Belgium September 27, 2022 Invitation Only Physical English

Service Management and the Art of Multi-Sourcing

During this round table, we will talk about how to organise Service Integration and Management beyond the borders of your organisation in such a way that you can provide the service users with complete transparency on the quality, cost and risks associated with the services.

Belgium September 27, 2022 Invitation Only Physical English

Smart Standards

We are all aware of the existence of "standards". They form the fundamentals of trade and economy. Today, vast libraries of ‘standards’ are offered by international organisations such as ISO, IEC, ETSI or by NBN in Belgium, covering a wide range of trades and domains to help businesses shape their products and organisations. "Standards are the distilled wisdom of people with expertise in their subject matter", as ISO describes it. For ICT as well, standards can be a source of knowledge and expertise. In a recent ISO report on future trends, technology areas like Smart cities, 5G, IoT, Edge computing, artificial intelligence, etc… are already subject to standardization initiatives. They offer not only blueprints and best practices from a technological and operational point of view but also management and even ethical guidelines on the use of new technologies. Once upon a time, these standards came on paper. Then they came on PDF and XML. Today they are offered in state-of-the-art knowledge platforms. Moreover, projects are running to make them "SMART": "Standards that are Machine Applicable Readable and Transferable". This project is about making the "traditional" content of standards readable by your machines and IT systems so that users can do all kinds of tech-savvy things with them. The project is still in its infancy, and users and industry practice will be an essential guide for its further evolution...

Poland September 28, 2022 Country Members Physical Polish

TURNING A RECESSION INTO OPPORTUNITIES

Spain September 28, 2022 Country Members Physical Spanish

Automation Quest 2022

Automation Quest Mejores prácticas para una automatización inteligente de procesos y los desafíos que implica la necesaria integración de sistemas en una mejora de eficiencia y productividad. En este encuentro de aforo limitado para 30 Digital Leaders abordaremos cómo emprender y completar el viaje hacia la automatización con éxito, profundizaremos en varios casos de éxito y contaremos con la participación de CIO y CxO que nos aportarán su experiencia y visión sobre la realidad de sus organizaciones.

UK September 28, 2022 Public Virtual English

Customer Experience in a Metaverse World

Future of Metaverse – is it a Hype or for Real? What does it mean for you and your customers?

Latam September 28, 2022 All Members Virtual Spanish

Cioscope CX & Automation

Los desafíos tecnológicos en la construcción de experiencia de cliente

Netherlands September 29, 2022 All Members Physical Dutch

Fast Forward Insights #Innovatie

Na een decennium van disruptieve technologie, van praten over digitale transformatie, zijn we in the Age of Flux beland. Veel macro-economische zaken zoals de arbeidsmarkt, global waardeketens en geopolitieke veiligheid zijn in beweging. Tegelijk zien we ook onzekerheden bij bedrijven over hun businessmodel, talent werven en de juiste innovatiestrategie. In algemene zin zien we steeds meer – non human centered – technologieën zoals bijvoorbeeld Robotics en Artificial Intelligence in ons werk en leven verschijnen. Zoals steeds bij Fast Forward Insights staat de ‘waarom’ centraal. Innovatiestrategie lijkt steeds meer een spel te worden waar snelheid de bepalende factor wordt. Aan de andere kant zien we Europese regelgeving rondom data die verantwoordelijkheden rondom digitale data steeds meer bij bedrijven en individuele bestuurders leggen. Haalt dit de snelheid eruit of neemt Europa hier het voortouw in de wereld? Al met te veel mooie voorbeelden en onderwerpen om nader te bespreken. Ook genoeg tijd om de ‘what’ en de ‘how’ te testen met je peers.

Belgium September 29, 2022 Invitation Only Physical English

Help! My Business turned into a Software Business

During this exclusive dinner we will discuss the main challenges for the CIO when the company pivots towards a software driven business model.

Latam September 29, 2022 AB Members Physical Spanish

Consejo Asesor Ciudad de México

Sesión de Consejo de Ciudad de México Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro IT Gastroclub

UK September 29, 2022 All Members Physical English

Cloud Experience, Resilience, and Agility

Join CIONET and Hitachi Vantara with a select group of your industry peers as we discuss infrastructure modernization in a hybrid-cloud world to innovate faster and stay ahead of the competition. The event is on 29th September 2022, Roger Camrass of CIONET will host the meeting. As with all CIONET events we believe that this will help empower you in your digital leadership role.

