Programme Specification

MSc Digital Innovation and Entrepreneurship

Opportunities to innovate through technology are more abundant than ever, transforming industries and creating new pathways for those ready to lead.

This programme gives you the tools to stay ahead, blending the art of entrepreneurship with cutting-edge digital technologies. You will develop the skills needed to craft compelling business cases, design user-centred digital products, and lead transformative innovation.

You will learn how to leverage the digital economy, harness AI for business, and navigate the complexities of modern requirements engineering. This course is designed to prepare you to lead in a future where digital innovation drives success across every industry.

Mode(s) of Study Qualification Level Framework Credits Hours HECoS Code
Full-time Blended Learning
Part-time Blended Learning
Postgraduate FHEQ - L7 CATS 180, ECTS 90 1800 enterprise and entrepreneurship (101221)

Award Information

Final Award MSc Digital Innovation and Entrepreneurship
Type of Qualification Master's Degree
Awarding Body London School of Innovation (subject to New DAPs)
Teaching Institute London School of Innovation
Exit Award(s) PgDip (120 credits), PgCert (60 credits)

Programme Details

Language Of Programme Applicable FHEQ Descriptor Applicable Subject Benchmark Statement
English FHEQ Level 7 descriptor QAA Computing Subject Benchmark Statement

Entry Criteria

Requirement Type Details
Academic Qualifications An undergraduate degree or equivalent in any of the following:
Software engineering/computer science
Any Computing/IT
STEM (science, technology, engineering or math)
Management/Business studies
Required Work Experience at least 4 years' commercial experience in a technical or managerial position involving intellectually challenging day-to-day tasks.
English Language IELTS Level [Min. 7 ]

Programme Aims

Skill Development True innovation requires more than creativity. It demands mastery of strategic and practical skills. This programme sharpens your ability to analyse business needs, pitch bold ideas, and develop digital ventures. You will dive deep into modern requirements engineering, equipping you to deliver solutions that meet both technical demands and user expectations. Mastering interaction design will give you the power to create intuitive digital experiences. With advanced modules in leadership and AI, you will also build the strategic vision and technical know-how required to drive innovation across industries, positioning yourself as a forward-thinking leader in the digital age.
Real World Application Innovation is not just about theory. It is about applying what you learn to solve real-world challenges. Throughout this course, you will work on practical projects that reflect the realities of today’s business landscape. From developing business pitches to creating digital products that are user-centred, your learning will be rooted in practical outcomes. You will gain hands-on experience in leveraging AI to drive business transformation and applying digital acumen to boost organisational performance. By the end, you will not only understand the theory behind digital innovation, but you will have a portfolio of work that proves your ability to implement it.
Career Prospects Digital innovators are in high demand across the globe. As industries embrace digital transformation, the need for skilled leaders who can navigate this change has never been greater. This programme prepares you to step into key roles such as innovation managers, digital entrepreneurs, and AI strategists. Whether you are launching your own venture or driving change within a larger organisation, the skills and experience you will gain open doors to a wide range of career opportunities. Graduates from this course are equipped to shape the future of business, leading with confidence and clarity in the digital economy.
Personal Growth True innovation comes from a deep understanding of both technology and yourself. This programme challenges you to think beyond the ordinary, helping you develop not only as a professional but as a visionary leader. You will refine your decision-making and communication skills, enhancing your ability to influence and inspire others. Along the way, you will build resilience and confidence in navigating complex digital landscapes. As you master new technologies and leadership approaches, you will also learn to embrace uncertainty and turn challenges into opportunities. By the end of the course, you will be equipped with the mindset and skills to lead with purpose in the age of digital innovation.

