As artificial intelligence continues to transform workplaces, universities and industries, much of the public debate has focused on whether AI will replace human jobs.
In a thought-provoking new op-ed, Dr Ntokozo Mahlangu, Risk Management Specialist and Strategic Advisory Board member at The DaVinci Institute, and Liata Monatisa, an Artificial Intelligence and Machine Learning practitioner, argue that society may be asking the wrong question.
Rather than focusing only on which jobs may disappear, they invite readers to consider who will own the technology and benefit from the extraordinary wealth AI creates.
Beyond The Fear Of Job Loss
Concerns about technology replacing workers have accompanied every major industrial revolution. However, the authors explain that AI represents a different kind of transformation because it can increasingly perform tasks previously associated with human reasoning, creativity and strategic decision-making.
While AI may replace certain activities, it is also enabling individuals, entrepreneurs and smaller teams to accomplish more than was possible only a few years ago.
The deeper challenge is whether workers, institutions and societies can adapt quickly enough to these changes.
Who Benefits From AI Productivity?
At the centre of the article is an important economic question: if AI performs an increasing amount of economically valuable work, how will the wealth it generates be distributed?
Dr Mahlangu and Monatisa argue that the most valuable assets in the AI economy include data, algorithms, computing infrastructure and intellectual property.
If ownership of these resources remains concentrated among a small number of companies and countries, AI could deepen existing inequalities. However, with the right policies and institutions, its productivity gains could support broader opportunity and shared prosperity.
Africa’s Place In The AI Economy
For Africa, the debate extends beyond whether AI will replace jobs. The more important question is whether Africans will participate as creators, innovators and owners of AI technologies rather than remaining consumers of systems developed elsewhere.
The authors call for greater investment in African research, digital infrastructure, education and locally owned AI companies. They also highlight the importance of protecting African data, languages and indigenous knowledge.
Guided by the philosophy of ubuntu, the development of AI should strengthen human dignity, expand opportunity and ensure that technological progress benefits society more broadly.
The future of AI will not be determined by technology alone. It will depend on the choices societies make about ownership, governance and the distribution of economic value.
South Africa continues to grapple with high unemployment, particularly among young people, despite more than two decades of skills development interventions. While Sector Education and Training Authorities (SETAs) were established to address skills shortages and improve workforce readiness, the country still faces significant gaps between labour market needs and the skills being developed.
Why Strategic Skills Planning Matters
A study by Dr Munyaradzi Makota, focused on the Chemical Industries Education and Training Authority (CHIETA) argues that effective strategic skills planning and implementation are essential to addressing these challenges. Strategic skills planning involves identifying current and future skills requirements, aligning stakeholder interests, and ensuring that training interventions respond directly to economic demands. However, planning alone is insufficient. Successful implementation is required to translate strategies into tangible outcomes that improve employability, productivity, and economic growth.
Collaboration as the Foundation for Success
The study highlighted that collaboration among key stakeholders, including government, employers, training providers, labour unions, and learners, is central to achieving meaningful skills development outcomes. Without strong partnerships and coordinated action, skills development initiatives risk failing to meet industry requirements or create sustainable employment opportunities.
Key Challenges in the Skills Development Ecosystem
The research identified several challenges facing South Africa’s skills ecosystem. These include weak integration between government, SETAs, and the private sector; shortages of critical and scarce skills; limited innovation in skills development approaches; and inconsistent implementation of strategic plans. These challenges are particularly significant within the chemical sector, an industry that contributes substantially to South Africa’s manufacturing output and economic activity.
Towards a Strategic Skills Planning Framework
To address these concerns, the study proposed the development of a strategic skills planning and implementation framework for CHIETA. The framework seeks to strengthen collaboration, improve innovation, enhance strategic planning processes, and ensure more effective implementation of skills initiatives. The underlying premise is that skills development should be aligned with national development priorities, industry needs, and future workforce demands.
