Step-by-step guidance for
ensuring Responsible AI

Mitigate AI risks and ensure regulatory compliance with expert guidance and training.

Navigate complexity across the AI/ML pipeline with expert
consulting and training.

Don’t let your organisation’s lack of AI governance backfire. Let’s take the first step together and help you adopt AI responsibly.
We are here every step of the way.

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Esdha’s Responsible AI Toolkit from Design to Monitoring

Esdha’s responsible Al toolkit combines cutting-edge research with hands-on experience to empower decision-makers, Al practitioners, PM, and compliance officers. With our step-by- step guidance, from Al design to monitoring, you can seemlessly align Al systems with regulatory compliance (EU AI Act), societal expectations and organisational goals.

Esdha's Responsible Al Toolkit
Esdha's Responsible Al Toolkit
AI/ ML PIPELINE
AI/ ML PIPELINE
AI/ ML PIPELINE 2
AI/ ML PIPELINE 2
AI APPLICATIONS
AI APPLICATIONS

Key stakeholders must be involved in value creation and economic profit creation throughout the design, development,

Machine learning plays a more significant role in shaping decisions that directly affect people’s lives, from

In recent years, the spotlight on responsible AI and human-centered AI has intensified—driven by the failures

Reporting bias occurs when certain patterns or perspectives are disproportionately represented in datasets, resulting in skewed

In today’s world, where information is abundant and easily accessible, understanding how it shapes user experience

Sampling bias is like representation bias, which arises from the non-random sampling of subgroups. Because of

In recent years AI systems are often making headlines for their failures. A notable example includes

Learning bias in machine learning arises from the inherent assumptions, design decisions, and optimization goals embedded

A lot of the time algorithms fail even after following systematic processes and best practices for

Machine learning (ML) is increasingly pivotal in decisions that directly impact individuals and communities. These algorithms

Imagine navigating the complex world of decisions we face every day—choosing what task to do, interpreting

Machine learning models are developed using training data that often mirrors the society they originate from.

Empower. Co-Create. Enhance Assurance.

AI Literacy Training For Businesses

More than 2,000 people have attended AI literacy training courses, representing hundreds of organisations from 40 countries. Our courses are meticulously crafted to cater to the unique needs of businesses at every stage of their AI journey, whether it’s fostering a foundational understanding of AI among staff or advancing proficiency to enhance AI compliance and assurance practices.

AI Literacy For ALL

10-16 Hours

This foundational course is for all levels of your organisation.

AI In Business Context

15-20 hours

Discover how organisations in your industry are using AI.

AI Use Case & Strategy

18-24 Hours

Establish governance frameworks, policies, and processes that govern AI systems’ development, deployment, and monitoring. 

EU AI ACT Analysis

10-24 Hours

vreUnlock AI compliance with tailored analysis & strategic planning.

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important things you should know about esdha

FAQ: Responsible AI Governance

Responsible AI principles help organisations to build transparent, explainable and ethical AI applications that generate trust and confidence. Having a clear AI governance strategy based on responsible AI principles will ensure that AI is used responsibly and optimally for an organisation by defining roles and responsibilities for teams involved in this effort.

Start AI with a Responsible AI mindset, regardless of where you are in your AI journey.

Yes, we provide assistance to organisations that are new to AI. We offer guidance, support, and customised solutions to help you navigate the AI landscape, understand its implications, and develop responsible AI practices from the start. Our expertise in AI governance and human-centred design allows us to assist organisations at any stage of their AI journey, including those who are just beginning their AI initiatives.

While a data strategy addresses specific aspects of bias and fairness, an AI governance strategy provides a broader framework to ensure responsible AI practices, manage risks, comply with regulations, and build stakeholder trust. It helps organisations navigate the complex landscape of AI and maximise the benefits while minimising potential harms.

At Esdha, we offer comprehensive AI governance services to meet the diverse needs of our clients. We understand that different organizations have unique requirements when it comes to responsible AI adoption.

Our approach is flexible and adaptable, tailored to your specific needs. Whether you require a one-time engagement or ongoing support, we can work together to design a solution that aligns with your goals.

For organizations seeking a one-off service, we provide a range of options such as AI ethics audits, developing AI governance frameworks, or conducting training sessions. These services are designed to address specific challenges and help you establish a strong foundation for responsible AI practices.

Alternatively, if you’re looking for ongoing support, we can work closely with your organization to develop and implement a comprehensive AI governance strategy. This involves conducting assessments, designing policies, providing training programs, facilitating workshops, and offering continuous guidance and support throughout your responsible AI journey.

Our team of experts is dedicated to helping you navigate the complexities of AI governance, ensuring that you can innovate with confidence while maintaining ethical standards. Reach out to us today to discuss your specific needs and explore how we can work together to achieve responsible AI adoption.

Absolutely! If you’re feeling lost or uncertain about how to navigate the world of AI governance, Esdha is here to help you every step of the way.

Our team of experienced professionals understand the challenges and complexities associated with responsible AI adoption. We have deep expertise in responsible AI governance, ethical considerations, and industry best practices. We can provide the guidance and support you need to develop a clear roadmap for your organisation.

Whether you’re just starting out with AI or already in the midst of implementation, we can help you gain clarity and confidence. Our collaborative approach involves working closely with your team to understand your unique goals, challenges, and organisational values.

We offer a range of services, including AI literacy training, AI use case and AI strategy workshops, and ongoing support. We will guide you through the process, ensuring that you have a comprehensive understanding of the principles and practices necessary for responsible AI governance.

We offer both online and in-person Responsible AI governance services to accommodate your organisation’s preferences. Whether you prefer remote collaboration or a more hands-on approach, we are flexible in our delivery methods. Contact us to discuss your needs, and we will tailor our services to suit your requirements.

We do not provide certifications for responsible AI governance. Instead, we specialise in helping organisations navigate the complexities of AI transformation by providing tailored AI governance strategies. Our focus is on guiding you through the process of implementing responsible AI practices that align with your organisational goals and values. We work closely with your team to understand your specific needs, assess risks and challenges, and co-create a comprehensive AI governance strategy that suits your unique requirements. Our goal is to empower your organisation to drive ethical and responsible AI adoption while maximising the benefits and minimising potential risks. Contact us to learn more about how we can assist your organisation in achieving responsible AI transformation.