Learning Outcomes

FHEQ Level 7 (Threshold Academic Standard)
Qualification Descriptor Programme outcome(s)
Domain knowledge
Systematic understanding of knowledge in their field
Demonstrate a systematic understanding of digital innovation and entrepreneurship by synthesising advanced knowledge of leadership, user-centred systems, AI strategies, and digital delivery. Critically evaluate diverse frameworks to address organisational and societal challenges, ensuring digital solutions are aligned with ethical, economic, and technological imperatives. Exhibit a broad mastery of principles, from interaction design to requirements engineering, equipping students to meet the demands of rapidly evolving industries with precision and foresight.
Problems and new ideas in the field
Critical awareness of current problems or new ideas in their field
Critically analyse and evaluate contemporary issues, challenges, and innovations within the digital economy, identifying emerging trends and technologies. Propose creative, evidence-based solutions to address complex business problems, leveraging AI, digital delivery, and entrepreneurial strategies. Demonstrate agility in exploring and applying novel ideas that respond to societal and organisational demands, fostering adaptability and resilience while anticipating future technological transformations in diverse global contexts.
Techniques
Comprehensive understanding of applicable techniques in their field
Apply a comprehensive understanding of advanced techniques, including interaction design, digital acumen, and AI implementation, to deliver effective, user-centred solutions. Employ rigorous methodologies to manage projects, elicit requirements, and drive innovation across sectors. Critically evaluate the practical application of digital tools and frameworks, ensuring that solutions are effective, sustainable, and aligned with strategic objectives. Adapt and refine techniques to address evolving needs, balancing technical, social, and economic considerations in complex environments.
Originality
Show some originality in applying knowledge
Exhibit originality in crafting innovative digital solutions that address both user and organisational requirements. Integrate advanced leadership principles, AI strategies, and requirements engineering to propose transformative approaches within business and technology. Demonstrate creativity by developing digital ventures and presenting compelling business cases while confidently navigating uncertainty. Apply knowledge uniquely to solve multifaceted problems, ensuring that outputs reflect ethical, sustainable, and impactful innovation across dynamic global industries.
Knowledge discernment
Practical understanding of how to create and interpret knowledge in their field using established techniques of research and enquiry
Critically interpret and generate knowledge using established research methods, including digital requirements elicitation, advanced leadership evaluation, and AI-driven business strategies. Apply rigorous inquiry to design and assess user-centred systems, ensuring alignment with organisational objectives and stakeholder needs. Reflect on and refine research processes, deriving insights that balance technical, human, and strategic demands. Demonstrate discernment in drawing actionable conclusions from data and evidence, strengthening organisational resilience and responsiveness to an ever-changing environment.
Research critique
Conceptual understanding so they can criticise and evaluate the current research papers in their field, and the current methodologies and techniques.
Critically evaluate current research, methodologies, and techniques in the fields of digital innovation and entrepreneurship. Analyse and interrogate established frameworks, drawing upon insights from interaction design, leadership, and AI to propose alternative approaches. Synthesise research findings to identify gaps, assess their implications, and recommend enhancements. Develop a nuanced understanding of the ethical, economic, and social dimensions of digital transformation, enabling informed critique of scholarly work and practical application within complex and evolving professional contexts.
CMI Level 7 (Subject Benchmark Statement)
Qualification Descriptor Programme outcome(s)
Knowledge and understanding
Systematic and deep understanding of relevant knowledge about organisations
Demonstrate a systematic and deep understanding of organisations and their complexities by critically analysing their strategic, digital, and operational challenges. Synthesise advanced theories and practices to evaluate and transform organisational processes, drawing on digital innovation, leadership, and AI to address multifaceted demands. Integrate emerging business models with practical insights to anticipate the implications of global, economic, and ethical considerations on organisational success.
Skills
Excellent command of subject-specific techniques and skills, relevant to the appropriate field of business and management
Master and apply advanced subject-specific techniques to identify, design, and lead innovative digital solutions. Develop exceptional analytical, technical, and leadership capabilities to deliver projects aligned with organisational goals. Employ user-centred design, requirements engineering, and AI strategies to meet business demands while navigating the complexities of digital ecosystems. Use sophisticated methods to articulate compelling business cases and implement strategies that drive transformative outcomes across diverse environments.
Critical perspective
Critical awareness of current issues in business and management, informed by leading edge research and practice in the field, and a proactive and independent approach to learning
Develop a critical awareness of pressing issues in business and management by engaging with cutting-edge research, digital trends, and entrepreneurial methodologies. Apply independent judgment to scrutinise the societal, environmental, and technological dimensions influencing innovation. Evaluate digital tools and leadership approaches to address global business challenges, demonstrating resilience and strategic foresight in navigating uncertainty. Integrate diverse perspectives to foster innovation within a rapidly evolving global landscape.
Original application
Apply relevant knowledge to a range of complex situations, with originality and creativity

Create and implement original and creative solutions to address complex organisational challenges by synthesising interdisciplinary knowledge. Use digital technologies, AI strategies, and advanced business acumen to design innovative solutions tailored to evolving user needs and market demands. Apply a reflective and entrepreneurial approach to problem-solving, enabling the delivery of robust, scalable, and sustainable outcomes. Demonstrate ingenuity by transforming theoretical insights into practical innovations that drive business transformation and create measurable value.
Practical application
Practical understanding of how established techniques of research and enquiry are used to create and interpret knowledge in business and management, or in a specialist field within it
Demonstrate a practical understanding of established research techniques by critically investigating business challenges and delivering evidence-based insights. Leverage advanced tools in interaction design, digital delivery, and leadership to inform data-driven decisions and organisational strategies. Use enquiry-based methods to develop and assess innovative solutions, balancing technical demands with ethical, social, and user-centric considerations. Present complex findings coherently, demonstrating proficiency in designing and managing impactful digital innovations across diverse industries.
Ethical values
Commitment to championing, managing and leading with a strong sense of global social responsibility, ethical values and behaving with integrity in complex business and management environments
Lead with integrity and champion ethical principles by integrating global social responsibility into innovative digital solutions. Evaluate the ethical implications of organisational decisions, ensuring compliance with data governance, inclusivity, and sustainability principles. Advocate for responsible AI use and ethical digital practices to create equitable and resilient business outcomes. Foster transparency, well-being, and trust within teams and organisations, building a culture of accountability and ethical innovation in dynamic and diverse environments.
Global values
Ability to take an international perspective, including understanding the impact of globalisation on businesses, societies and the environment
Adopt an international perspective to assess the impacts of globalisation on organisations, societies, and the environment. Critically evaluate how global trends shape innovation and business strategies, using advanced digital acumen and leadership skills to navigate these complexities. Address cross-cultural challenges by embedding adaptability, sustainability, and entrepreneurial thinking into strategic decision-making. Demonstrate sensitivity to diverse perspectives, fostering inclusive and globally relevant solutions that reflect the interconnected nature of the digital economy.

Programme Structure

To qualify for the Master's Degree (MSc) you must achieve 180 CATS credits from the following.