The Role of Policy and Institutional Support
The research further emphasised the importance of South Africa’s legislative and policy environment, including the Skills Development Act, the National Skills Development Strategy (NSDS), the National Development Plan (NDP), and the work of institutions such as the Human Resource Development Council of South Africa (HRDCSA) and the Quality Council for Trades and Occupations (QCTO). Together, these structures provide the policy foundation for developing a skilled and competitive workforce.
The Four Drivers of Strategic Skills Development
A key finding emerging from the study is that strategic skills development is influenced by four interconnected factors:
* Strategic Skills Planning
* Collaboration
* Innovation
* Strategic Skills Implementation
Among these, collaboration serves as the critical thread connecting all elements of the skills development value chain. Effective collaboration enables stakeholders to identify skills shortages, design relevant interventions, and ensure that training programmes produce graduates with skills that are relevant to the labour market.
Building a Skills-Driven Economy
The study concluded that strategic skills development is not merely a training function but a national economic imperative. By strengthening planning, fostering innovation, improving implementation, and deepening stakeholder collaboration, South Africa can better address unemployment, close critical skills gaps, and enhance its global competitiveness.
The findings offer valuable insights not only for CHIETA but also for the broader SETA landscape and policymakers seeking to build a more inclusive, responsive and skills-driven economy. As the demands of the modern economy continue to evolve, strategic skills planning will remain one of the most important tools for driving sustainable growth, productivity and socio-economic transformation.
Technology is reshaping South African logistics, from ports and freight rail to warehouses, customs processes and last-mile delivery. Professionals who combine operational experience with digital, analytical and innovation capabilities will be better prepared to lead this transformation.
South Africa’s logistics sector is entering a period of structural change. Infrastructure constraints, port and rail bottlenecks, rising transport costs, growing e-commerce demand and higher customer expectations are placing pressure on organisations to build more efficient and resilient supply chains. At the same time, technology in logistics is giving businesses new ways to improve visibility, reduce delays, manage risk and make faster decisions.
The scale of the shift is visible in infrastructure investment. In October 2025, Reuters reported that Transnet planned to invest R127 billion over five years to modernise rail lines and port infrastructure. Investment in physical infrastructure is essential, but equipment and digital platforms cannot transform logistics on their own. Organisations also need professionals who understand how to connect technology, processes, people and customer needs.
Research into digital transformation among South African third-party logistics providers shows that technology can support competitiveness, but implementation remains difficult for many organisations. Skills, leadership, organisational readiness and the ability to manage change are therefore becoming as important as the technology itself.
For professionals working in logistics, freight forwarding, customs compliance, procurement, warehousing and supply chain management, this creates both an opportunity and a challenge. Operational knowledge remains valuable, but career growth will increasingly depend on the ability to use data, understand interconnected systems, lead improvement initiatives and apply innovation to real workplace problems.
What Is Technology in Logistics?
Technology in logistics refers to the digital systems, tools and innovations used to plan, manage, move, store and track goods across a supply chain. It includes warehouse and transport management systems, real-time tracking, artificial intelligence, automation, data analytics, Internet of Things devices, cloud platforms and digital customs systems.
The value of these technologies does not come from installation alone. It comes from how effectively people use them to solve problems, redesign processes and improve organisational performance.
Technology, Business Application and Skills Required
Logistics technology
Business application
Capability professionals need
Artificial intelligence and predictive analytics
Demand forecasting, route planning and early risk detection
Data interpretation and responsible decision-making
IoT sensors and real-time tracking
Shipment visibility, condition monitoring and equipment tracking
Technology literacy and exception management
Warehouse automation
Inventory control, picking, sorting and order fulfilment
Process improvement and change management
Transport management systems
Route optimisation, load planning and delivery performance
Systems thinking and operational analysis
Cloud and integrated supply chain platforms
Information sharing across suppliers, customers and internal teams
Collaboration, data governance and communication
Digital customs and compliance systems
Documentation, regulatory checks and border processes
Compliance knowledge and attention to data quality
How Technology Is Changing Logistics in South Africa
South Africa’s logistics network connects producers, retailers, manufacturers, ports, warehouses and consumers across long distances. When one part of the system underperforms, the effects travel through the wider economy. Digital tools can help organisations identify these pressure points earlier and coordinate their responses more effectively.
