Overview
P&G and Maruti Suzuki are global leaders in their respective industries, known for their commitment to operational excellence. Both companies faced process inefficiencies—P&G struggled with real-time warehouse inventory tracking, while Maruti sought an AI-driven solution for employee training and skill assessments.
The Opportunity
P&G – Warehouse Inventory Record Accuracy (IRA)
- Traditional inventory management methods led to discrepancies in stock records and inefficiencies in tracking storage locations.
- Manual audits were time-consuming and prone to errors, leading to fulfillment delays.
- P&G needed an intelligent system to digitally track and verify inventory in real time.
Maruti Suzuki – AI-Powered Training Assessments
- Maruti’s training academies relied on subjective manual assessments, leading to inconsistencies in evaluating workers’ skills.
- There was a need for a scalable, data-driven solution to measure training efficiency and compliance with safety protocols.
Jidoka’s Approach
- Real-Time AI Monitoring
- At P&G, Nagare integrated with existing CCTV cameras to digitally record inventory in every storage location.
- At Maruti Suzuki, Nagare created AI-powered assessment stations, tracking trainees’ adherence to SOPs, cycle times, and safety practices.
- Process Compliance & Error Prevention
- P&G leveraged AI-driven video analytics to identify discrepancies in inventory records instantly.
- Maruti Suzuki used AI-based assessments to provide objective, data-driven evaluations of worker competency.
- Seamless Integration & Scalability
- Nagare was deployed with no additional hardware requirements, leveraging P&G and Maruti’s existing infrastructure.
- Its edge AI processing ensured data security and real-time insights without cloud latency.
Big Wins for P&G & Maruti Suzuki
For P&G:
- 30% Improvement in Inventory Accuracy
- Reduced discrepancies and ensured real-time warehouse visibility.
- Faster Order Fulfillment
- Automated tracking eliminated time lost in manual stock audits.
For Maruti Suzuki:
- 25% Boost in Training Efficiency
- AI-driven assessment ensured faster, more accurate trainee evaluations.
- 35% Reduction in Rework
- Improved SOP adherence, reducing errors and inefficiencies in the production line.
Beyond P&G and Maruti: Scaling Nagare Across Industries
With successful deployments in warehouse optimization and AI-driven workforce training, Nagare’s potential extends across industries. Key applications include:
- Multi-Component Assembly Operations – Ensuring correct sequencing to prevent defects
- Kitting and Packaging – Detecting packing errors in real-time
- Manufacturing Compliance – Monitoring SOP adherence for process optimization
- Workforce Efficiency & Training – AI-assisted onboarding and upskillin
Nagare is set to redefine process optimization across diverse sectors.
Big Wins for P&G & Maruti Suzuki
30% Improvement in Inventory Accuracy
Reduced discrepancies and ensured real-time warehouse visibility.
Faster Order Fulfillment
Automated tracking eliminated time lost in manual stock audits.
25% Boost in Training Efficiency
AI-driven assessment ensured faster, more accurate trainee evaluations.
35% Reduction in Rework
Improved SOP adherence, reducing errors and inefficiencies in the production line.
By partnering with Jidoka, Diageo modernized its labeling processes, cut down on production errors, and reinforced its reputation for premium quality - every bottle, every time.

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