Core

Title Code Credits Level Teaching System Duration
Digital Entrepreneurship (DE71) DE71 30 FHEQ - L7 Professional 30 4 Months Spec
Master's Final Project (FP10) FP10 60 FHEQ - L7 Postgraduate Final Project 60 4 Months Spec
Interaction Design for User-Centred Systems (VS71) VS71 15 FHEQ - L7 Technical 15 4 Months Spec
Digital Delivery Management (DM71) DM71 30 FHEQ - L7 Professional 30 4 Months Spec
Advanced Leadership for Innovation (AL71) AL71 15 FHEQ - L7 Professional 15 4 Months Spec
AI in Business: Strategies and Implementation (MA71) MA71 15 FHEQ - L7 Professional 15 4 Months Spec

Optional

Title Code Credits Level Teaching System Duration
Modern Requirements Engineering (RE71) RE71 15 FHEQ - L7 Professional 15 4 Months Spec
Advanced Digital Acumen (DA71) DA71 15 FHEQ - L7 Foundational 15 4 Months Spec

Programme Modules Outcomes Map

The following mapping demonstrates how the programme outcomes are all addressed by the module outcomes.
In compliance with the School's regultations, every programme outcome is covered by at least one core module outcome.

FHEQ Level 7 (Threshold Academic Standard)

Descriptor
Core
DE71
Digital Entrepreneurship
Core
FP10
Master's Final Project
Core
VS71
Interaction Design for User-Centred Systems
Core
DM71
Digital Delivery Management
Core
AL71
Advanced Leadership for Innovation
Core
MA71
AI in Business: Strategies and Implementation
Optional
RE71
Modern Requirements Engineering
Optional
DA71
Advanced Digital Acumen
Domain knowledge
Demonstrate a systematic understanding of digital innovation and entrepreneurship by synthesising advanced knowledge of leadership, user-centred systems, AI strategies, and digital delivery. Critically evaluate diverse frameworks to address organisational and societal challenges, ensuring digital solutions are aligned with ethical, economic, and technological imperatives. Exhibit a broad mastery of principles, from interaction design to requirements engineering, equipping students to meet the demands of rapidly evolving industries with precision and foresight.
LO1, LO2 LO1 LO1 LO1 LO1 LO1 LO1, LO2
Problems and new ideas in the field
Critically analyse and evaluate contemporary issues, challenges, and innovations within the digital economy, identifying emerging trends and technologies. Propose creative, evidence-based solutions to address complex business problems, leveraging AI, digital delivery, and entrepreneurial strategies. Demonstrate agility in exploring and applying novel ideas that respond to societal and organisational demands, fostering adaptability and resilience while anticipating future technological transformations in diverse global contexts.
LO3, LO1, LO2, LO4 LO1 LO2, LO3, LO1 LO2, LO3, LO1 LO2, LO1, LO3 LO2, LO1 LO2, LO1, LO3 LO3, LO1, LO2
Techniques
Apply a comprehensive understanding of advanced techniques, including interaction design, digital acumen, and AI implementation, to deliver effective, user-centred solutions. Employ rigorous methodologies to manage projects, elicit requirements, and drive innovation across sectors. Critically evaluate the practical application of digital tools and frameworks, ensuring that solutions are effective, sustainable, and aligned with strategic objectives. Adapt and refine techniques to address evolving needs, balancing technical, social, and economic considerations in complex environments.
LO6, LO5 LO2, LO3 LO4 LO5, LO4 LO5, LO4 LO3, LO4 LO4, LO5 LO4
Originality
Exhibit originality in crafting innovative digital solutions that address both user and organisational requirements. Integrate advanced leadership principles, AI strategies, and requirements engineering to propose transformative approaches within business and technology. Demonstrate creativity by developing digital ventures and presenting compelling business cases while confidently navigating uncertainty. Apply knowledge uniquely to solve multifaceted problems, ensuring that outputs reflect ethical, sustainable, and impactful innovation across dynamic global industries.
LO3, LO6, LO4, LO5 LO1, LO2, LO3 LO4, LO2, LO3 LO2, LO3, LO5, LO4 LO5, LO2, LO4, LO3 LO2, LO3, LO4 LO2, LO3, LO4, LO5 LO3, LO4
Knowledge discernment
Critically interpret and generate knowledge using established research methods, including digital requirements elicitation, advanced leadership evaluation, and AI-driven business strategies. Apply rigorous inquiry to design and assess user-centred systems, ensuring alignment with organisational objectives and stakeholder needs. Reflect on and refine research processes, deriving insights that balance technical, human, and strategic demands. Demonstrate discernment in drawing actionable conclusions from data and evidence, strengthening organisational resilience and responsiveness to an ever-changing environment.
LO3, LO4 LO1 LO2, LO3 LO2, LO3 LO2, LO3 LO2 LO2, LO3 LO3
Research critique
Critically evaluate current research, methodologies, and techniques in the fields of digital innovation and entrepreneurship. Analyse and interrogate established frameworks, drawing upon insights from interaction design, leadership, and AI to propose alternative approaches. Synthesise research findings to identify gaps, assess their implications, and recommend enhancements. Develop a nuanced understanding of the ethical, economic, and social dimensions of digital transformation, enabling informed critique of scholarly work and practical application within complex and evolving professional contexts.
LO3, LO1, LO2, LO4 LO1 LO2, LO3, LO1 LO2, LO3, LO1 LO2, LO1, LO3 LO2, LO1 LO2, LO1, LO3 LO3, LO1, LO2

CMI Level 7 (Subject Benchmark Statement)