Latam October 4, 2022 AB Members Physical Spanish

Consejo Asesor Centroamérica

Sesión de Consejo de Centroamérica Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros.

Brazil October 4, 2022 All Members Virtual Portuguese

CIOSCOPE Performance

Como desenvolver (e manter) equipes de TI de alto desempenho

Spain October 4, 2022 Invitation Only Physical Spanish

Grupo de Trabajo de CIOs - Hub Asturias.

En esta sesión Saint-Gobain compartirá sus aprendizajes en el camino de construir y probar su BCP, así como las preguntas clave y retos que se están encontrando. Además visitaremos una de las líneas de producción de su fábrica de Avilés.

UK October 5, 2022 Country Members Physical English

Driving Business Agility & Growth

Join us for an evening of fine dining, first-rate networking and thought-provoking discussion in the magnificent surrounds of The Rubens at The Palace Hotel on 5 October 2022 A truly extraordinary setting for what will be a fabulous evening, a historic setting for a 21st century challenge.

UK October 6, 2022 All Members Physical English

CIONET Comes to Sweden

Join CIONET and Hitachi Vantara with a select group of your industry peers as we discuss infrastructure modernization in a hybrid-cloud world to innovate faster and stay ahead of the competition.

Belgium October 12, 2022 All Members Physical English

Cyber War & Business Risks

On October 12, CIONET brings together key protagonists of cyber warfare. Top speakers from the government, the military and even a prominent leader of the white-hat hacker community will give their vision on the cyber threat. Together with them and industry experts, we also look at scenarios 'what to do if...'.

Belgium October 13, 2022 Invitation Only Physical French

Données et intelligence Artificielle

L'IA et le ML ont le potentiel d'aider à accroître l'efficacité opérationnelle, à améliorer la fidélité des clients ou à assurer l'innovation et la différenciation concurrentielle. Pourtant, de nombreuses entreprises se demandent comment faire évoluer leur activité avec l'IA. Elles cherchent à faire passer l'IA et l'apprentissage automatique de l'environnement de laboratoire à quelque chose qui sert l'entreprise et ses opérationnelles réelles. Pour passer de quelque chose de très artisanal et bricolage à quelque chose d'industrialisé et intégré dans une opération informatique d'entreprise standard.

Latam October 14, 2022 Country Members Virtual Spanish

Lanzamiento TRIBES Latam

Sesión informativa y práctica con la participación de empresas interesadas en formar parte del  programa TRIBES en la región Latam. El programa articula la colaboración entre compañías de diferentes sectores, dispuestas a compartir y solucionar juntas retos tecnológicos, en un entorno confidencial y de no competencia.

Belgium October 17, 2022 Invitation Only Physical English

Customer Experience & Business Model Innovation

Join this lunch/dinner and hear first-hand from Gunter, CIO at Bekeart how the digital transition is shaping up at Bekeart and what are the learnings from the challenges that needed to be overcome into this journey.

UK October 18, 2022 All Members Physical English

Frameworks to foster operational resilience in supply chains through effective risk & procurement management

Join executives from Interos, Coupa and Accenture along with your industry procurement and supply chain peers for open discussion. We will be hosting this event at The Ned on the 18th October, starting at 18.30. Roger Camrass of CIONET will be your host and as with all CIONET events, we believe that this meeting of minds will help empower you in your digital leadership role.

Spain October 20, 2022 Country Members Physical Spanish

CX Quest 2022

En esta edición de CX Quest debatiremos sobre los desafíos en la construcción de estrategias de éxito en experiencia de cliente.

Germany October 20, 2022 Country Members Physical German

Die Automatisierung der Geschäftsprozesse - ein wesentlicher Bestandteil der erfolgreichen digitalen Transformation!

Die schnelle und agile Automatisierung von modellierten Geschäftsprozessen erfolgt durch eine Low-Code Entwicklung. Dabei ist die Bereitstellung eines deklarativen Werkzeuges entscheidend für den Erfolg eines Projektes. Anhand von Anwendungsbeispielen stellt Bizagi Umsetzungen und die resultierenden Mehrwerte vor. Dabei ist insbesondere die Prozessorchestrierung von besonderer Bedeutung, sie sorgt für eine schnelle Integration in vorhandene Applikationen und Technologien entlang des Geschäftsprozesses.

