AI-Powered Demand Forecasting

Gain real-time insights into your sales volume and demand trends with YASH’s AI-powered forecasting solution. Our Innovative accelerator leverages cutting-edge AI/ML algorithms to optimize resource allocation, enhance budgeting accuracy, and drive business agility.

Reduce Forecasting Errors - Predict with accuracy using advanced models.
Automate Demand Planning - Eliminate manual forecasting efforts.
Stay on Top of Market Shifts - Adapt swiftly to economic and supply chain changes.

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Why AI/ML-powered Forecasting and Budgeting?

Organizations need precise forecasting to maintain a competitive edge. Traditional methods fail to capture external disruptions such as geopolitical events, supply chain constraints, and economic slowdowns.

Our AI/ML-based solution empowers businesses with:

Holistic Data Analysis Captures internal and external variables like production costs, GDP trends, and commodity prices.

Advanced AI/ML Techniques Uses models like ARIMA and Facebook Prophet to refine forecasts.

Industry-Specific Insights Customized to address business constraints and market conditions.

Business Benefits

Reduce Stock-Outs and Excess Inventory

Utilize multi-variant AI/ML models to optimize inventory levels, ensuring you order just enough to meet demand without overstocking or stock-outs.

Improve Service Levels

With AI-driven predictions, businesses can anticipate demand shifts up to 24 months in advance, reducing last-minute supply chain disruptions.

Automate & Free Up Planner Capacity

Leverage one-touch forecasting automation to eliminate manual demand planning tasks, allowing planners to focus only on exception handling.

Increased Revenue & Profitability

Optimize pricing and cost structures with AI-backed forecasting that aligns with real-time external factors such as global commodity prices and economic conditions.

Real-Time KPI Dashboards

Monitor forecast accuracy, business performance, and real-time demand fluctuations with interactive dashboards and seamless integration into SAP IBP, APO, and Power BI.

YASH’s AI/ML-powered forecasting solution combines machine learning, automation, and industry expertise to deliver highly accurate demand forecasts.

AI-Powered Forecasting Models

Utilizes Facebook Prophet, ARIMA, Gradient Boosting, and Random Forest models for precise predictions.

Incorporates External Factors

Integrates macroeconomic indicators, oil prices, production constraints, and geopolitical risks to enhance forecasting reliability.

Multi-Variant Forecasting

Provides a customized, in-house AI/ML model tailored to your industry’s unique constraints.

Seamless Integration

Works effortlessly with SAP IBP, APO, Power BI, and non-SAP systems.

Forecasting Accuracy

Ensures business resilience and agility by delivering one of the most precise demand forecasting solutions available today.

Rapid Deployment

Businesses can implement AI/ML-powered forecasting without complex customization, allowing for quick adoption and ROI.

Customer Success

AI-Powered Forecasting for a Global Manufacturer

Challenge:

A leading global manufacturing company faced challenges in Soda Ash procurement cost forecasting. Traditional methods failed to capture market fluctuations, leading to locked-in pricing inefficiencies.

Solution:

YASH Technologies implemented an AI/ML-driven forecasting model, integrating:

14 years of procurement data to identify trends.
Macroeconomic indicators (GDP, inflation, production trends) to enhance accuracy.
Advanced AI models (AdaBoost, ARIMA, Facebook Prophet) for precise predictions.

Results: