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Impactive AI's
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Insight

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Demand Forecasting Models: Easy Comparison for Non-Experts

Discover the 6 major demand forecasting models for 2025: from basic statistical approaches to advanced AI platforms. A comprehensive guide for non-experts to choose the right model for their business needs and improve decision-making.

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Demand Forecasting Costs: Do Higher Costs Mean Better Results?

Non-linear relationship between demand forecast accuracy and investment costs

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Comparative Analysis of 7 Domestic and International Inventory Management Programs

What criteria should I choose?

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Complete Guide to 2025 AI Technology Innovation Trends That Manufacturing CEOs Are Watching

Enterprise competitiveness determined by technological innovation capabilities

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Raw Material Price Prediction Principles and Success/Failure Cases

Global Businesses' Strategy to Deal with Supply Chain Crisis

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Gain a competitive edge with AI price prediction solutions

Innovation strategies to drive real ROI

Tech

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Practical Techniques for Reducing Forecast Variance with External Variables

The 1% Difference That Improves Demand Forecasting Accuracy

October 28, 2025

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AI Festa 2025: Impactive AI On-Site Sketch

October 27, 2025

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Why Traditional Demand Forecasting Fails: Understanding the Root Causes and Finding Solutions

In an era when consumption patterns have become more complex, why traditional demand forecasts fail

October 21, 2025

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Top 5 Error Types in Excel Demand Forecasting

Understanding Excel Forecasting Limitations and How to Overcome Them

October 16, 2025

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Dynamic Pricing: How Should It Be Reflected in Demand Forecasting?

How to leverage price volatility for your business

September 25, 2025

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Impactive AI at the SCM FAIR 2025

September 24, 2025

Clients

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Successful case of introducing AI inventory management in the manufacturing industry

Successful case of introducing AI inventory management in the manufacturing industry The inventory management method that relies on past experience and intuition is no longer competitive. The AI-based inventory management system can accurately predict demand by analyzing vast amounts of data in real time and automatically calculate the optimal inventory level.

November 11, 2024

Members

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Business-Centric Design Principles for Demand Forecasting Solutions: A Developer's Perspective

Interview with Jeonghwan Yang, ImpactivAI Developer

October 9, 2025

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Machine Learning Technology that Enhances the Accuracy and Differentiation of Demand Forecasting AI

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ImpactiveAI's Journey to Implement Industry-Specific Prediction Model Accuracy

Interview with CTO Jeong Hee-won

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Practical Know-How and Challenges from the Field of AI Sales Strategy

Interview with Sales Team Director Min Byung-joon

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Organizational Management and Growth Strategies for AI Startups

Interview with COO Park Jung-hyun

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Why Deepflow was able to achieve high demand forecasting accuracy

Interview with Jeong Doo-hee, CEO of IMPACTIVE AI

February 18, 2025

Newsroom

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Impactive AI Supplies 'Deepflow' to Ildong Foodis... Achieves 26.2% Improvement in Inventory Risk

Seoul Economic Network TV

December 16, 2025

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Impactive AI Secures Additional Investment from Hyundai Motor Company, Reaching a Total of 11 Billion KRW

The Dong-A Ilbo

December 9, 2025

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Impactive AI Launches Free AI Demand Forecasting PoC Event

Seoul Economic Network TV

December 3, 2025

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Impactive AI Receives the AI Category Award at the 25th Korea Digital Management Innovation Awards

Seoul Economic Network TV

November 27, 2025

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Impactive AI Reads the Steel Market with AI… From Inventory Forecasting to Price Prediction

November 24, 2025

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Impactive AI supports corporate performance innovation with its AI demand forecasting solution 'DeepFlow'

November 24, 2025