Belgium October 20, 2022 All Members Physical English

Cyber Security is a Team Sport

The impact of a ransomware attack is not in doubt. The consequences are felt across the organization, depriving businesses access to one of their most vital assets – data. If we know the possibilities and pitfalls, do we also know the best approach? Do we know what ransomware readiness and business resilience looks like? And if cyber security really is a team sport, how do we bring commonly-siloed parts of an organization together in an effective way?

Germany October 24, 2022 Country Members Physical German

CIONET Business IT-Collaboration

Beyond Alignment - Vorbilder aus der Praxis. Zu Gast bei der KGAL GmbH & Co. KG in Grünwald mit Dr. Anke Sax, Geschäftsführerin, Chief Technology Officer / Chief Operation Officer & Florian Martin, Geschäftsführer Capital

UK October 24, 2022 Country Members Physical English

Delivering business value through Value Stream Management and DevOps

Gitlab invites you to a discussion evening to be held at Bleeding Heart Bistro on the 24th October, with a dinner and cocktails starting at 18.00. Stephen Walters, Field CTO for Gitlab and DevOps Institute Ambassador will share a forthcoming report on Value Mapping Management and discuss the challenges and opportunities associated with tool deployment between IT and the business.

Germany October 25, 2022 Country Members Virtual German

Wie Sie Ihre Softwareentwicklung revolutionieren können, um wettbewerbsfähig zu bleiben

Wie Sie mit GitLab als Plattform Ihre DevOps-Tools und -Werkzeuge konsolidieren können? Wir stellen Ihnen an konkreten Kundenbeispielen vor, wie Sie mit GitLab die tausend unterschiedlichen Tools Ihrer DevOps Supply Chain hinter sich lassen können. Diskutieren Sie mit einem unserer Kunden, welchen wir als Überraschung mit zur Veranstaltung bringen, und uns, warum Sie Ihre Softwareentwicklung revolutionieren sollten, um wettbewerbsfähig bleiben zu können.

Brazil October 25, 2022 Public Virtual Portuguese

Data Explosion

Nesta edição do CONEXT vamos debater os desafios de gerenciar o rápido crescimento exponencial da quantidade de dados gerados e armazenados, o que nos leva a repensar a empresa orientada a dados do futuro.

Belgium October 25, 2022 All Members Physical English

Customer Data Platforms

According to Gartner, only 14% of organisations achieve a 360° view of their customer. Of those who do achieve it, 44% claim their 360-degree view resides in a customer data platform. Is the customer data platform (CDP) a must-have to ensure a customer experience that meets today's standards? Or is it "old wine in new bottles?" Is it simply a shiny new way of looking at the same old customer data hub concept? A CDP connects and combines customer data from all possible data sources and touchpoints that are part of the customer journey. It tracks and unifies that data to create one unified customer profile. This data is then used to ensure that you always deliver the right message to your customer, according to their interactions across different channels (eg: sales, marketing, service, etc). Sales have a 360° view of the customer, including products, campaigns and service inquiries to drive an optimised next-best-offer. Marketers can identify and shape every aspect of the individual customer journey. They will be able to create personalised, omnichannel campaigns to enhance customer lifetime value. Service agents will improve efficiency, better anticipate needs and personalise interactions, even close the loop back to sales to identify potential customers and proactively approach them. Sounds great!! But, is it a new goal? Is CDP the right choice for your organisation to get there?

UK October 25, 2022 Public Physical English

Delivering technology-driven innovation at speed

EY invites you to a CIO Circle event at 18:30 on 25 October at Soho Hotel in London. Paul Coby, CIO of Johnson Matthey will describe how he is helping to accelerate innovation within a global chemicals group. Michel Savoie, EY’s Partner responsible for Digital and Emerging Technologies will co-host the discussion with Roger Camrass of CIONET.