Descriptor
Core
DE71
Digital Entrepreneurship
Core
FP10
Master's Final Project
Core
VS71
Interaction Design for User-Centred Systems
Core
DM71
Digital Delivery Management
Core
AL71
Advanced Leadership for Innovation
Core
MA71
AI in Business: Strategies and Implementation
Optional
RE71
Modern Requirements Engineering
Optional
DA71
Advanced Digital Acumen
Knowledge and understanding
Demonstrate a systematic and deep understanding of organisations and their complexities by critically analysing their strategic, digital, and operational challenges. Synthesise advanced theories and practices to evaluate and transform organisational processes, drawing on digital innovation, leadership, and AI to address multifaceted demands. Integrate emerging business models with practical insights to anticipate the implications of global, economic, and ethical considerations on organisational success.
Skills
Master and apply advanced subject-specific techniques to identify, design, and lead innovative digital solutions. Develop exceptional analytical, technical, and leadership capabilities to deliver projects aligned with organisational goals. Employ user-centred design, requirements engineering, and AI strategies to meet business demands while navigating the complexities of digital ecosystems. Use sophisticated methods to articulate compelling business cases and implement strategies that drive transformative outcomes across diverse environments.
Critical perspective
Develop a critical awareness of pressing issues in business and management by engaging with cutting-edge research, digital trends, and entrepreneurial methodologies. Apply independent judgment to scrutinise the societal, environmental, and technological dimensions influencing innovation. Evaluate digital tools and leadership approaches to address global business challenges, demonstrating resilience and strategic foresight in navigating uncertainty. Integrate diverse perspectives to foster innovation within a rapidly evolving global landscape.
Original application
Create and implement original and creative solutions to address complex organisational challenges by synthesising interdisciplinary knowledge. Use digital technologies, AI strategies, and advanced business acumen to design innovative solutions tailored to evolving user needs and market demands. Apply a reflective and entrepreneurial approach to problem-solving, enabling the delivery of robust, scalable, and sustainable outcomes. Demonstrate ingenuity by transforming theoretical insights into practical innovations that drive business transformation and create measurable value.
Practical application
Demonstrate a practical understanding of established research techniques by critically investigating business challenges and delivering evidence-based insights. Leverage advanced tools in interaction design, digital delivery, and leadership to inform data-driven decisions and organisational strategies. Use enquiry-based methods to develop and assess innovative solutions, balancing technical demands with ethical, social, and user-centric considerations. Present complex findings coherently, demonstrating proficiency in designing and managing impactful digital innovations across diverse industries.
Ethical values
Lead with integrity and champion ethical principles by integrating global social responsibility into innovative digital solutions. Evaluate the ethical implications of organisational decisions, ensuring compliance with data governance, inclusivity, and sustainability principles. Advocate for responsible AI use and ethical digital practices to create equitable and resilient business outcomes. Foster transparency, well-being, and trust within teams and organisations, building a culture of accountability and ethical innovation in dynamic and diverse environments.
Global values
Adopt an international perspective to assess the impacts of globalisation on organisations, societies, and the environment. Critically evaluate how global trends shape innovation and business strategies, using advanced digital acumen and leadership skills to navigate these complexities. Address cross-cultural challenges by embedding adaptability, sustainability, and entrepreneurial thinking into strategic decision-making. Demonstrate sensitivity to diverse perspectives, fostering inclusive and globally relevant solutions that reflect the interconnected nature of the digital economy.

Mode(s) of Study

Students can choose either of the following. Entry points can be at the beginning of any semester in the School's academic calendar (February, June or October) where an entry cohort is provisioned. For each semester of each year, the School's website will set out whether an entry cohort for this programme is scheduled.

Please view the programme page on our website for the latest information.

Title Duration Location Asynchronous learning Synchronous learning
1 Full-time Blended Learning
Ideal for students who can fully commit to weekly classes (in-person or remotely) and willing to immerse in full-time education.
12 months
Students can begin in any of our standard semesters, on the first of February, June or October, and complete the programme in 3 consecutive semesters, studying 60 credits per semester.
On-campus or online. All modules delivered at LSI will allow remote attendance in order to promote flexibility, access, and participation. Our advanced, AI-enhanced online learning platform elevates student engagement. It features the Interactive Knowledge Graph (IKG) for efficient, engaging knowledge attainment, alongside AI-guided activities like quizzes, discussions, Q&A, and immediate feedback on practical tasks, supplementing synchronous classes. Rather than conventional lectures, our academic staff and subject-matter experts focus on interactive methods in live classes, facilitating problem-solving, role-play, case studies, discussions, and teamwork. Students attend these weekly sessions to engage in structured social learning. Our hybrid approach blends the convenience of digital resources with the motivation of human interaction.
2 Part-time Blended Learning
Ideal for students busy with work/life commitments, but who can commit to weekly classes (in-person or remotely).
24 months
Students can begin in any of our standard semesters, on the first of February, June or October, and complete the programme within 2 years. Per semester, they typically study 30 credits. Each taken module should begin and end within the same semester, except the final project, which can be stretched across two.
On-campus or online. All modules delivered at LSI will allow remote attendance in order to promote flexibility, access, and participation. Our advanced, AI-enhanced online learning platform elevates student engagement. It features the Interactive Knowledge Graph (IKG) for efficient, engaging knowledge attainment, alongside AI-guided activities like quizzes, discussions, Q&A, and immediate feedback on practical tasks, supplementing synchronous classes. Rather than conventional lectures, our academic staff and subject-matter experts focus on interactive methods in live classes, facilitating problem-solving, role-play, case studies, discussions, and teamwork. Students attend these weekly sessions to engage in structured social learning. Our hybrid approach blends the convenience of digital resources with the motivation of human interaction.

