Artificial Intelligence Value Discovery Analysis

The participants will be able to :

• Understand both benefits and risks, as well as the aspects of AI that may fit the needs of their Organisation,

• Apply a methodology to identify and evaluate the potential ROI for AI solution implementation.

Day 1

• Introduction

• Mapping AI Technologies and their potential & their risks

• Mapping AI Techniques and their usage & their limits

• Atelier Session : Where does your organisation stand currently

• • List Problems of your organization that AI can solve in your opinion

• • Explain how and the perceived benefits

• • List the data requirements behind

• Focus on Data stacks & processing requirements : Relational, time-series and graph tools; what can be escaped and what can’t

• How to perform an unbiased AI readiness assessment in your organisation?

• Atelier Session : Perform the AI readiness assessment of your organisation

• How to identify what AI technologies and techniques is/are relevant to your organisation and processes: The performance audit approach (3E)

• How to design an AI initiative that delivers value:

• • Methodology

• • Tools

• • AI Project Business Plan

• Presentation of AI cases

• Case study focused on your organisation through an interactive exercise using the acquired knowledge based on your organisation’s :

• • Select one case and build the Programme Logic Model

• • Determine the benefits

• • Define business requirements

• • Ideation session with our experts

Day 2

• Demystifying Data Science

• Focus on neural networks and machine learning

• Understanding the data stream of an AI project :

  • Data preparation

• • Data discovery

• • Data modelling

• • Deployment ServiceS

• AI project Key Success Factors :

  • Why do AI projects fail

• • Why do AI projects succeed

• • The human aspect of an AI project

• • The ethical aspect of an AI project

• Atelier Session: Identify the risks of the Project and the Mitigation Strategies that could be implemented

• Atelier Session: A POC for your organisation :

• • Formulate the Global Vision

• • Define the Roadmap of Vision Implementation

• • Design a Proof of Concept Project to start implementing this vision

• • Identify the data needs and haves of the POC

• • Refine the Programme Logic Model of the POC

• • Review ethical, bias, and privacy aspects of the POC

• Atelier Session: A POC for your organisation :

• • Map Risks and Mitigation Plan

• • Estimate the effort (standardization and process realignment / reengineering) and the cost of the POC

• • Estimate the Benefits of the POC over 1 year

  • Calculate the ROI of the POC

At the end of the training, participants will receive a certificate of attendance issued by the House of Training.