International October 26, 2022 All Members Virtual English

CIONEXT EDLOTY | FINANCE & GOVERNMENT | Navigating the Perfect Storm

‘May you live in interesting times’ has never been a more adequate description of the special era we are experiencing as a society today. As we come out of a major pandemic, we find ourselves in a perfect storm: Geopolitical Instability with the war in Ukraine and rapid deglobalisation; Financial turmoil with the growing inflation and a recession just around the corner; a major Energy and Supply Chain crisis; and the urgent need to focus on Environmental Sustainability are some of the major challenges our organisations are facing, not to mention the Consumer Confidence crisis or the global Talent Shortage. To navigate this perfect storm, a growing number of organizations are relying on digital leaders. Join our discussion with the Finance and Public sector finalists of the European Digital Leader of the Year 2023, where we review how they continue to create value in this unpredictable context and how being agile needs a greater discipline in their dynamic resource allocation for the coming years. CIONEXT is a unique opportunity to learn from the most successful Digital Leaders in the world. In this special edition, Finance and Public sector finalists of the European Digital Leader Of The Year 2023 share how they are helping their organisations to thrive amidst a confluence of crises and challenges. The discussion will be moderated by Hendrik Deckers & Nils Fonstad . Join us to learn from the best!

Poland October 26, 2022 Country Members Physical Polish

ESG IN ACTION

UK October 27, 2022 All Members Physical English

Decarbonising Your Data Centre – For The Good of the Planet and your business, too

The spectacular French restaurant, Balthazar , in all its Parisian-style glory , is the venue for this free to attend evening of fine food and great debate & discussion.

Latam November 3, 2022 AB Members Virtual Spanish

Consejo Asesor Iberoamérica

Sesión de Consejo de Iberoamérica Chapter: actualización de la comunidad, aprendizaje y debate entre los presidentes y vicepresidentes.

Brazil November 3, 2022 AB Members Virtual Spanish

Consejo Asesor Iberoamérica

Sesión de Consejo de Iberoamérica Chapter: actualización de la comunidad, aprendizaje y debate entre los presidentes y vicepresidentes.

Spain November 3, 2022 AB Members Virtual Spanish

Consejo Asesor Iberoamérica

Sesión de Consejo de Iberoamérica Chapter: actualización de la comunidad, aprendizaje y debate entre los presidentes y vicepresidentes.

UK November 3, 2022 All Members Physical English

The path to digital transformation

Citrix invites you to a Retail sector event on 20th October at Quaglino’s to discuss the evolution of the digital workplace. Christian Schwendemann, Group Technologist, Global GTM, will introduce the topic and Roger Camrass of CIONET will be your host. As with all CIONET events, we believe that this meeting of minds will help empower you in your digital leadership role.

UK November 3, 2022 All Members Physical English

CIONET UK Arrives in Amsterdam

The sumptuous surroundings of The Conservatorium Hotel is the venue for an evening of fine dining and superb networking and discussion. CIONET Invites you to join us for this free-to-attend event.

Brazil November 8, 2022 All Members Virtual Portuguese

CIOSCOPE Sustentabilidade

Como a TI poder colaborar com a ESG (Environmental, Social, and Governance)

Germany November 8, 2022 Country Members Physical German

Diversity Matters

Belgium November 8, 2022 Invitation Only Physical English

Designing a Future Ready Business

We live in a time when energy spikes, soaring inflation, broken supply chains and climate change dominate the news headlines and make business planning incredibly complex. So is your company prepared for what happens next? During this round table we will discuss your 2023 priorities and IT strategy and how you prepare your business for the future. Cognizant and Economist Impact conducted a global survey of 2,000 senior business leaders, across all verticals, to better understand the state of the modern enterprise and how leaders are preparing for long-term success. The research shows how technology, talent, and ESG strategies work together to ensure future performance. We will start the discussion by sharing the main conclusions and insights from this study.

Latam November 9, 2022 AB Members Physical Spanish

Consejo Asesor Chile

Sesión de Consejo de Santiago Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro Navidad IT Gastroclub

Brazil November 10, 2022 AB Members Physical Portuguese

Conselho Assessor São Paulo

Sessão do Conselho do Capítulo de São Paulo: atualizações da comunidade, learnings e debate entre conselheiros. Encontro de Natal IT Gastroclub.

