Article
Promotion Planning for Black Friday and Christmas
Plan promotions early: align additional demand with lead times, protect availability and interpret historical sales peaks correctly in your forecast.
Moritz Krol
Blog
Insights on supply chain, planning and operational decisions
Practical articles, news and methods around procurement, planning, inventory optimization and the use of AI in operational processes.
Article
Detect delivery delays early and protect order fulfilment
Detect delivery delays early, identify affected customer and production orders, and manage delivery dates with numi.
Moritz Krol
Customer Success Stories
Little John Bikes plans 70 stores with numi
Little John Bikes uses numi to translate global demand forecasts into store-level assortment, inventory, and replenishment decisions across 70 locations.
Moritz Krol
Article
Assortment Planning: How numi Plans Store Assortments
How numi connects global forecasts, local demand, assortment breadth, display planning, and inventory depth for smarter store planning.
Moritz Krol
Customer Success Stories
Altruan Goes Live with AI-Powered Supply Chain Intelligence
Altruan now uses numi to bring AI-powered forecasting, automated replenishment and real-time supply chain visibility to more than 75,000 healthcare products.
Moritz Krol
Article
AI agents in the supply chain: numi Agents and MCP explained
AI agents in the supply chain explained: numi Agents for recurring workflows, and MCP with ChatGPT or Claude for analysis and reporting.
Stefan Gaubatz
News
numi featured in Supply Chain Magazine Netherlands
Supply Chain Magazine Netherlands covered how numi is evolving from AI point solutions into a modular supply chain planning and execution platform.
Moritz Krol
Article
Inventory Reduction: 5 Proven Strategies to Reduce Stock Levels
Inventory reduction done right: 5 proven strategies to reduce stock levels, free up tied-up capital and optimize your working capital.
Stefan Gaubatz
Article
Demand Planning Models, Process & KPIs: A Resilient Framework
How to design a resilient demand planning process: forecasting models from statistical methods to machine learning, granularity, planning horizons, and the KPIs that prove forecast value – with practical examples.
Yulia Fedorova
Article
Supply Chain Software for AI-Powered Supply Chains | numi
numi is the AI-powered Supply Chain Software for retail, e-commerce, and consumer goods & industrial manufacturers. Forecasting, inventory and procurement optimization in one system.
numi solutions GmbH
Article
Document Automation: How Companies Save Hours of Manual Work Every Week
Learn how document automation helps companies reduce manual work, accelerate ERP processes and save valuable time in procurement, supply chain and operations.
Moritz Krol
Customer Success Stories
AI in Procurement: How Karl Pichler AG Digitizes Timber Trade with numi
Karl Pichler AG uses AI in procurement and inventory optimization software from numi, with 19% better inventory turnover, automated forecasting and full procurement digitalization in timber and building materials trade.
Stefan Gaubatz
News
Looking Back at LogiMAT 2026 in Stuttgart
LogiMAT 2026 was a great success for us, with valuable conversations with customers and many new industry connections.
Moritz Krol
News
numi at LogiMAT 2026 - Meet Us in Stuttgart
We are heading to LogiMAT 2026, Europe's leading trade fair for intralogistics and supply chain solutions. Find us at Stand Eingang Ost 60B, March 24-26 in Stuttgart.
Stefan Gaubatz
Article
Supplier Portal Software for Smarter Supply Chain Collaboration
How the numi Supplier Portal digitizes supplier communication, reduces shortages, and improves on-time delivery with AI-powered workflows.
numi solutions GmbH
Article
numi vs Manual Excel Forecasting: Which Setup Scales Better?
A practical comparison of manual Excel forecasting and numi across accuracy, scalability, collaboration, and execution speed.
Moritz Krol
Article
Supplier Collaboration Tactics to Reduce Stockout Risk
How structured supplier collaboration reduces shortage risk, improves visibility, and speeds up corrective action.
Stefan Gaubatz
Article
Replenishment Workflow Design for Fewer Stockouts and Less Manual Work
Design replenishment workflows that prioritize the right actions, reduce firefighting, and improve service levels.
