AI-Powered Always-On Demand Forecasting Agent

For Oracle EBS & Fusion Supply Chain Management

Why AI-Powered Always-On Demand Forecasting Agent?

Transform your supply chain planning with an AI-powered forecasting agent that delivers real-time, accurate demand insights for Oracle EBS and Fusion, helping you reduce costs, prevent stockouts, and boost operational efficiency.

Challenges

Traditional demand forecasting in Oracle EBS and Fusion SCM relies on static, historical trends and manual interventions. This often results in:

Delayed Forecasts

Generated periodically (weekly/monthly), not in real-time

High Inventory Costs

Excess safety stock due to uncertainty

Stockouts & Revenue Loss

Missed sales opportunities and customer dissatisfaction

Inaccuracy

Unable to account for external factors such as market trends, seasonality, weather, or economic shifts

Reactive Decision Making

Supply chain teams operate with lagging indicators rather than predictive insights

Business Impact

Inefficient demand forecasting can have significant operational and financial consequences:

Rising Inventory Costs

Inventory carrying costs rise 15–25% annually

Revenue Loss from Stockouts

Stockouts cause 5–10% revenue leakage

Inefficient Forecasting Processes

Planners spend 30–40% of their time manually adjusting forecasts

Wastage from Over-Purchasing

Over-purchasing leads to wastage & obsolescence, especially for perishable or fast-moving goods

Lack of Agility in Disruptions

Limited agility to respond to external disruptions such as pandemics, supply shocks, or competitor actions

Solution: Always-On AI Forecasting Agent

Our AI-powered agent integrates seamlessly with Oracle EBS & Fusion SCM to deliver real-time, accurate, and explainable demand forecasts. Key capabilities include:

Advanced ML/AI Models

Uses LSTM, Prophet, ARIMA, TFT for near- and long-term forecasting.

Automated Forecast Actions

Suggests POs, stock transfers, and forecast adjustments directly in Oracle ERP.

Feedback Learning

Incorporates forecast errors to improve future predictions.

Continuous Data Ingestion

Pulls data from Oracle EBS/Fusion (Sales, Inventory, Orders) and external sources (market trends, weather, social signals).

Natural Language Insights

Provides actionable recommendations via Oracle SCM, Teams, Slack, and dashboards.

Business Advantages

Implementing the AI Forecasting Agent delivers measurable benefits:

Forecast Accuracy +20–30% → Reduced safety stock & better planning.
Working Capital Savings 10–15% → Less cash tied up in inventory.
Stockout Reduction up to 25% → Higher customer satisfaction & revenue.
Planner Productivity ↑ 40% → Teams focus on strategy rather than firefighting.
Scalable & Extensible → Deployable across multiple geographies, SKUs, and business units.

See AI Forecasting in Action — Book a Demo

See AI Forecasting in Action — Book a Demo