Germany November 15, 2022 Invitation Only Physical English

Hitachi Discover - Conversations for the data-driven

Join the conversation with Fortune 500 global tech leaders and Hitachi Vantara experts. Through case studies, lightning talks and interactive panel discussions you will gain deeper insights on: Winning strategies for digital success, modernizing apps, data, and infrastructure Delivering business results faster, at lowest cost and risk with a hybrid cloud Optimizing business operations while elevating customer experiences through data fabric approaches Innovating as-a-service and cloud operations models for maximum flexibility and reliability

Latam November 15, 2022 AB Members Physical Spanish

Consejo Asesor Centroamérica

Sesión de Consejo de Centroamérica Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro Navidad IT Gastroclub

Latam November 15, 2022 AB Members Physical Spanish

Consejo Asesor Perú

Sesión de Consejo de Lima Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro Navidad IT Gastroclub

UK November 16, 2022 All Members Virtual English

Dynatrace Virtual event with wine tasting

Dynatrace invites you to a Utility sector hosted Discussion on the 16 November to discuss how to best manage this complexity with the latest techniques. Evrim Tekeşin, Regional Director at Dynatrace will introduce the report.

Latam November 16, 2022 AB Members Physical Spanish

Consejo Asesor Colombia

Sesión de Consejo de Bogotá Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro de Navidad IT Gastroclub

Poland November 17, 2022 Invitation Only Physical Polish

DIGITAL EXCELLENCE AWARDS

On November 17, 2022, we will honor the best digital transformation leaders for the sixth time. Within the framework of a competition procedure lasting several months, the Digital Excellence Awards focus on showcasing successful transformations and their effects on the company and its ecosystem. The largest companies and public institutions (Enterprise, Commercial, MidMarket) are invited to join the initiative. We encourage them to share their achievements that have measurably improved the performance of their organizations and entire business ecosystems.​ The Digital Excellence Awards is also an initiative directed at sharing digital transformation best practices and exploring inspiration.

Latam November 17, 2022 AB Members Physical Spanish

Consejo Asesor Ciudad de México

Sesión de Consejo de Ciudad de México Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Encuentro de Navidad IT Gastroclub

Belgium November 22, 2022 Invitation Only Physical English

AI-driven Supply Chain Planning

During this exclusive dinner we will discuss whether the implementation of autonomous supply chain planning is a common mission of the CIO and the SCM team or just a technological illusion and mission impossible for the CIO

UK November 23, 2022 All Members Virtual English

CIO Business Community Program

The Bank of England has indicated that it believes the economy is already "in recession" amid an interest rate hike to their highest in more than 13 years. With this in mind, we are happy to bring you insights from the UK’s top leaders to navigate you through this challenging period.

Latam November 23, 2022 All Members Virtual Spanish

Cioscope Data & IA

Entrega de valor a negocio a través de los datos y la implementación de IA

Spain November 24, 2022 Invitation Only Virtual & Physical Spanish

Programa Esade CIONET

Programa Consejeros CIONET. Sesión Kick-Off 2023

Spain November 24, 2022 AB Members Physical Spanish

Consejo Asesor Madrid Sesión 43

Sesión de Consejo de Madrid Chapter nº 44: actualización de la comunidad, aprendizaje y debate entre consejeros. Fiesta de Navidad IT Gastroclub.

Spain November 30, 2022 Country Members Physical Spanish

Data Quest Madrid

En esta edición de Data Quest pondremos el foco en los grandes desafíos que supone entregar valor en un escenario de Data Economy a través de la información, la inteligencia artificial y el correcto aprovechamiento de los insights orientados a negocio. Solo para miembros CIONET en activo. Madrid (presencial).

Netherlands December 1, 2022 All Members Physical Dutch

Fast Forward Insights #Security

Altijd al een willen weten wat er nou besproken wordt op board level rondom cybersecurity? Altijd al eens mee willen luisteren met de Cybersecurityraad? 1 december kan deze inzichten krijgen. Zijn we als land, bedrijven en professionals goed genoeg. Delen we genoeg kennis en zijn we transparant genoeg. Compliance, data soevereiniteit, allerlei Europese data acts, aansprakelijkheid, ransomware, betalen of niet, geopolitieke ontwikkelingen. Genoeg om over te spreken de top specialisten en mee te voelen met slachtoffers. Kom ook en werk alvast aan je eigen contingencyplan.