Moritz Krol
Article
How to Set Safety Stock and Reorder Points to Prevent Stockouts
A practical guide to dynamic safety stock and reorder point settings that improve service levels without bloating inventory.
Moritz Krol
Article
Stockout Root Causes: The 9 Most Common Planning Gaps
Most stockouts are not random. Learn the nine planning gaps that repeatedly cause service failures and how to fix them.
Moritz Krol
Article
Stockout Prevention Playbook: How to Reduce Stockouts Without Inflating Inventory
A practical playbook to reduce stockouts using demand planning, inventory policy optimization, replenishment automation, and supplier collaboration.
Moritz Krol
Customer Success Stories
AI in Recommerce: How refurbed Plans Supply and Demand with numi
Refurbished electronics break the assumptions built into conventional planning systems. Here is how refurbed uses AI-powered demand forecasting, automated replenishment and supplier KPIs to plan a supply chain where both supply and demand are uncertain.
Stefan Gaubatz
News
Building Predictive Digital Supply Chains: Guest Lecture at the University of Innsbruck
How predictive, connected supply chains are built: In our guest lecture at the University of Innsbruck, numi shared how AI forecasting, IoT data and automated workflows turn planning into daily operational decisions.
Stefan Gaubatz
Customer Success Stories
Cosmetics Demand Forecasting: Junglück Goes Live with numi
Junglück uses numi for AI demand forecasting, automated replenishment and real-time supply chain visibility across a cosmetics range where freshness is part of the product.
Stefan Gaubatz
Article
Inventory Management Software for AI-Powered Inventory Optimization | numi
numi’s Inventory Management Software reduces stock levels by up to 15%, prevents stockouts, and automates purchase orders – AI-powered and integrated directly with your ERP system.
Stefan Gaubatz
Article
The AI Forecasting Software for your Supply Chain
The numi Forecasting Software combines AI, statistical models, and data-science tools to enable precise demand forecasts across all levels of the supply chain.
Stefan Gaubatz
News
We were at the BVL CX in Berlin 2025!
We were at the BVL CX in Berlin 2025!
Moritz Krol
Newsletter
Retail Titans’ AI Supply Chains, Gartner Top 25, Volkswagen’s EU Challenge & numi Feature Updates
AI-driven inventory at Walmart & Target, Gartner’s 2025 Global Supply Chain Top 25, Volkswagen’s restructuring, and new numi features
Stefan Gaubatz
News
B2Run 2025 - Always a fantastic event!
We participated in the B2Run, completing the 5,7 km run.
Yulia Fedorova
Newsletter
Monthly Roundup - Port-Automation Pulse, EU Due-Diligence U-Turn, G7 Tax Truce & Apple’s Supply-Chain Jitters
Port-Automation Pulse, EU Due-Diligence U-Turn, G7 Tax Truce & Apple’s Supply-Chain Jitters
Moritz Krol
Newsletter
Monthly Roundup - Tariffs, AI Triumphs & Red Sea Ripples
Tariffs, AI Triumphs & Red Sea Ripples
Moritz Krol
Newsletter
Monthly Roundup - Inditex’s Emissions Spike, SAP vs. Celonis Lawsuit, and Rossmann’s Logistics Expansion
Inditex’s Emissions Spike, SAP vs. Celonis Lawsuit, and Rossmann’s Logistics Expansion
Yulia Fedorova
Article
Supply chain reinforcement learning: AI-driven inventory
Smarter supply chains with reinforcement learning: Reduce costs, optimize inventory, and enhance flexibility with AI-powered replenishment.
Yulia Fedorova
Newsletter
Monthly Roundup - Nearshoring Trends, Infineon’s Semiconductor Expansion, and MediaMarkt’s Parcel Service Growth
Nearshoring Trends, Infineon’s Semiconductor Expansion, and MediaMarkt’s Parcel Service Growth
Yulia Fedorova
Customer Success Stories
Recommerce Demand Forecasting: refurbed Goes Live with numi
refurbed uses numi for AI demand forecasting, automated replenishment and real-time supply chain visibility across one of Europe's largest marketplaces for refurbished electronics.
