Optimizing the supply chain for a major oil and gas client
A major oil and gas company needed to optimize supply chain planning, inventory, and logistics amid volatile demand and complex global operations. Vimix deployed a GenAI-augmented supply chain solution that combined forecasting, scenario planning, and natural-language querying so that planners could ask questions in plain language and get actionable insights—reducing stockouts, cutting excess inventory, and improving on-time delivery.
Project Overview
The Challenge
Supply chain planners relied on legacy tools and spreadsheets; getting answers required IT or analyst support. Demand volatility and long lead times made planning difficult. The client wanted a modern, AI-enhanced planning and analytics experience that could scale across regions and categories.
Our Solution
Vimix's GenAI supply chain engagement gave the oil and gas client a modern, AI-augmented planning experience that improved visibility, reduced risk, and enabled faster, data-driven decisions across the supply chain.
Project Details
Quick Actions
Our Approach
Supply Chain Data and Model Foundation
We unified demand, inventory, logistics, and supplier data into a modern data platform. We built forecasting and optimization models and exposed them via APIs and a semantic layer.
GenAI Planning Assistant
We developed a natural-language interface so planners could ask questions (e.g. 'Where are we at risk of stockout in the next 30 days?') and receive answers with underlying data and recommended actions. GenAI summarized reports and suggested scenarios.
Integration and Adoption
We integrated the assistant with existing planning and ERP workflows and trained planners on best practices. We iterated based on usage and feedback.
Impact & Results
Faster, More Accessible Insights
Planners could get answers without waiting for reports or analysts, improving response time to supply and demand changes.
Better Inventory and Service Levels
Scenario planning and early warning reduced stockouts and excess inventory, improving service and working capital.
Scalable Planning
The solution supported expansion to new regions and product lines with consistent methodology and tools.
Technology Stack
GenAI
Supply Chain
Related Services & Industries
Services Used
GenAI Consulting
Leading your business to unprecedented success through innovative GenAI platforms, custom AI/ML solu...
Data Engineering & Platform
Empowering businesses with robust and scalable data foundations for intelligent insights and strateg...
AI & Intelligent Solutions
In a world driven by data, we empower businesses to innovate, automate, and transform with intellige...
Project Conclusion
Vimix's GenAI supply chain engagement gave the oil and gas client a modern, AI-augmented planning experience that improved visibility, reduced risk, and enabled faster, data-driven decisions across the supply chain.
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