Manufacturing & Logistics
AI-Powered Supply Chain Optimization
A comprehensive AI transformation project that revolutionized supply chain operations, resulting in ₹8.5Cr annual savings and 50% efficiency improvement.
The Challenge
The Challenge
The client, a leading Indian manufacturing company with over 50 distribution centers across the country, was facing significant operational challenges that were impacting their bottom line and customer satisfaction.
- Annual losses of ₹15Cr due to supply chain inefficiencies
- Inaccurate demand forecasting leading to stockouts and overstock situations
- Manual inventory management across 50+ distribution centers
- Lack of real-time visibility into supply chain operations
- Poor coordination between procurement, production, and distribution teams
Our Solution
Our Solution
SAI Tech developed a comprehensive AI-powered supply chain optimization platform that transformed the client's operations through intelligent automation and predictive analytics.
Execution Strategy
- Phase 1: Assessment & Planning2 monthsComprehensive audit of existing processesData collection and analysisStakeholder interviewsArchitecture design
- Phase 2: AI Model Development3 monthsDemand forecasting algorithmsInventory optimization modelsAutomated procurement workflowsERP integration
- Phase 3: Platform Development2 monthsReal-time dashboardMobile applicationAPI developmentTesting & QA
- Phase 4: Deployment & Training1 monthPhased rolloutOperations team trainingChange managementPerformance monitoring
Technology Stack
Python
TensorFlow
AWS SageMaker
PostgreSQL
React
Node.js
The Impact
Measurable Results
The AI-powered solution delivered immediate and tangible business impact within the first year of implementation.
50% improvement
Supply Chain Efficiency
Overall operational efficiency across all distribution centers
35% reduction
Inventory Costs
Significant reduction in carrying costs and waste
₹8.5Cr
Annual Savings
Direct cost savings in the first year of implementation
95%
Demand Forecast Accuracy
Improvement from 70% to 95% accuracy
Additional Benefits
- Improved customer satisfaction due to better product availability
- Enhanced visibility and control over supply chain operations
- Better coordination between procurement, production, and distribution teams
- Real-time insights enabling proactive decision making
"SAI Tech's AI-powered supply chain solution has transformed our operations completely. The 50% efficiency improvement and ₹8.5Cr annual savings exceeded our expectations."
R
Rajesh Gupta
Chief Operations Officer, Leading Manufacturing Company