Sophisticated Simplicity

AI Ethics by Design

Austria’s first Business Academy for AI Ethics by Design and valuebased business development. Academy for Valuebased AI — learn the method on your own project.

Sabine Singer facing a humanoid AI

Open trainings

From AI Vision to Measurable Value

Two ways in, both with your own project: one day from use case to project brief, or two blocks to a person certification with Austrian Standards.

One-day workshop · online

Early bird until 13 Nov

AI Ideation Masterclass

Fri, 20 November 2026

One day, your own use case. You work your AI idea through the ADA method, with my guidance, in a small group, and leave with a fully worked project brief.

  • 9:00–17:00 Vienna time, full day · 8 teaching units
  • Online
  • Max. 12 seats

Early-bird price €790 instead of €990 · until 13 Nov 2026incl. VAT

Certification · online

Austrian Standards · P85

Certified AI Manager

January 2027 · two blocks

You learn to lead AI initiatives value-based with the ADA AI Ethics by Design Framework™, working on your own project. Certification is by Austrian Standards to competence profile P85, as a person certification to ISO/IEC 17024.

  • Block 1: Thu 7 – Sat 9 January 2027
  • Block 2: Thu 14 – Sat 16 January 2027
  • Thu 13:00–17:30 · Fri 9:00–17:00 · Sat 9:00–14:00 Vienna time
  • Online · Max. 8 seats

€2,490 incl. 20% VAT

Optional exam at Austrian Standards: €828.00 incl. 20% VAT, registration and payment directly with Austrian Standards. Competence profile P85 (PDF) ↗

I am an authorised education partner of Austrian Standards. More programmes, including the Chief AI Officer Diploma Program: Valuebased AI Academy on goodsouls.AI ↗

Constantinus Award 2025 ceremony, 1st place Ethics & CSR

Constantinus Award 2025

1st place Ethics & CSR

Awarded for pioneering work in AI Ethics by Design to ISO/IEC/IEEE 24748-7000:2022 — datahub Tirol.

Constantinus Award 2025, 1. Platz Ethics & CSR

From AI vision to human value

I am Sabine Singer – Independent AI researcher, leadership trainer for Chief AI Officers, voice for AI Ethics by Design.

For twenty-five years I have translated technology into value that reaches people. I have carried ISO/IEC/IEEE 24748-7000:2022 into the ADA AI Ethics by Design Framework™. ADA is Valuebased Engineering for practitioners and GenAI experts.

My work begins with the question Cui Bono? — who benefits. From there come Ethical Value Requirements, and from those a system that is able to evidence its decisions. On goodsouls.AI, SophiA guides the ADA sprint and keeps that evidence.

Sabine Singer

Three pillars 2026

  • Independent AI researcher — own method, own evidence
  • Leadership trainer for Chief AI Officers — mandate, tools, proof
  • Thought leader for AI Ethics by Design — from the standard into practice
  • IEEE 7000 CertifAIed Lead Assessor
  • ISO/IEC 42001 Lead Implementer
  • Constantinus Award 2025, Ethics & CSR
ISO/IEC 42001 Lead ImplementerAuthorised education partner of Austrian Standards

Offers

Method, Academy, platform, briefing

ADA is the method. The Academy certifies. SophiA guides the sprint. The briefing keeps you current.

Method

ADA AI Ethics by Design Framework™

Three phases, twelve Building Blocks, one AI Value Creation Canvas for your project. Valuebased Engineering that a team is able to apply the next morning.

The method in detail

Academy

Valuebased AI Academy

Open training with your own AI project: the AI Ideation Masterclass, the Certified AI Manager and the Chief AI Officer Diploma Program. Dates and enrolment sit in the Academy.

See the programmes

Platform

SophiA

The AI coach for Valuebased Thinking on goodsouls.AI. She guides the ADA sprint and keeps every decision evidenced.

See SophiA ↗

The method

ADA AI Ethics by Design Framework™

AI Ethics by Design is my stance; ADA makes it usable. The ADA Value Compass guides your team through twelve Building Blocks in three phases. The AI Value Creation Canvas captures on a single page what your AI project produces along the way.

The route

ADA Value Compass

ADA Value Compass: twelve Building Blocks in a circle, ACT in red, DESIGN in yellow, ALIGN in green, with a human Quality Gate at the end of each phase
Twelve Building Blocks, from project purpose to AI governance. After each phase a human decides whether to move on.

ACT

Why · Building Blocks 01–04

Clarify purpose, value, stakeholders and the data basis.

ROI¹ Integrity

DESIGN

How · Building Blocks 05–08

Translate values into requirements, guardrails and AI behaviour.

ROI² Impact

ALIGN

What · Building Blocks 09–12

Decide on technology, change, success criteria and accountability.

ROI³ Investment

Valuebased Engineering

From MVP to MValP

From digital humanism to value-based AI system design

Valuebased Engineering is a strategic thinking method. It puts human values at the start of development and translates them into verifiable system requirements. Center of AI Excellence as a Service: advisory work, method, platform and certification in one stack.

The method in detail

Start free

Three short LinkedIn Learning courses

With 21x · about 30 minutes · entry before Academy and ADA Sprint. LinkedIn Learning (access via LinkedIn).

The courses were recorded with 21x GmbH. Access requires a LinkedIn Learning subscription or an organisation seat.

Working together

Three ways of working with me

Academy, stage, project. The same method, three ways in.

Certification

Valuebased AI Academy

New: the AI Ideation Masterclass on 20 November 2026, one day on your own use case. In January 2027 the Certified AI Manager and the Chief AI Officer Diploma Program begin. Dates and enrolment sit in the Academy on goodsouls.AI.

See the programmes

Stage

Keynotes and moderation

Keynotes, executive sessions and panels in German and English — most recently at the European Forum Alpbach.

Speaking details

Project

An ADA sprint inside your organisation

I work on your use case: elicit values, translate them into requirements, evidence the decisions.

See the method

In practice

datahub Tirol

Stakeholder co-creation along Valuebased Engineering: elicit values, prioritise them, translate them into requirements — and document the decisions so that they can be followed.

For this project I received the Constantinus Award 2025 in the category Ethics & CSR.

See references
datahub Tirol

Trusted by

Land Tirol
datahub.tirol
VERBUND
Museumsbund Österreich
WIFI · Wirtschaftskammer Österreich

Reference

What clients say

“I very much enjoyed working with Sabine on datahub.tirol. The way she approaches things, analyses them strategically and immediately thinks in win-win terms helped us a great deal with our data and AI use cases, with business modelling and with finding the USP of datahub.tirol. I can recommend Sabine warmly, above all on the subject of Valuebased Engineering.”

Fritz Fahringer · Standortagentur Tirol GmbH, datahub.tirol

Keynote, Academy or an AI project?

Tell me what is on the table. I reply with an assessment.

Write an enquiry