Credit Structure

The following are examples only. For more information, please read the school's registration regulations .

Full-time Blended Learning Example 1 (total of 180 credits)
Taught modulesFinal project
Year 1 Semester 160
Year 1 Semester 260
Year 1 Semester 360
Total12060
Full-time Blended Learning Example 2 (total of 180 credits)
Taught modulesFinal project
Year 1 Semester 160
Year 1 Semester 23030
Year 1 Semester 33030
Total12060
Part-time Blended Learning Example (total of 180 credits)
Taught modulesFinal project
Year 1 Semester 130
Year 1 Semester 230
Year 1 Semester 330
Year 2 Semester 130
Year 2 Semester 230
Year 2 Semester 330
Total12060

Teaching Systems

Name Workload Assessment Modules
Professional 30

Standard LSI teaching system for 30-credit modules for foundational subjects focusing mostly on understanding key concepts, with minimal hands-on technical skills or professional practice.

146h πŸ•‘ Independent reading, exploration and practice
1.5h πŸ•‘ Introductory lecture
13.5h πŸ•‘ Workshop/Lab Sessions
18h πŸ•‘ Case Study Review
40h πŸ•‘ Summative assessment
36h πŸ•‘ Concept learning (knowledge graph)
18h πŸ•‘ AI formative assessment
27h πŸ•‘ Individual or group assignments
Total: 300 hours
50% K T I P Individual Essay Coursework
50% I K P Invigilated Exam
DE71, DM71
Postgraduate Final Project 60

A practical project module, suitable for the final project of a specialist master's programme, with one-to-one supervisory meetings every 2 weeks for 45 minutes per session on average. This involves learning the concepts in the glossary of research methods and best-practices.

276h πŸ•‘ Independent reading, exploration and practice
4.5h πŸ•‘ One-to-one project supervision meeting
1.5h πŸ•‘ Introductory lecture
18h πŸ•‘ Concept learning (knowledge graph)
300h πŸ•‘ Individual Research
Total: 600 hours
50% I K P Research Module Assessment: Final Report
15% K I P Research Module Assessment: Presentation
35% T I K P Research Module Assessment: Artefact
FP10
Professional 15

Standard LSI teaching system for 15-credit modules for professional subjects focusing on understanding key concepts and processes, and developing management or analytical skills.

18h πŸ•‘ Concept learning (knowledge graph)
9h πŸ•‘ AI formative assessment
61.5h πŸ•‘ Independent reading, exploration and practice
9h πŸ•‘ Case Study Review
13.5h πŸ•‘ Workshop/Lab Sessions
24h πŸ•‘ Summative assessment
1.5h πŸ•‘ Introductory lecture
13.5h πŸ•‘ AI Roleplay
Total: 150 hours
50% I T K P Simulation and Role Playing Assessment
50% I K P Invigilated Exam
RE71, AL71, MA71
Technical 15

Standard LSI teaching system for 15-credit modules for subjects requiring hands-on technical skills.

18h πŸ•‘ Concept learning (knowledge graph)
9h πŸ•‘ AI formative assessment
1.5h πŸ•‘ Introductory lecture
13.5h πŸ•‘ Workshop/Lab Sessions
18h πŸ•‘ Individual or group assignments
30h πŸ•‘ Summative assessment
51h πŸ•‘ Independent reading, exploration and practice
9h πŸ•‘ Case Study Review
Total: 150 hours
40% I K P Invigilated Exam
60% I T P K Technical Analysis and Solution Assessment
VS71
Foundational 15

Standard LSI teaching system for 15-credit modules for foundational subjects focusing mostly on understanding key concepts, with minimal hands-on technical skills or professional practice.

57h πŸ•‘ Independent reading, exploration and practice
1.5h πŸ•‘ Introductory lecture
9h πŸ•‘ AI formative assessment
18h πŸ•‘ Concept learning (knowledge graph)
18h πŸ•‘ Individual or group assignments
24h πŸ•‘ Summative assessment
13.5h πŸ•‘ Workshop/Lab Sessions
9h πŸ•‘ Case Study Review
Total: 150 hours
50% K T I P Individual Essay Coursework
50% I K P Invigilated Exam
DA71

Teaching and Learning Methods

Each module will specify its teaching system, including weighted teaching and learning activities, which will be drawn from the following pool as appropriate.

Name Description
1 Introductory lecture

This is the first weekly session, dedicated to providing a comprehensive introduction to the module. The module leader will present an overview of the subject, elucidating its importance within various digital engineering professions and its interrelation with other modules. Students will need no preparation ahead of attending this session.

The module leader will provide a structured breakdown of the content to be covered in the subsequent 9 sessions. Students will also receive an outline of the essential reference materials, alongside suggestions for supplementary reading. The format and criteria for the summative assessment will be delineated, followed by a dedicated period for questions and answers.

A recording of the session will be available to facilitate async engagement for any other student who missed the class, also offering an opportunity to review the content again.

2 Concept learning (knowledge graph)

Our institution's approach to teaching is primarily based on flipped learning. Ahead of each weekly session (Workshop/Lab), students will be required to study the essential concepts that are used in the coming session so they are familiar with the theories and ideas related to that session. The study material will be in the form of written content, illustrations, pre-recorded lectures and tutorials, and other forms of content provided through the AGS.

This content is self-navigated by the students, accommodating different learning styles and schedules, allowing students to watch or listen to them at their own pace and review them as needed.