Latam December 1, 2022 Public Virtual Spanish

The next growth horizon

En este CIONEXT Iberoamérica debatiremos sobre el papel de la tecnología y la transformación digital en la transición hacia cadenas de valor más ecológicas que nos lleven a posicionarnos en escenarios cero neto de crecimiento sostenible.

Brazil December 1, 2022 Public Virtual Portuguese

The next growth horizon

Nesta edição do CONEXT vamos debater o papel da tecnologia e da transformação digital na transição para cadeias de valor mais green que nos levem a nos posicionar em cenários net zero de crescimento sustentável.

Spain December 1, 2022 AB Members Physical Spanish

Consejo Asesor Barcelona Sesión 17

Sesión de Consejo de Barcelona Chapter nº 17: actualización de la comunidad, aprendizaje y debate entre consejeros. Fiesta de Navidad IT Gastroclub.

Spain December 1, 2022 Public Virtual Spanish

The next growth horizon

En este CIONEXT Iberoamérica debatiremos sobre el papel de la tecnología y la transformación digital en la transición hacia cadenas de valor más ecológicas que nos lleven a posicionarnos en escenarios cero neto de crecimiento sostenible.

Belgium December 5, 2022 All Members Physical English

The Fuzzy Organisation

In a world that is in constant and rapid change, being responsive, able to cope with those changes swiftly is a crucial quality an enterprise needs to remain in the race and survive in the long term. Large enterprises often realise they are hindered by their size and structure and go for collaboration or co-creation either with customers or with start-ups, smaller companies or other external niche suppliers to bring in the agility, speed, competencies and market insights they are looking for. Mixed teams are set up. Groups of companies, customers, suppliers and partners jointly work within diverse ecosystems on programs that have a common interest to all of them. They often do this in an agile way and within structures that are temporarily set up and can quickly change and adapt to the evolving needs. This modus operandus makes the boundaries of each organisation fuzzy. It requires a different governance and management style but seems to become a common practice of market-leading companies.

Poland December 8, 2022 Country Members Physical Polish

CIO CAREER PATH

Poland December 14, 2022 Country Members Physical Polish

Wartość danych i analityki dla organizacji

Firmy rozpoczynające przygodę z analityką zwykle oczekują sprawdzonych zastosowań i wzorców techniczno-organizacyjnych w tej dziedzinie. Za to organizacje już stosujące analitykę i uczenie maszynowe do bezpośredniego wsparcia decyzji w procesach biznesowych poszukują metod uporządkowania pracy nad tworzeniem i utrzymaniem równocześnie wielu modeli analitycznych. Jednak w każdym przypadku podstawowym pytaniem, przed którym staje organizacja to kwestia policzenia zwrotu z inwestycji w takie rozwiązania oraz opracowania metody wyboru projektów analitycznych, które przyniosą największą wartość w organizacji.

Belgium December 15, 2022 AB Members Physical English

AB Christmas Dinner

Latam December 15, 2022 AB Members Virtual Spanish

Consejo Asesor Buenos Aires

Sesión de Consejo de Buenos Aires Chapter: actualización de la comunidad, aprendizaje y debate entre consejeros. Fiesta de Navidad IT Gastroclub

Spain January 24, 2023 Country Members Physical Spanish

The Rock: Tech Trends 2023

Comienza el año conociendo las tendencias tecnológicas de la mano de los principales protagonistas y líderes digitales de nuestro país.

Poland March 15, 2023 Country Members Physical Polish

Data Governance, Compliance & Ethics

Korzystanie z danych i analityki w niewłaściwy sposób może prowadzić do różnic interpretacyjnych, problemów z odnalezieniem właściwych informacji, a co za tym idzie wprowadza ryzyko podjęcia niewłaściwych decyzji. Odpowiednia organizacja procesów Data Governance pozwala uporządkować świat danych w organizacji, odpowiednio zorganizować odpowiedzialność za nie i zapanować nad ich jakością i aktualności. Organizacje posługujące się danymi podlegają też regulacjom oraz powinny wdrażać odpowiednie normy etyczne związane z unikaniem dyskryminacji i ryzykiem podejmowania nieetycznych decyzji z wykorzystaniem danych.