StairwAI

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Stairway to AI: Ease the Engagement of Low-Tech users to the AI-on-Demand platform through AI
(description)

Facilitating user engagement in the AI4EU platform

The goal of the AI4EU on-demand platform is to bring together AI stakeholders and resources, overcoming fragmentation issues and encouraging the acceleration of AI-based innovations. Among the most fundamental objectives of the platform is to improve functionality to allow for the easy engagement of its stakeholders, namely SMEs. The EU-funded StairwAI project is targeting low-tech users with the goal of facilitating their engagement in the AI4EU platform. To that end, it will design and implement a series of AI-based services, such as natural language processing, constraint solving, optimisation and machine learning for horizontal and vertical matchmaking as well as reputation and fairness mechanisms to improve the matching results.

(objective)

The most fundamental need of the AI4EU on-demand Platform at this stage in its development is the introduction of improved functionality to allow for the easy engagements of it core targets stakeholders, namely SMEs. While additional resources and strong domain-specific solutions are also needed, it will be a wasted enterprise without a simple mechanism to match users to these assets. What is needed is a Stairway to AI, a linking bridge between users in a low-tech level to the higher-level AI resources that have the potential to transform both their business.

The StairwAI project targets low-tech users with the goal of facilitating their engagement on the AI on-demand Platform. This will be achieved through a new service layer enriching the functionalities of the on-demand platform and containing: (1) a multi-lingual interaction layer enabling conversations with the Platform in the user’s own language, (2) a horizontal matchmaking service for the automatic discovery of AI assets (tools, data sets, AI experts, consultants, papers, courses etc.) meeting the user business needs and, (3) a vertical matchmaking service that will dimension and provision hardware resources through a proper hardware provider (HPC, Cloud and Edge infrastructures).

These services are designed and implemented by using techniques in an AI for AI fashion. The AI techniques deployed in the development of the services are natural language processing for the multi-lingual interaction, constraint solving, optimization and machine learning for horizontal and vertical matchmaking, knowledge representation for organizing the platform AI assets, reputation and fairness mechanisms to improve the matching results. 

StairwAI will have a tremendous impact on the sustainability, collaboration opportunities, accessibility and fairness of the AI on-demand Platform, enabling the definition of proper business models for the uptake of AI bringing new value for EU industry.

(fields of science)natural language processing • business models • machine learning
  • (funding body) EU Horizon 2020 Framework Programme (H2020)
  • (programme) H2020-EU.2.1.1. – INDUSTRIAL LEADERSHIP — Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)
  • (topic) ICT-49-2020 – Artificial Intelligence on demand platform
  • (funding scheme) IA – Innovation Action