Stefan Gaubatz
Newsletter
Monthly Roundup - Tariff Shifts, Qatar Airways’ E-Com Boost and PepsiCo’s Automation
Tariff Shifts, Qatar Airways’ E-Com Boost and PepsiCo’s Automation
Yulia Fedorova
Customer Success Stories
We are live with Karl Pichler
We support KARL PICHLER A.G. with numi’s apps, optimizing demand forecasting, inventory, and logistics for smoother processes.
Moritz Krol
News
Exploring AI’s impact on organizations at University of Innsbruck
We presented AI advancements at University of Innsbruck, covering LLMs, reinforcement learning, and machine learning models.
Stefan Gaubatz
Newsletter
Monthly Roundup - 2024 in Review, Supply Chain Trends in 2025, P&G’s Sustainability Moves, and DM’s Online Pharmacy Launch
2024 in Review, Supply Chain Trends in 2025, P&G’s Sustainability Moves, and DM’s Online Pharmacy Launch
Yulia Fedorova
News
Team retreat: Reflecting, planning, and skiing
Our team took a break to reflect on achievements, align priorities, and have fun on the slopes.
Yulia Fedorova
Newsletter
Monthly Roundup - GenAI’s Supply Chain Boost, German Export Shifts, DB’s Infrastructure Woes, and Stadler’s Disruptions
GenAI’s Supply Chain Boost, German Export Shifts, DB’s Infrastructure Woes, and Stadler’s Disruptions
Yulia Fedorova
News
Meet Marvin Hülsmann, our new Front-End Developer
Please join us in welcoming Marvin Hülsmann who supports us with creating user-friendly interfaces
Stefan Gaubatz
Newsletter
Monthly Roundup - McDonald’s E. Coli Crisis, Hershey’s Automation Push, and BMW’s Digital Factory Advancements
McDonald’s E. Coli Crisis, Hershey’s Automation Push, and BMW’s Digital Factory Advancements
Yulia Fedorova
Article
Production KPIs for success: OEE in production planning
Discover Production KPIs, including OEE, to boost efficiency and enhance production planning. Learn how to optimize manufacturing with key metrics and tools.
Yulia Fedorova
News
5 key types of supplier collaboration for streamlined operations
Strengthen supplier collaboration to reduce costs, improve efficiency, and foster innovation.
Yulia Fedorova
Article
Supplier collaboration strategies for improved efficiency
Supplier Collaboration Framework: Learn key supplier collaboration strategies to build a resilient, high-performing supply chain.
Yulia Fedorova
News
Why tracking inventory value matters
Tracking inventory value helps balance costs and optimize resources.
Yulia Fedorova
News
Meet Peter Pichler, our new AI Software Engineer
Please join us in welcoming Peter Pichler who supports us with developing AI agents
Stefan Gaubatz
Article
Inventory KPIs: Inventory coverage, turnover and value
Enhance your inventory management with essential KPIs: inventory turnover, value and coverage. Learn strategies to optimize efficiency and drive success.
Yulia Fedorova
News
B2Run 2024 - Another Successful Run!
We participated in the B2Run, completing the 5,6 km run.
Yulia Fedorova
News
Three-year anniversary
This month, we are celebrating 3 amazing years since numi was born.
Yulia Fedorova
Article
Forecast KPIs: Business success through forecast accuracy
Discover the power of Forecast KPIs and learn how to improve forecast accuracy. Unlock the potential of data-driven predictions for business success.
Yulia Fedorova
News
numi at Hinterland of Things 2024
We attended Hinterland of Things in Bielefeld.
Yulia Fedorova
Customer Success Stories
Kitaeinkauf Plans Its Full Assortment, Long Tail Included, with numi
Kitaeinkauf uses numi for AI demand forecasting, automated replenishment and real-time supply chain visibility across a broad online assortment for daycare centres.