3 AI formative assessment

Once each concept of the theory is studied, students will be prompted to engage in formative assessment with instant AI feedback. They include multiple-choice questions, socratic questions and answers, written questions, role-play and other AI-assisted practice scenarios.

The purpose of this automated formative assessment is to provide students with immediate feedback on their understanding of module material and highlight any areas that need support or further study. They are also used to track student progress, boost motivation and promote accountability.

4 Case Study Review

In this learning activity, students explore recent real-world case studies relevant to their course topic. The case studies will have been selected and curated by the module leader to represent up-to-date examples. They guide students through key details, contextual factors, and outcomes. This approach enhances students' understanding of current industry trends, challenges, and solutions, preparing them for real-world scenarios they may encounter in their future careers.

The learning experienced will be augmented by AI (virtual private tutor) allowing the students to critically engage with the content and discuss the case studies.

5 AI Roleplay

AI Roleplay is an innovative educational approach that leverages artificial intelligence to create immersive, interactive learning experiences for university students. In this activity, students are presented with a professional challenge or scenario relevant to their course. They then engage in a simulated interaction with one or more AI-powered characters, each programmed to embody specific roles, personalities, and expertise.

These AI characters respond dynamically to the student's inputs, creating a realistic and adaptive roleplay environment. Students can practice their communication skills, decision-making, problem-solving, and other professional competencies in a safe, low-stakes setting. After the session, the AI system provides detailed feedback on the student's performance, highlighting strengths and areas for improvement. This personalised guidance helps students refine their skills and gain confidence in handling real-world professional situations.

6 Workshop/Lab Sessions

Those studying in the blended learning mode will attend these 9 weekly classes (in person or remotely) during weeks 2 to 10. These sessions will complement the theory already studied during the preceding week (in our flipped-learning model), with discussions, analysis, practice or experience . They will be interactive and participatory, rather than one-way lectures. There will also be an opportunity for Q&A in every session. Depending on the nature of the content, challenges and learning activities will be pre-designed to apply flipped learning. They may include hands-on project work, group discussions or debates, roleplay, simulation, case studies, presentations, and other learning activities and opportunities. These workshops present an opportunity to apply critical thinking and problem-solving skills. They also encourage collaboration and foster a sense of community among students.

7 Live lecture

Live lectures are used to facilitate discussions and provide students with an opportunity to ask questions and engage with module material in real-time. Instructors often use live lectures to clarify complex ideas, provide examples, and encourage critical thinking. Live lectures can also be recorded and made available for students to review later, allowing them to revisit important concepts or catch up on missed material.

8 Individual or group assignments

Each Workshop/Lab session will be followed by an assignment. Assignments are used to reinforce learning and encourage independent thinking and problem-solving. They help the students identify the gaps in their understanding of the subject and provide them with an opportunity to apply what they have learned in a practical setting.

Assignments can be individual or group-based (teams of 2 to 4). They can take many forms, including essays, presentations, or projects. When they are group-based, teams will be randomly picked by AGS, in order to promote broader teamwork practice. Assignment files will be uploaded to AGS by the students ahead of the next weekly session. Feedback will be provided on each submitted assignment.

9 Seminars

These are typically student-led presentations showcasing their research on specific module topics. After a period of independent exploration, students craft a structured presentation to share their findings with peers and instructors. Following the delivery, an interactive Q&A segment tests their understanding and adaptability to spontaneous queries. Feedback from the module leader and peers evaluates the research's depth, presentation efficacy, and Q&A responses.

Their purpose is to deepen subject knowledge but also hone presentation and critical thinking skills, preparing students for future academic and professional engagements.

10 Independent reading, exploration and practice

This activity challenges students to engage with the reference material and independently explore and analyse academic literature related to the course topic. Students are expected to select relevant sources, practice critical reading skills, and where applicable technical skills, and synthesise information from multiple references. This is an opportunity to enhance research abilities, critical thinking, and self-directed learning skills while broadening and deepening subject knowledge.

11 Individual Research

Part of the credit hours on a module are also made up of self-guided individual research. These hours enable students to look at what components they are going to study on a module and ascertain for themselves what they will believe will additionally benefit their leaning. This may be prior to attending a lecture or workshop, following their use of a concept learning (knowledge graph) where they identify that additional reading may deepen their understanding of a concept, or after a seminar has taken place. Students will also use self-guided individual research to prepare for summative assessments. In the main, as this is self-guided, students will decide for themselves what additional research they will do. This will require them to identify what concepts or knowledge, skills, and competencies they want to deepen, what resources will assist them, such as books, videos, or online sources, how they will use these, and what the outcomes should be. Students may decide to work with their peers in undertaking this individual research – and they can ask their tutors for guidance and help. Students may also have to use some of their self-guided individual research to prepare for lectures, workshops, or assignments, or for work their tutors have set them.

12 Summative assessment

Summative assessments are used to evaluate student learning at the end of a module. These assessments can take many forms, including exams, papers, or presentations. Instructors can use summative assessments to measure whether students have achieved the learning outcomes for the module and provide them with a sense of their overall progress. Summative assessments can also be used to evaluate the effectiveness of the teaching methods used in the module.

13 One-to-one project supervision meeting

During these meetings, the student presents their recent progress, including any research findings, data analysis, or draft sections of their work. The supervisor provides feedback, addressing both strengths and areas needing improvement. These sessions often involve discussing challenges faced by the student, strategising solutions, and setting goals or deadlines for the next phase of work. The supervisor may also offer insights on relevant literature, methodologies, or academic writing techniques.

