Use Case Retail
Data & AI Roadmap
For clients undergoing digital transformation and looking to integrate AI to optimize their operations and stay competitive, it’s essential to develop a realistic, results-oriented operational roadmap. To achieve this, fostering AI literacy among leadership and employees is crucial. This helps raise awareness, train staff, reduce resistance to change, and promote a culture of innovation. This project with an e-commerce specialist allowed us to highlight key optimizations across multiple departments by leveraging the latest AI approaches.
Challenges
The solution provided for the POC aims to validate the relevance of using data streams, such as video data and scan data, for data matching. However
Understanding
Improve understanding of AI to raise awareness of its challenges and opportunities.
Identify AI use cases
Identify AI use cases across various departments to formalize a roadmap.
Build the roadmap
Build the roadmap using use cases to meet client’s set objectives.
Solution
AI Awareness Sessions: Interactive presentations to explain the fundamental concepts of AI, its operational impacts, and how to anticipate risks.
Use Case Workshops: Collaborating with teams (Marketing, IT, Support) to analyze and identify AI use cases that could optimize their activities.
Use Case Qualification: Evaluating all use cases based on feasibility, complexity, and value to identify the most relevant ones, and grouping them by technological and business themes.
Roadmap: Formalizing a 2-year operational roadmap, with a detailed first year, including operational costs and estimated gains, to understand the profitability and performance of solutions.
Tech stack
Results
Through this initiative, participants significantly improved their understanding of AI concepts and applications, gaining valuable insights into how AI can be effectively leveraged across different departments. They also became more aware of the potential risks associated with AI and learned about the necessary mitigation measures to manage these challenges. Over 60 detailed use cases were identified, providing a comprehensive list of opportunities for optimization. The project culminated in the validation of a strategic AI roadmap, outlining actionable steps for the organization to integrate AI solutions successfully and drive long-term value.
+20%
productivity increase in France by 2035.