Stefan Gaubatz
Article
Service Level KPIs for your Supply Chain
Achieving high service levels is critical for customer retention, indicating your business´s ability to consistently satisfy customer needs.
Yulia Fedorova
News
Maturity Matrix European Supply Chain Start-ups 2024 - numi is listed!
numi is listed on the Maturity Matrix of European Supply Chain Startups 2024.
Moritz Krol
News
Meet Peiyang Wu, our new Data Scientist
Please join us in welcoming Peiyang Wu who will support us with data management
Stefan Gaubatz
News
BayStartup Demo Night - We were there!
We attended BayStartup Demo Night in Nuremberg.
Moritz Krol
News
We were invited by Voith to the Supplier Innovation Day
We were invited by Voith Group to the Supplier Innovation Day in Heidenheim.
Stefan Gaubatz
News
We moved to our new office in Friedenstraße
We moved to our new office in Friedenstraße.
Yulia Fedorova
News
numi Recap 2023
As the Holiday Season approaches, we look forward to celebrating and cherishing the well-deserved break with our friends and families.
Yulia Fedorova
News
Meet Skender Gashi, our new Front End Developer
Please give a warm welcome to Skender Gashi, who supports us with the UI and Website development
Stefan Gaubatz
News
Guest Lecture at UIBK
Our co-founder Stefan Gaubatz was a guest in the lecture on Digital Organizations at the UIBK.
Yulia Fedorova
News
numi attending WERK1 Startup Work
Attending the WERK1 "Startup Work" fair was an enriching experience. We enjoyed connecting with talented individuals and innovative companies.
Yulia Fedorova
Customer Success Stories
Planning Organic Food: bleibwacker Goes Live with numi
bleibwacker uses numi for AI demand forecasting, automated replenishment and real-time supply chain visibility across an organic range of soups, spreads, broths and snacks.
Stefan Gaubatz
News
Supply Chain Inside Talk Podcast
Our co-founder, Moritz Krol, was recently featured on episode #24_SCIT of the Supply Chain Inside Talk podcast.
Yulia Fedorova
News
German AI Landscape 2023 - numi as one of the most promising German AI startups
numi has been recognized by appliedAI Institute for Europe gGmbH and industry leaders as one of the most promising German AI startups in this years AI Startup Landscape.
Yulia Fedorova
News
B2Run 2023 - We did it!
We finished the B2Run with thousands of other participants in Munich.
Yulia Fedorova
News
Two-year anniversary
In 2023, the supply chain industry faces numerous challenges, including geopolitical tensions, inflationary pressures, global recession, and labor availability.
Yulia Fedorova
News
Supply Chain Challenges in 2023
In 2023, the supply chain industry faces numerous challenges, including geopolitical tensions, inflationary pressures, global recession, and labor availability.
Yulia Fedorova
Article
The Impact of Supply Chain Disruptions
A look back on supply disruptions in 2022
Yulia Fedorova
Customer Success Stories
happybrush Now Plans Toothbrushes and Brush Heads with AI from numi
happybrush now uses numi to bring AI demand forecasting, automated replenishment and real-time supply chain visibility to its oral care hardware and consumables business.
Stefan Gaubatz
News
We were interviewed by Munich Startups
In an interview with Munich Startups, founders Stefan Gaubatz and Moritz Krol explain how numi optimizes supply chain planning.
Moritz Krol
News
numi attends SCM Dialog
On September 29th, numi took part in SCM Dialog by MÜLLER | DIE LILA LOGISTIK and EMPORIAS
Yulia Fedorova
News
Demand Planning Feature Update
Explore our renewed demand planning features, including Demand Planning Grid, Promotions Management, New Product Introductions, End-of-Life Planning, and a watchlist.
Yulia Fedorova
News
We have successfully completed the SAP.iO program
On June 21 we presented the premiere of our solution for SAP customers. 🥳
Moritz Krol
News
We moved to our new office in WERK1
We have moved to our new office at WERK1. From now on, numi is part of the WERK1 community.
