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AI-Powered Supply Chain for Automotive

Introduction

In the automotive industry, the supply chain is critical. Executives face pressure to cut costs and boost resilience while elevating competitiveness by forging a customer-centric, sustainable value chain. This dichotomy forces organizations to make a tough choice: deliver short-term wins by sticking to traditional strategies or dive into new business models demanding heightened supplier visibility and agile demand management.

Our approach empowers supply chain leaders to design the optimal solution for their business challenges. By integrating an evaluation of the supply data maturity with ROI expectations, we offer a tailored roadmap. Whether you require tactical optimization for immediate gains or seek to establish a robust data strategy for long-term, data-driven decision-making, we’re your one-stop shop.

Explore Success Stories

Ensure
order fulfillment is guaranteed through AI resilience modeling to respond to global shortages
$130M
saved in tied capital through inventory optimization for a global automotive tier 1 supplier
€840K
saved during first year of implementation of AI loading model to optimize shipping containers for a large automotive OEM
15%
decrease in energy consumption by leveraging AI to fine-tune production machine sensors for a global automotive OEM leader
60%
reduction in processing time and costs to manage compliance for a global automotive OEM leader

How to Get There?

We offer two engagement options tailored to your organization’s needs and data maturity: Tactical Supply Chain Optimization and Strategic Supply Chain Analytics. The former focuses on addressing critical and urgent demands, while the latter helps define the optimal data strategy to achieve your supply chain vision.

Tactical Supply Chain Optimization

  • Faster ROI in critical areas
  • Readiness for scalability
  • Potential funding support for a pilot implementation
  • Support for broader stakeholder alignment

Strategic Supply Chain Analytics

  • Long-term and holistic business impact
  • A robust data platform
  • Scale data-driven use cases for success
  • Digital native competitiveness

Our engagement roadmap is collaboratively defined with you and with three initial steps:

1

Art of the Possible with Adastra

Free Visioning/Complimentary Discovery Workshop

Timeframe: 1-2 days

Activities:

  • In-person or online workshop on Adastra´s vision of how to unlock value through different stages of the supply chain data maturity journey

Deliverables:

  • A presentation for executive buy-in
2

Define the Right Path

Proof of Value Phase

Timeframe: 2-4 weeks

Activities:

  • Discovery and analysis of data sources
  • Estimation of resource requirements
  • Proof of value through specific scenarios
  • Identification of risks and development of high-level mitigation plans
  • Creation of initial visualizations for KPIs, if required

Deliverables:

  • Executive presentation outlining the architecture, design, and functionality of the proof of value
  • Dashboard or other visualization interfaces, if required
3

Prepare to Scale

Minimum Viable Product Phase

Timeframe: 6-8 weeks

Activities:

  • Extraction and integration of data from various supply chain systems
  • Implementation of data cleaning and pre-processing pipelines
  • Creation of simple analytics models
  • Design and generation of dashboards and visualizations for KPIs
  • Basic scalability and performance testing to ensure solution scalability

Deliverables:

  • Executive presentation outlining minimum viable product outcomes and requirements for the scalability plan, when recommended

Selected Use Cases

GenAI to improve knowledge retrieval processes and collaboration between different business units.
GenAI and automation to streamline collaboration throughout the supply chain.
Supplier geo-analytics and suppliers’ default risk assessment for procurement.
Dealership financial risk assessment.
Demand capacity analytics to improve manufacturing planning.
AI tool to boost low-CO2 vehicle sales.
Logistic optimization.
Data mesh for supply chain management.

Do you want to learn more? Book your free initial consultation with our experts.