The sector is also becoming more professionalised. The Institute of Customs and Freight Forwarding has emphasised the need for specialised training and development so that forwarding and customs professionals remain skilled, compliant and adaptable in a changing trade environment. This reflects a broader shift: logistics organisations need people who can combine regulatory knowledge and practical experience with technology and innovation capabilities.
The partnership between The DaVinci Institute and ICFF responds to this need by connecting academic learning with industry requirements. The partnership includes a focus on professional standards, digital transformation, artificial intelligence, blockchain, regulatory compliance and industry-aligned professional development.
This matters because the future of logistics will not be shaped by technology alone. It will be shaped by professionals who can select appropriate tools, ask better questions, interpret information, manage implementation and consider the consequences of change across the whole system.
Artificial intelligence can analyse large volumes of operational data, identify patterns and support decisions more quickly than manual methods. In logistics, organisations use AI for demand forecasting, route optimisation, predictive maintenance, inventory planning and risk detection. South African research into AI and information systems in supply chain resilience also highlights the value of information sharing, monitoring, planning and predictive capabilities.
Automation and Smart Warehousing
Warehouse automation can improve picking, sorting, stock control and order fulfilment. However, automation also changes roles, workflows and performance expectations. Professionals must understand the automation process, prepare teams for change, and monitor whether the new system is producing the intended results.
Internet of Things (IoT) and Real-Time Visibility
IoT devices and sensors can provide real-time information about shipment location, equipment condition, temperature, stock movement and delivery progress. This visibility helps organisations identify exceptions earlier, communicate more accurately with customers and respond to disruption before a small problem spreads through the supply chain.
Integrated Platforms and Digital Customs Systems
Cloud-based platforms connect information from transport, warehousing, procurement, suppliers and customer service. Digital customs systems can reduce manual handling and support more consistent documentation. These tools are most useful when organisations establish clear data standards, responsibilities and governance processes.
Why Technology in Logistics Matters More Than Ever
Improved Operational Efficiency
Technology can automate repetitive tasks, reduce manual errors and improve the use of vehicles, warehouse space, inventory and employee time. Transport management systems can support route and load optimisation, while inventory systems can improve order accuracy and reduce stock discrepancies.
Greater Supply Chain Visibility and Resilience
Real-time information allows decision-makers to see delays, inventory shortages and supplier problems earlier. Better visibility does not remove disruption, but it gives organisations more time to compare options, communicate with stakeholders and protect service levels.
Better Customer Experiences
Customers increasingly expect accurate delivery information, reliable timelines and rapid responses when something changes. Tracking systems, automated notifications and shared service platforms can improve transparency and reduce uncertainty for both business customers and consumers.
Stronger Compliance and Risk Management
Freight forwarding and customs environments depend on accurate information and regulatory compliance. Digital records, automated checks and better data visibility can support stronger controls, but professionals still need the judgement to identify anomalies and understand the regulatory context.
Seven Technology and Innovation Skills Logistics Professionals Need
1. Technology literacy
Professionals do not need to become software developers, but they should understand the purpose, limitations and operational impact of the systems used in their environment.
2. Systems thinking
Supply chains are interconnected. A decision made in procurement, warehousing or transport can affect customers, suppliers, cash flow, compliance and employee workload elsewhere. Systems thinking helps professionals identify relationships and avoid isolated solutions.
3. Data analysis
Professionals must be able to interpret dashboards, identify patterns, question data quality and translate information into practical decisions.