Assessment Formats

Each module will specify its weighted summative assessment formats which will be drawn, as appropriate, from the following pool.

Name Outcomes Modules
1 Individual Essay Coursework
This individual coursework requires students to produce an essay based on a specific topic in the module. Its purpose is to evaluate the student's ability to independently interpret a technical question and research, analyse, and articulate their understanding and opinions. It assesses the learning outcomes, in particular, through interpretation, research, critical thinking and writing skills, and also through the ability to form and express coherent arguments. Students are set an essay title based on a discrete technical area in the module and have to research and write an answer that evaluates the question from competing perspectives, drawing upon appropriate sources. Students must be aware of the learning outcomes of the module in writing their essay as their marks will be based on the extent to which they demonstrate they have met the outcomes. Please see the marking calculation below for further information. Students will have a workshop in the module on essay writing, in particular, how to analyse, research and structure their essay, and what markers are looking for. The module leader will also provide further support whilst students work on their essay. Students will be shown examples of successful and unsuccessful essays. They will have the opportunity to present their thoughts in class and receive peer and tutor feedback too. Throughout the programme, students will regularly receive formative assessment tasks and feedback opportunities to gain actionable feedback (from self, peers and staff) on their own work to indicate how to improve future work and learn how to give constructive feedback to other people.
K T I P DE71, DM71, DA71
2 Invigilated Exam
This is a time-limited and closed-book exam with a mix of multiple-choice and analytical written questions that students undertake during the summative assessment period as scheduled under the School’s remote invigilation conditions to ensure quality and academic integrity. The exam enables the students to demonstrate their successful attainment of the module learning outcomes, primarily related to knowledge and understanding, and secondarily related to Professional/Transferable Skills. The analytical written questions will consist of problem questions representing issues and dilemmas students are likely to encounter in professional life and students have to synthesise and apply what they have learnt on the module in order to produce sound and reasonedΒ judgements with respect to the problem. To enable the students to practice and prepare, various formative assessment activies, including quizzes and a AI-augmented assignments and mock exams are built into the module. Additionally, throughout the course, students will regularly receive feedback on their knowledge and assignments from AI as well as peers and staff to indicate how to improve future work and how to give constructive feedback to others.
I K P DE71, RE71, VS71, DM71, AL71, MA71, DA71
3 Research Module Assessment: Final Report
Students will be required to submit a final report. The purpose of the final report is to assess how students conducted independent research, applied critical thinking, and demonstrated a systematic understanding of their subject of study within computer science in producing their artefact. The final report also allows students to showcase their originality in applying knowledge and techniques in producing the artefact, as well as their proficiency in utilizing established research methods and tools. It provides an opportunity for students to communicate their research findings, interpretations, and conclusions effectively, both to specialist and non-specialist audiences. Students will have a workshop in the module on how to prepare, structure, and submit a final report, and your module leader will be able to provide you with further support whilst you work on it. You will be shown examples of successful and unsuccessful final reports. You will also have the opportunity to present your work during your programme modules and receive peer and tutor feedback. Throughout the programme, students will regularly receive formative assessment tasks and feedback opportunities to gain actionable feedback (from self, peers and staff) on their own work to indicate how to improve future work and learn how to give constructive feedback to other people.
I K P FP10
4 Research Module Assessment: Presentation
Students must deliver a presentation on their artefact. The purpose of the presentation is to assess their ability to communicate their research findings, methodologies, and implications effectively to a diverse audience in a concise, professional, and engaging manner. The presentation stems from the research problem statement set out in the Final Project proposal, which require students to come up with a practical solution in the form of an artefact that uses the implementation lifecycle. It is envisaged that the Final Project will require students to apply the tools and architectures they have learnt in their programme modules to diagnose problems, undertake requirements analyses, and produce an artefact. This presentation will require them to expand on how they strategized and overcame practical, professional, ethical and other issues and constraints they may have come across. Students will have a workshop in the research module on how to make an effective presentation, and their module leader will be able to provide them with further support whilst they work on their project. They will have the opportunity to present their work in their programme modules and receive peer and tutor feedback. Throughout such programme modules, students will also regularly receive formative assessment tasks and feedback opportunities to gain actionable feedback (from self, peers and staff) on their own work to indicate how to improve future work and learn how to give constructive feedback to other people.
K I P FP10
5 Research Module Assessment: Artefact
For the research project, students must submit an artefact that meets the problem statement that they articulate in their final report. You will have a workshop on the module on how to ideate and design practical solutions for problems using an implementation lifecycle and how to succeed with your project. Throughout the programme, in particular, their programme modules, students will regularly receive formative assessment tasks and feedback opportunities to gain actionable feedback (from self, peers and staff) on their own work to indicate how to improve future work and learn how to give constructive feedback to other people.
T I K P FP10
6 Simulation and Role Playing Assessment
This assessment requires students to engage in AI-assisted simulations or role-playing scenarios that mirror real-world professional situations. It evaluates their practical knowledge, decision-making, and adaptability. Students are given a detailed brief outlining a dynamic, evolving problem involving various issues like business, legal, professional, and ethical considerations. They must interpret the situation, consult relevant sources, and present a solution based on their knowledge from the module. At the start of the module, students attend a workshop on effective participation in simulations aligned with the learning outcomes. Throughout the term, they practice through formative simulations, receiving feedback from AI, peers, staff, and their module leader.
I T K P RE71, AL71, MA71
7 Technical Analysis and Solution Assessment
This assessment requires students to develop a solution to a complex problem within a simulated domain, followed by a detailed analysis and reflection on their design and its theoretical underpinnings. The aim is to assess students' abilities to design practical solutions, critically analyse their work, and articulate their understanding of the technical and theoretical aspects of the module.
I T P K VS71

Marking Criteria

The following grid sets out the School’s marking criteria for FHEQ - L7.

