making product availability a critical factor in sustaining growth.

By 2018, leadership recognized a strategic challenge: expanding the catalog and in-stock products while maintaining extremely short shipping times without inflating inventory costs or risking margins.

Co-Founder Cristiano Pellegrino led the initiative to improve service levels while keeping stock levels efficient. Tannico needed a data-driven approach to balance availability with sustainable inventory investments.

The Inventory and Availability Challenge

Tannico faced the following hurdles:

  • Risk of stockouts on popular SKUs, especially during seasonal peaks
  • Constraints on extra-stock to avoid margin erosion
  • Difficulty scaling catalog size from 10k to 15k SKUs without compromising delivery promises
  • Maintaining customer trust through reliable fulfillment

The core challenge was ensuring high product availability while controlling overstock and protecting profitability.

The AI-Powered Solution

Tannico implemented Intuendi’s AI-powered demand planning and inventory optimization software. The approach included:

  • Advanced demand forecasting accounting for seasonality, promotions, and customer behavior
  • SKU-level recommendations for optimal stock quantities
  • Top-down planning to guide overall inventory investment efficiently
  • Insights for buyers to prioritize high-demand SKUs while limiting extra-stock

“The secret of growth was to guarantee, for more and more products, the quality and delivery times for which our customers appreciate us and choose Tannico every day.”

— Marco Magnocavallo, CEO and Founder

By embedding predictive insights into daily planning, Tannico kept high-demand SKUs in stock while avoiding excess inventory, sustaining speed, service, and margins.

The Results: Scaling Availability Without Margin Loss

  • Catalog size grew 50% from 10k to 15k SKUs
  • Units in stock increased by 89% year over year
  • Product availability for immediate delivery rose from 88% to 94%
  • Enabled more efficient purchasing while maintaining high service levels and profitability

The Advantage Gained

Through visionary leadership and data-driven planning, Tannico transformed inventory management into a competitive advantage. The company now delivers more products, faster, without over-investing in stock, delighting customers and reinforcing its market leadership.

Written by
 Jacqueline Tanzella

Related articles

Achieve your goals faster.
Request a demo today.

There must be a better way. Yes, Intuendi.

-82%

planning error reduction

-6%

PO management process speed-up

-15%

excess stock reduction

Intuendi needs the contact information you provide to us to contact you about our products and services. You may unsubscribe from these communications at any time. For information on how to unsubscribe, as well as our privacy practices and commitment to protecting your privacy, please review our Privacy Policy.

Daily Replenishment and Long-term Supply Planning with Intuendi AI

Learn how Intuendi AIbridges the gap between day-by-day replenishment and strategic supply planning. Plan for growth with Intuendi.

Introducing Intuendi Labs

Together, let’s build the future of supply chain management