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Deploying Trustworthy AI

Driving Innovation with Trusted AI Solutions
Trustworthy AI (TAI) refers to the development and deployment of AI systems that are lawful ethical, and robust. It is about ensuring that AI technologies are developed and used in a way that benefits society while minimizing the potential harms.

Lawful

respecting all applicable EU
laws and regulation

Ethical

respecting ethical principles
and values defined by EU AI Act

Robust

robust from technical and
application perspectives

Why is TAI important for European Business?

Trustworthy AI is a competitive advantage especially for small and medium-sized enterprises (SMEs) and public sector organisations, because it: 

Builds trust in AI

Trust is essential for all organizations, especially for SMEs, and public sector organizations. In the AI era, customers are more likely to engage with businesses that use AI responsibly. Therefore, Trustworthy AI demonstrates the commitment of a company to ethical AI practices that are compliant with the law, ensuring the protection of customer data, while also providing fair and transparent AI services.  

Reduces AI-related Risks

AI systems are bound to mistakes. Trustworthy AI practices help mitigate these risks, preventing potential harm to customers, building and maintaining business reputation.

How DeployAI approaches Trustworthiness?

DeployAI platform will provide a Trustworthy AI-on-Demand environment for building, training, and operating AI solutions while connecting users to tools, and relevant services, contributing to an open trusted AI European ecosystem.

We will offer

A set of Trustworthy AI services to help developers, and providers of AI solutions in their responsible AI conduct.

These services are linked with ongoing assessments related to the risk classification of AI systems based on the AI Act, voluntary holistic self-assessment practices, Trustworthy AI testing frameworks, and Trustworthy AI documentation practices among others. 
A DeployAI TAI Quality Stamp which provides an indication of a  European-compliant, Trustworthy AI solution that ensures that AI assets are trustworthy, transparent and compliant with European TAI Principles.

The platform uses a staircase TAI taxonomy to guide providers in communicating how they have built, assessed, and certified their AI solutions while ensuring compliance with ethical and regulatory standards.

Trustworthy AI services available now

Aiming to support developers (and assessors) in generating evidence that shows the trustworthiness of their AI applications, the DeployAI platform will provide interfaces and tools for testing AI applications.

The first release of the Deploy AI platform offers a demo of the AI testing framework which is currently being developed by the DeployAI partners. The AI testing framework:
  • shows how to design and execute AI tests using the DeployAI platform

  • separates the AI application under test from the tool that computes the metric (test tool or benchmarking tool) via a well defined interface

  • simplifies benchmarking of different AI applications against each other

  • is extensible for integration of further specific test tools
All in all, the AI testing framework paves the way for implementing systematic, comparable and reproducible testing in a easy-to-use and extensible manner.

AI Testing Framework  Demo

The demo of the AI testing framework shows how the framework operates in action. The  AI system under test as well as the test tool that evaluates the AI system are both executable modules in a workflow in the DeployAI AI Builder.

In the example implemented in the demo, the AI system is an object detection module and the test tool computes standardized object detection metrics. Both modules are components of an AI builder workflow. This workflow can be easily reused for running other AI applications and further tests.
Try the AI Testing Framework Demo

Upcoming Trustworthy AI services 

Some upcoming TAI tools and services that will be offered by the DeployAI platform will be:

Build Trustworthy AI with the
TAI Scan Tool

Assess the trustworthiness of your AI systems at any point during the development process, with our holistic self-assessment tool. TAI Scan guides you through legal, ethical, and robustness related considerations, helping you identify and mitigate risks throughout your AI development lifecycle in an easy to use form. 

Evaluate your AI system's trustworthiness with our LLM-powered assessment tool

The TAI Self-Assessment tool guides organisations through a process that aligns with TAI requirements, combining ethical, technical, and legal perspectives. The tool adapts to your AI system's development stage and provides actionable recommendations through an interactive dialogue system. Start your trustworthy AI journey with a solution that keeps you in control while ensuring comprehensive voluntary assessment (AIA art.95).
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The DeployAI project has received funding from the Digital Europe Programme (DIGITAL) under grant agreement №. 101146490 - DIGITAL-2022-CLOUD-AI-B-03
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