--- title: Dataiku and Amplifi Supply Chain Field Guide description: An ebook from Dataiku and Amplifi for supply chain leaders, showing how AI and GenAI boost forecasting, planning, procurement, and plant performance. image: https://pages.dataiku.com/hubfs/NEW%20Dataiku%20%26%20Amplifi%20-1200x628-px.jpg --- [![white-logo-dataiku](https://pages.dataiku.com/hs-fs/hubfs/assets-s2/email/white-logo-dataiku.png?width=250&height=54&name=white-logo-dataiku.png)](https://www.dataiku.com) [![DKU\_LOGO\_Tagline\_Teal](https://pages.dataiku.com/hs-fs/hubfs/DKU_LOGO_Tagline_Teal.png?width=127&height=36&name=DKU_LOGO_Tagline_Teal.png "DKU_LOGO_Tagline_Teal")](http://dataiku.com) ![logo](https://pages.dataiku.com/hubfs/image%20(8)-1.png "logo") ###### A Field Guide for Supply Chain and IT Leaders # Optimize Supply Chain Performance ## AI That Cuts Cost, Risk, and Delays, Fast What does a truly AI-powered supply chain look like in action? In this field guide, you will learn how a supply chain team uses GenAI, AI agents, and machine learning models to drive smarter inventory planning, reduce supplier risk, and improve operational efficiency with Dataiku and Amplifi. ###### Trusted by 1 in 4 of the World's Top Companies.\* ###### *\*Top 500 companies of the 2024 Forbes Global 2000, excluding China* ![general electric](https://pages.dataiku.com/hubfs/general%20electric.png?noresize) ![Sephora-2](https://pages.dataiku.com/hubfs/Sephora-2.png?noresize) ![Toyota-2](https://pages.dataiku.com/hubfs/Toyota-2.png?noresize) ![Michelin (1)-1](https://pages.dataiku.com/hubfs/Michelin%20(1)-1.png?noresize) ![Moderna-2](https://pages.dataiku.com/hubfs/Moderna-2.png?noresize) ![Zurich-2](https://pages.dataiku.com/hubfs/Zurich-2.png?noresize) ![BNP-2](https://pages.dataiku.com/hubfs/BNP-2.png?noresize) ![LVMH (1)-1](https://pages.dataiku.com/hubfs/LVMH%20(1)-1.png?noresize) ### Get Your Supply Chain AI Field Guide {padding={top={value=30, units=px}, bottom={value=30, units=px}, left={value=30, units=px}, right={value=30, units=px}}, css=padding: 30px; } ## What Happens When AI Enters the Supply Chain Floor Inside: Real Teams Tackling Forecasting, Inventory, and Risk With GenAI #### From Spreadsheets to GenAI-Powered Forecasting GenAI-powered models replaced manual spreadsheets and reactive planning, giving supply chain teams real-time visibility, sharper forecasts, and greater control over inventory. [GET THE FIELD GUIDE](https://pages.dataiku.com/dataiku-amplifi-supply-chain-field-guide#hs_cos_wrapper_widget_1749106149398) #### Predict Scrap and Downtime Before It Happens Machine learning models surface root causes and scrap risks in real time, helping plant teams fix and prevent quality issues before they hit the line. [GET THE FIELD GUIDE](https://pages.dataiku.com/dataiku-amplifi-supply-chain-field-guide#hs_cos_wrapper_widget_1749106149398) #### 30% Fewer Rush Orders With AI-Powered Risk Signals Procurement teams use LLMs to flag supplier risk early, cutting emergency shipments and tail spend without adding headcount. [GET THE FIELD GUIDE](https://pages.dataiku.com/dataiku-amplifi-supply-chain-field-guide#hs_cos_wrapper_widget_1749106149398) #### Connected Operations, End to End From procurement to production, teams work from the same real-time data, while GenAI fills the gaps between siloed systems and teams. [GET THE FIELD GUIDE](https://pages.dataiku.com/dataiku-amplifi-supply-chain-field-guide#hs_cos_wrapper_widget_1749106149398) ## Bring Clarity to Supply Chain Decisions Dataiku, The Universal AI Platform™, gives supply chain teams the ability to build, test, and operationalize AI directly on the data they already manage. Working with Amplifi, organizations accelerate impact and align teams around shared insights, delivering results across planning, procurement, and production. [Get the Field Guide](https://pages.dataiku.com/dataiku-amplifi-supply-chain-field-guide#hs_cos_wrapper_widget_1749106149398) ![discover-dataiku-1](https://pages.dataiku.com/hs-fs/hubfs/discover-dataiku-1.png?width=725&height=512&name=discover-dataiku-1.png) ![Vestas-logo-white](https://pages.dataiku.com/hs-fs/hubfs/Vestas.png?width=1250&height=700&name=Vestas.png) ![general-electric-logo-white](https://pages.dataiku.com/hs-fs/hubfs/GE%20(1)-1.png?width=1250&height=700&name=GE%20(1)-1.png) ![Cisco-logo-white](https://pages.dataiku.com/hs-fs/hubfs/Cisco.png?width=1250&height=700&name=Cisco.png) ![Etihad-logo-white](https://pages.dataiku.com/hs-fs/hubfs/Etihad.png?width=1250&height=700&name=Etihad.png) ![Sephora-logo-white](https://pages.dataiku.com/hs-fs/hubfs/Sephora-2.png?width=1250&height=700&name=Sephora-2.png) ![Michelin-logo-white](https://pages.dataiku.com/hs-fs/hubfs/Michelin%20(1)-1.png?width=1250&height=700&name=Michelin%20(1)-1.png) [![Dataiku Logo - Black](https://pages.dataiku.com/hubfs/assets-s2/logos/Dataiku%20Logo%20-%20Black.svg "Dataiku Logo - Black")](https://www.dataiku.com/) - Copyright © 2026 Dataiku - All rights reserved - [Online Privacy](https://www.dataiku.com/legal/dataiku-website/)