4. Structured problem-solving
Logistics disruptions are inevitable. Effective professionals define problems accurately, investigate root causes, evaluate options and test improvements rather than treating symptoms repeatedly.
5. Innovation management
Innovation is not random creativity. It involves identifying opportunities, developing ideas, testing assumptions, learning from results and implementing solutions that create measurable value.
6. Change leadership
Technology implementation affects roles, routines and workplace culture. Leaders must communicate the reason for change, involve employees, address resistance and reinforce new behaviours.
7. Collaboration and communication
Logistics crosses departments and organisational boundaries. Professionals must explain operational issues clearly, work with technical specialists and coordinate decisions across suppliers, customers and internal teams.
These capabilities are becoming particularly important as organisations attempt to close the digital skills gap. Research on digitalisation in the South African automotive supply chain found that shortages of technology skills can hinder the effective adoption and optimisation of digital tools.
Career Opportunities in Technology-Driven Logistics
Technology does not remove the need for logistics professionals. It changes the capabilities expected within existing roles and creates opportunities for people who can connect operations with data, systems and innovation. Relevant roles include:
Logistics manager: Manages transport, warehousing, inventory and distribution activities.
Freight forwarding specialist: Coordinates international movement while managing documentation, service and compliance.
Customs compliance manager: Supports lawful, accurate and efficient customs processes.
Operations manager: Leads teams, manage performance and implements operational improvements.
Procurement manager: Uses supplier information, market data and technology to improve sourcing decisions.
Supply chain analyst: Examines operational data to identify risks, trends, bottlenecks and improvement opportunities.
Digital transformation or improvement specialist: Supports the selection, implementation and continuous improvement of logistics technologies.
Titles differ between organisations, but the common thread is clear: employers increasingly value professionals who can improve processes rather than simply maintain them.
Why South Africa Needs Innovation-Focused Logistics Leaders
South African logistics organisations operate within a demanding environment shaped by infrastructure constraints, port congestion, rail underperformance, fuel and transport costs, skills shortages, regulatory complexity and global competition. These challenges cannot be solved by purchasing technology in isolation.
Innovation-focused leaders look beyond a single department or short-term fix. They examine how systems interact, involve the people affected by change, use evidence to make decisions and measure whether an intervention improves the wider operation. This approach is particularly valuable when resources are limited and organisations must prioritise improvements carefully.
The organisations that strengthen both technology and human capability will be better positioned to build resilience, improve customer service and respond to new trade and supply chain demands.
How Professionals Can Develop Future-Ready Skills
Industry experience remains one of the strongest foundations for a career in logistics. Formal learning can build on that experience by giving professionals structured frameworks for analysing problems, leading teams and applying technology and innovation more effectively.
The Higher Certificate in Management of Technology and Innovation at The DaVinci Institute is an NQF Level 5 qualification designed for people who want to strengthen their contribution within contemporary organisations. The programme integrates management, technology, innovation, people development and systems thinking.
Its compulsory modules cover:
Managerial and Leadership Development
Systemic Thinking and Problem Solving
Management Fundamentals: Technology, People and Innovation Management
Students can also select the Supply Chain Management: Logistics and Transport elective, allowing them to connect the broader management and innovation principles of the qualification with logistics and transport environments. The programme is delivered through online distance education with online learning engagements, making it suitable for working professionals.
The value of applied learning can also be seen in the DSV Higher Certificate cohort, whose work-based challenges focused on practical opportunities such as operational efficiency, cost savings and workplace collaboration. Examples such as these show how learning can move from theory into measurable organisational improvement.
Professionals seeking more programme-specific detail can also read how the Higher Certificate strengthens leadership in the logistics industry. This keeps the present article focused on the wider industry transformation while providing a clear pathway for readers who are ready to explore the qualification.
Technology in logistics includes the digital tools, systems and innovations used to plan, move, store and track goods. Examples include transport and warehouse management systems, real-time tracking, automation, AI, data analytics, IoT devices, cloud platforms and digital customs systems.
