AI-Driven Demand Forecasting & Analytics
AI-Driven Demand Forecasting & Analytics
AI Strategy
AI Insights
AI Automation
AI Assistant
Renoir’s Global Footprint
30+
Years
50+
Countries
1000+
Projects
Completed
Key Client Challenges
- Inaccurate forecasts leading to stockouts or excess inventory
- Inability to adapt forecasts to market volatility
- Time-consuming, manual forecasting processes
- Difficulty forecasting demand for new products or promotions
How Renoir Helps
- Integrate diverse internal and external data sources for a holistic view
- Develop custom ML models that learn complex demand patterns
- Provide forecasts at any level of granularity (SKU, store, etc.)
- Embed AI forecasts into your S&OP and inventory processes
Our Recent Results
Hyper-Accurate Sales Forecasting for Consumer Goods
Our Solution
We implemented a RAG-powered assistant that indexes the firm’s entire knowledge repository, including project archives, CRM, and expert databases. Consultants can now ask complex questions in natural language, such as “Find case studies on supply chain optimization for CPG clients in Southeast Asia with a project value over $2M” and receive a synthesized summary with direct links to the source documents.
Impact Delivered
- Improved overall forecast accuracy by 30 percentage points.
- Reduced promotional stockouts by 70%, maximizing sales lift.
- Cut excess inventory holding costs by 25%.
Why Renoir
Outcome-Focused and Platform-Flexible
We focus on delivering results, not selling tools, selecting the right mix of technologies for each client’s needs. This ensures that every AI solution is practical, scalable, and seamlessly integrated into existing operations.
Proven AI Transformation Delivery
We bring over 30 years of global consulting experience with a strong track record of turning strategy into measurable results. Our AI initiatives are designed to deliver sustainable impact long after implementation.
Human-Centric, Change-Led Approach
Our proprietary methodology aligns AI adoption with cultural and behavioral change at every level of the organisation. By working alongside your teams, we ensure AI becomes embedded and truly transformative.
