TUPLES Releases Its Self-Assessment Tool for Trustworthy AI in Planning and Scheduling

The TUPLES Consortium is proud to announce the release of the final version of its Self-Assessment Tool (SAT) — a practical, easy-to-use online diagnostic survey designed to help developers and organizations evaluate the trustworthiness of Artificial Intelligence (AI) systems for planning and scheduling in work environments.

👉 Access the tool here: TUPLES Self-Assessment Tool

A Practical Approach to Trustworthy AI

AI is increasingly shaping decision-making in industries worldwide, from manufacturing and logistics to energy and transport. Yet, with its benefits come significant challenges: ensuring these systems are robust, transparent, safe, and aligned with ethical principles.

The TUPLES SAT was developed precisely to address this need. Building on EU Ethics Guidelines for Trustworthy AI and the experience gained throughout the TUPLES project, the SAT translates high-level principles into clear, actionable questions and recommendations tailored to the planning and scheduling domain.

Why the TUPLES SAT Stands Out

When the TUPLES team surveyed existing tools — including the well-known ALTAI framework — they identified key shortcomings:
• Too broad or too technical for varied AI use cases
• Lengthy questionnaires with heavy explanatory text
• Limited focus on technical aspects like data management and cybersecurity in relevant contexts
• Complex jargon that hindered usability for non-technical decision-makers

The SAT was designed to overcome these limitations, offering:

• A concise and targeted questionnaire
• Clear, actionable recommendations
• Focus on core technical and operational aspects
• An accessible format suitable for both technical experts and managerial staff

From Competition to Real-World Use

Initially tested by participants in the TUPLES Competition, the SAT benefited from real feedback from both researchers and practitioners. This input refined its usability, clarity, and relevance.
Now in its final version (released at Month 34 of the project), the SAT is ready for wider adoption across research institutions, industry, and public organizations engaged in planning and scheduling AI solutions.

Part of the Long-Term TUPLES Vision

The SAT is more than just a project deliverable — it is intended as a lasting resource for the AI community. By making trustworthy AI measurable and actionable, the SAT aims to foster systems that are not only effective in their purpose but also aligned with ethical standards, compliant with regulations, and designed for safe, transparent human-AI collaboration.

Whether you are developing AI-driven planning tools, evaluating third-party systems, or simply aiming to align with EU best practices, the TUPLES SAT will guide you step-by-step through a meaningful evaluation process.