Stefan Gaubatz
News
numi is part of SAP.iO Resilient Supply Chain Program
We are glad to share exciting news with you! numi was selected to participate in the SAP.iO Resilient Supply Chain program, a startup accelerator focused on building resilient supply chains at the SAP.iO Foundries Munich and Tel Aviv, among other innovative startups like Magazino or CognitOps.
Stefan Gaubatz
News
numi wins Start?Zuschuss! Grant
We are proud to be selected by the Bayerisches Staatsministerium für Wirtschaft, Landesentwicklung und Energie to win the Start?Zuschuss! grant.
Moritz Krol
News
Learn more about numi in the TUM Founder´s Talk
Learn more about numi in the TUM Founder´s Talk
Moritz Krol
News
numi is weclapp App of the Month
numi has been selected as App of the Month in February
Moritz Krol
Customer Success Stories
The Mobility House Now Plans EV Charging Hardware with AI from numi
The Mobility House uses numi for AI demand forecasting, automated replenishment and real-time supply chain visibility across its EV charging and energy portfolio.
Stefan Gaubatz
Article
Would you let AI make your inventory decision?
Supply chains run best when data and technology augment human knowledge. This is numi’s approach for an accurate and responsive inventory decision at scale.
Stefan Gaubatz
News
Meet Yulia Fedorova, our Growth Marketeer
We have welcomed 2022 and a new member to our team
Stefan Gaubatz
Article
Basics on Inventory Optimization
As markets expand, inventory optimization becomes an increasingly complex task. It is nearly impossible without structured methodology and data analysis.
Yulia Fedorova
News
numi on the Ultimate Demo Day
On the 9th of December, we were honored to present numi solutions at the Ultimate Demo Day 2021.
Moritz Krol
News
Meet numi live at the Ultimate Demo Day
Meet numi solutions live at Ultimate Demo Day on Dec 9, 2021.
Moritz Krol
News
Meet Julius Wiegand, our Sustainability Expert
Please give a warm welcome to Julius Wiegand
Moritz Krol
Article
Supply Chain Investment: 5 Reasons to Invest in Digitization
What will be your next Supply Chain investment? We have summarized five reasons for digitizing the supply chain, which everyone is dependent on in pandemic.
Yulia Fedorova
News
numi at TUM Venture Labs Night 2021
Yesterday we participated in the TUM Venture Labs Night and got first-hand insights from the very inspiring project Lightspeed by BioNTech SE
Stefan Gaubatz
News
TUM Venture Labs and numi Collaboration
numi solutions mission is to optimize supply chains through proactive and intelligent recommendations.
Moritz Krol
News
numi solutions is now listed in the weclapp SE Store!
Since recently numi is listed in the App Store of weclapp
Moritz Krol
News
Meet Rufus Maiwald, our Software Engineer
Please give a warm welcome to Rufus Maiwald, who supports us with the UI and back-end development
Moritz Krol
News
numi is now part of the TUM Venture Labs for Software and AI
Today we had a great discussion with Antoine Leboyer from TUM Venture Labs for Software and Artificial Intelligence in the Munich Urban Colab. We look forward to a great collaboration.
Stefan Gaubatz
News
Supply Chain Innovation Day 2021
Yesterday, we were invited to the Supply Chain Innovation Day from the Institut für Supply Chain Management, Universität St.Gallen at the Würth Group Haus Würth Rorschach.
Moritz Krol
Article
7 Steps to Increase Sales in E-Commerce
To increase sales, E-commerce companies need to take a closer look at the root causes of out-of-stock cases with the help of 7 step algorithmic improvements.
Moritz Krol
Article
Predictive Spare Parts Planning for a Global Machinery OEM
How a global machinery OEM uses AI-driven spare parts forecasting and predictive spare parts planning to cut inventory by 15% and improve parts availability.
Stefan Gaubatz
News
Exist Business Start-up Grant
We were selected by the government funding program EXIST "Existenzgründungen aus der Forschung".
Moritz Krol