Outcome Expectation Distinction (70 - 100%) Merit (60 - 69%) Pass (50 - 59%) Fail (0 - 49%)
Knowledge and Understanding Systematic and critical understanding of relevant knowledge, concepts, new insights, and developments in the discipline, including within current literature, and also incorporating interrelationships with other relevant disciplines. Outstanding systematic and critical understanding of relevant knowledge, concepts, new insights, and developments in the discipline, including within current literature, and also incorporating interrelationships with other relevant disciplines. Very good systematic and critical understanding of relevant knowledge, concepts, new insights, and developments in the discipline, including within current literature, and also incorporating interrelationships with other relevant disciplines. Satisfactory systematic and critical understanding of relevant knowledge, concepts, new insights, and developments in the discipline, including within current literature, and also incorporating interrelationships with other relevant disciplines. Little to no systematic and critical understanding of relevant knowledge, concepts, new insights, and developments in the discipline, including within current literature, and also incorporating interrelationships with other relevant disciplines.
Intellectual Skills Ability to analyse, apply, and critically evaluate knowledge, techniques, and practices, in unpredictably complex contexts and to existing discourses and methodologies with intellectual skill and some originality. Exceptional analysis, application, and critical evaluation of knowledge, techniques, and practices in unpredictably complex contexts and to existing discourses and methodologies, with a high-level of intellectual skill and some originality. Sound analysis, application, and critical evaluation of knowledge, techniques, and practices in unpredictably complex contexts and to existing discourses and methodologies, with very good intellectual skill and some originality. Acceptable analysis, application, and critical evaluation of knowledge, techniques, and practices in unpredictably complex contexts and to existing discourses and methodologies, with satisfactory intellectual skill and limited originality. Little to no analysis, application, and critical evaluation of knowledge, techniques, and practices in unpredictably complex contexts and to existing discourses and methodologies, with a very narrow level of intellectual skill and no originality.
Technical/Practical Skills Comprehensive and critical understanding and organisation of specialist techniques and advanced methodologies in the discipline, including those related to critical thinking, specialist projects, research design, problem-solving, and techniques, and a practical understanding of how they should be selected and used to interpret incomplete knowledge and create effective artefacts. Outstanding critical understanding and organisation of specialist techniques and advanced methodologies in the discipline, including high-level critical thinking, specialist projects, research design, problem-solving, and techniques, and a thorough practical understanding of how they should be selected and used to interpret incomplete knowledge and create effective artefacts. Very good critical understanding and organisation of specialist techniques and advanced methodologies in the discipline, including sound critical thinking, specialist projects, research design, problem-solving, and techniques, and a very good practical understanding of how they should be selected and used to interpret incomplete knowledge and create effective artefacts. Acceptable critical understanding and organisation of specialist techniques and advanced methodologies in the discipline, including satisfactory critical thinking, specialist projects, research design, problem-solving, and techniques, and acceptable understanding of how they should be selected and used to interpret imcomplete knowledge and create effective artefacts. Limited or no critical understanding and organisation of specialist techniques and advanced methodologies in the discipline, including little or no critical thinking, , specialist projects, research design, problem-solving, and techniques, and a limited to no practical understanding of how they should be selected and used to interpret incomplete knowledge and create effective artefacts.
Professional/Transferable Skills Ability to show awareness, autonomy and self-direction in development and learning, tackling and solving complex problems, approaching and implementing tasks in diverse and unpredictable contexts, including professional, legal and ethical, critically evaluating own and others capabilities, and with an ability to communicate work to specialist and non-specialist audiences. Exceptional ability to show awareness, autonomy and self-direction in development and learning, taking a thorough proactive approach to tackling and solving complex problems, approaching and implementing tasks in diverse and unpredictable contexts at a very high level, including professional, legal and ethical, exceptional critical evaluation of own and others work, and with a thorough ability to communicate work to specialist and non-specialist audiences Very good ability to show awareness, autonomy and self-direction in development and learning, taking an effective and proactive approach in tackling and solving complex problems, approaching and implementing tasks in diverse and unpredictable contexts at a very good level, including professional, legal and ethical, very good critical evaluation of own and others work, and with a very good ability to communicate work to specialist and non-specialist audiences. Satisfactory ability to show awareness, autonomy and self-direction in development and learning, taking a good approach in tackling and solving complex problems, approaching and implementing tasks in diverse and unpredictable contexts at an acceptable level, including professional, legal and ethical, satisfactory critical evaluation of own and others work, and with a good ability to communicate work to specialist and non-specialist audiences. Little to no ability to show awareness, autonomy and self-direction in development and learning, taking a limited or no proactive approach in tackling and solving complex problems, approaching and implementing tasks in diverse and unpredictable contexts at a very limited level, including professional, legal and ethical, little to no critical evaluation of own and others work, and with little to no ability to communicate work to specialist and non-specialist audiences.

Programme Contacts

Role Description Name Email
Programme Director Oversees the overall direction and integrity of the programme. Paymon Khamooshi paymon@geeks.ltd.uk

Approval

Core > Programme spec > Msc