Supporting Democratic Decision Making Through Flexible Orchestrated, AI-based Decision Services: FAIRWork’s DAI-DSS Prototype

Content type: Online Course

Meet your instructor

 

Course details

Today’s industry is littered by increasingly difficult decisions, as a multitude of different input variables from organisational, technical and human viewpoints must be considered. The situation is further complicated by fast changing organisation and decisions contexts.

In FAIRWork, we tackle this problem by researching and designing a decentralised and flexible decision support system, called Democratic AI-based Decision Support System (DAI-DSS). In this webinar we will introduce our final prototype of the DAI-DSS, providing a framework for configurable and AI-based decision support. The framework consists of five building blocks, which can take on various forms, but work together towards finding solutions to complex decisions.

In short, the building blocks are:

  • AI Enrichment: A collection of decision services, which can be adapted and orchestrated to solve varying problems.
  • Knowledge Base: A data lake consolidating data from varying sources, like digital twins (from machines and humans), existing information systems, user provided data and even results of the DAI-DSS.
  • User Interface: A framework where tailored user interfaces can be created through configuration, providing data to and gather them from users.
  • Configurator: A set of tools and methods supporting the understanding of decision scenarios and configuring the DAI-DSS to provide support for these scenarios.
  • Orchestrator: At the heart sits the orchestrator which contains the logic of how a solution for a specific decision can be created and then executes this logic by coordinating the other building blocks and providing the result to the users.

Agenda

Introduction and Use Cases
Presenters: Rishyank Chevuri, Marlene Mayr, Christian Muck

Building Block: User Interface
Presenter: Marlene Mayr

Building Block: Configurator
Presenter: Marlene Mayr

Building Block: Orchestrator
Presenters: Marlene Mayr, Rui Fernandes

Building Block: Knowledge Base
Presenters: Rishyank Chevuri, Herwig Zeiner

Building Block: AI Enrichment
Presenters: Johanna Lauwigi, Gustavo Vieira

Summary
Presenter: Marlene Mayr