Renault, the prestigious French car manufacturer, has undertaken several digital transformations in recent years. As a part of its data lake journey, Renault has seen measurable success across customer satisfaction, manufacturing, and engineering. Innovative initiatives that scan data across the data lake for keywords such as ‘incidents’ help with comprehensive insights. Renault is developing end-to-end traceability to suppliers for chargebacks to gain supply chain visibility. Incorporating data across multiple real-time streams including social feeds to understand customer sentiments about brand, products, services etc. have helped Renault align with organizational KPIs. Even on the manufacturing floor, Renault leverages IoT technology to gather streaming data from their machine sensors to implement predictive maintenance. Listen to Kamelia Benchekroun, Data Lake Squad Lead, explain how Renault has been able to harness the value of their enterprise and ecosystem data.

1. Kamelia Benchekroun
Data Lake Squad Lead
Renault Group
Renault: A Data Lake Journey

2. Drive the
Future:
2017-2022
GROUPE RENAULT IS READY TO ADDRESS
INDUSTRY CHALLENGES

3. BREAKING SILOS WITH DATA LAKE
Common Data Lake Platform
Data Governance Data Protection Data Catalog Data Analytics
SharedData
450
Connected
Users
30
Data Initiatives
and use cases
8000
Daily
Queries
3500
Service
Requests
300TB
Efficient
Storage

4. TRACEABILITY OF GEARBOX PACKAGING
UMCD
Pitesti Meca
UVD
Pitesti (Dacia)
Bursa
Nissan Sunderland
NMUK
Maubeuge (MCA)
Nissan Barcelone NMISA
No more MFM---0321
Douai
Logistics Platform
Gearbox synchronisation
Logistics Platform
Parts Management
Logistics Platform
Empty packs. Management
Choisy
REVOZ
2016 2017
345 656 430 750
Production Volume
Identify, Capture and Analyze Key Data
Maintain the chain of custody: where packages flow to and from?

5. TRACEABILITY OF GEARBOX PACKAGING
Specification
Packaging IP 68 ; 75x22x50mm
Running Temp. - 25° et +70° Celsius
Internal sensors acceleration, temperature
Shock detection 4 G (sampl. rate 1,95 Hz)
Lifetime 6,7 years (2/J, SF12)
5,6 years (12/J, SF12)
TagsSensors

6. TRACEABILITY OF GEARBOX PACKAGING
VPC
DataIntelligence
Real Time
Objects localization /
Event management
Statistics
Inventory Loops calculation
PVS
Running packaging
Optimization
TMS

7. TRACEABILITY OF GEARBOX PACKAGING

8. TRACEABILITY OF GEARBOX PACKAGING
UMCD
Pitesti Meca
UVD
Pitesti (Dacia)
Bursa
Nissan Sunderland
NMUK
Logistics Platform
Parts Management
Logistics Platform
Empty packs. Management
1,7 day
11,3 days
5,7 days
4,7 days
20 days (including transport)

9. DATALAKE CONTINOUS IMPROVEMENT
DATA DRIVEN PRODUCTS
• Product Owners
• Data Scientists
• Citizen Analysts
• Solution Architects
• Applications Developpers
DATA ENGINEERING
• Data Engineers
• Data Modelers
• Data Scientists
Datalake
Platform
Lifecycle
GOVERNANCE
• Datalake Product Owner
• Chief Data Officer
• Data stewards, architects
• Corp Policies custodians
DATA SOURCES
• Data Providers
• Data Subject Matter
• Experts (SME)
DEVOPS STANDARDS
• Continuous Integration
• Continuous Delivery
• Collaboration Tools
INFRASTRUCTURE
• On-Premise
• Cloud Services
Design
Support
TECHNOLOGY
• Open source communities
• Hortonworks, etc.
• Elastic
• Tibco, Tableau