Designing Human–AI Systems

This course includes:

• Module 1: What human–AI interaction enables
• Module 2: Function modelling
• Module 3: Automation
• Module 4: Mixed-initiative systems, teaming and partnerships
• Module 5: Understanding and interpreting AI
• Module 6: Managing control and agency
• Module 7: Governance of human–AI systems
• Module 8: Evaluating human–AI systems

By the end of this course, you will be able to:

• derive a solution-neutral problem statement that motivates a human–AI system and arrive at a requirements specification that can be used to test the system
• design a function model of a human–AI system and analyse the types and levels of automation that can be used to address the solution-neutral problem statement
• perform a risk analysis and determine the types of risks that are inherent in the human–AI system and propose mitigation activities
• create a verification cross-reference matrix that can be used to verify that system requirements have been met for all deployment contexts relevant to the human–AI system
• develop a strategy for managing the risks and governance issues of a human–AI system
• create a validation strategy to ensure the human–AI system is fit for purpose and addresses the overall function it is intended to perform.

On successful completion of the course, you’ll receive a certificate from the University of Cambridge, along with valuable Continuing Professional Development (CPD) points and a digital badge to display on your LinkedIn profile. These Cambridge credentials not only showcase your knowledge and expertise but also demonstrate your commitment to professional development – helping future-proof your career.

This course is designed for:

Professional at a managerial or senior level in the fields of product design, system design and user experience across sectors including consumer products, technology, software, healthcare (especially relating to the production of medical devices) and financial services (including insurance and banking).

• Senior product developers: Perfect for professionals looking to integrate human–AI interaction into product design, improve user experiences and drive innovation.
• Product design managers: Ideal for those seeking to understand how AI can enhance product development, streamline design processes and deliver intuitive, user-centred solutions that meet evolving market demands.
• Lead system designers:Great for people who want to explore AI-driven system design, optimise user experiences and incorporate human–AI interaction principles into complex system architectures.
• Directors of UI/UX: Essential for leaders looking to incorporate human–AI interaction into their processes and products.
• Innovation and transformation professionals: Ideal for consultants, advisors and other professionals working on digital transformation initiatives.
• Senior decision-makers (Directors, Heads of Product and Founders): Designed for leaders actively building or influencing systems and responsible for decision-making, trade-offs and implementation.
• Professionals transitioning into AI or system design roles: Suitable for those looking to build expertise in human–AI interaction and system design.

Our flexible, online courses – delivered via a world-leading learning platform – reflect the University of Cambridge experience and values, with low learner-to-tutor ratios and academically rigorous standards.

Our online learning model is designed to help you advance your skills and specialise in emerging areas that address real-world challenges. We will help you build your network through an engaging and impactful learning journey that encourages collaboration with academics and fellow learners.

Courses are delivered in weekly modules, allowing you to plan your time effectively around existing commitments. There is an optional weekly live session, which is recorded for anyone who can’t attend. The assessment criteria will be presented to you at the start of the course, so you can approach your studies with confidence and motivation, knowing exactly what’s expected of you and how to meet those expectations.

Throughout your online learning experience with Cambridge Advance Online, you’ll have digital access to a dedicated course tutor, an expert in the field, who will help steer your learning and provide you with support and guidance every step of the way.

Level of knowledge and experience

• A level of spoken and written English sufficient to allow you to participate and succeed in the course (we recommend that you have an English Language level equivalent to an IELTS score of 7, as outlined in section 5 of our Terms of Purchase).

Materials and equipment

• Sufficient internet speed (2 Mbps up/down) for video streaming.
• See recommended browsers (opens in a new tab).
• No specialist software or IT equipment required.

Access to Virtual Learning Environment
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You can ask for support from your employer to fund this learning as part of your professional development.

Our Employer Funding guide has practical tips and templates to help you feel more confident asking for funding.

If your employer is funding your course or programme, we have several payment options available, including bank transfer (BACs), credit or debit card, and PayPal.

You can request a quote or an invoice for your organisation via our online course booking form, which will include a payment date and next steps for completing your payment.