How is artificial intelligence used in logistics?
AI can support demand forecasting, route optimisation, predictive maintenance, inventory planning and risk detection. Its recommendations still require human judgement, reliable data and an understanding of operational conditions.
Which skills are most valuable for future logistics leaders?
Technology literacy, systems thinking, data analysis, structured problem-solving, innovation management, change leadership and communication are increasingly important. Together, these skills help professionals connect digital tools with business performance.
Can I study while working full-time?
Yes. The Higher Certificate in Management of Technology and Innovation is offered through online distance education with online learning engagements. It is designed to help working professionals continue meeting their employment responsibilities while developing formal management and innovation capabilities.
Is there a logistics-related elective in the Higher Certificate?
Yes. The qualification includes a Supply Chain Management: Logistics and Transport elective. Students choose electives as part of the 120-credit programme, subject to the programme structure and selection requirements.
How can technology support career growth in logistics?
Technology knowledge can help professionals contribute to improvement projects, use operational data more effectively and prepare for supervisory, management, analytical or transformation-focused roles. Career growth still depends on experience and performance, but digital and innovation capabilities can broaden the value a professional brings to an organisation.
The Future Belongs to Professionals Who Can Improve the System
Automation, artificial intelligence, data analytics and connected supply chain platforms are becoming part of everyday logistics. The competitive advantage will not come from using fashionable technology for its own sake. It will come from applying the right technology to the right problem and managing the change responsibly.
For logistics professionals in South Africa, the path forward is not to abandon operational expertise. It is to strengthen that expertise with systems thinking, analytical ability, innovation management and leadership. Professionals who understand both logistics and how to improve it will be well placed to shape the next chapter of the industry.
Prepare for the Future of Logistics Explore the Higher Certificate in Management of Technology and Innovation and discover how systems thinking, technology management and innovation skills can support your professional development. Explore the Higher Certificate | Apply online
For years, South Africa has responded to NSFAS crises in much the same way: intervene, stabilise, and attempt to restore normality. Yet despite repeated interventions, the same challenges continue to re-emerge.
In a thought-provoking new Op-ed, Dr Ntokozo Mahlangu, Risk Management Specialist and a Strategic Advisory Board member of The DaVinci Institute, argues that the country may be asking the wrong questions. Rather than focusing on how NSFAS can be rescued yet again, he challenges policymakers and higher education leaders to consider whether the current model itself is fundamentally flawed.
Beyond Another NSFAS Crisis
As NSFAS enters yet another period of statutory administration, Dr Mahlangu raises a difficult but necessary question. Are South Africans focusing too much on fixing NSFAS each time it fails, and too little on whether the system itself needs to be fundamentally redesigned?
His latest Op-ed challenges readers to look beyond the immediate governance crisis and consider the deeper issues that continue to undermine the student funding system.
A Question Of Institutional Design
In the article, Dr Mahlangu argues that repeated interventions may be addressing the symptoms rather than the underlying causes of instability. The discussion moves beyond operational failures and explores whether the current model is equipped to deliver sustainable outcomes for students, institutions, and the broader higher education sector.
The Op-ed invites policymakers, education leaders, and governance professionals to reflect on the relationship between accountability, service delivery, and institutional design.
Rethinking The Future Of Student Funding
At the heart of the discussion is a broader question about how South Africa can create a more resilient and effective student funding system. As demands on higher education continue to grow, Dr Mahlangu suggests that the conversation may need to shift from repeated rescue efforts to meaningful reform.
His article offers a timely perspective on one of the country’s most important higher education debates and why the future may depend on asking different questions.
In many organisations today, projects are everywhere, yet consistent delivery remains elusive. Deadlines shift, budgets stretch, and outcomes fall short of expectations. This is not always due to lack of effort, but often due to a lack of structured project management capability across teams.
Project management has evolved into a critical organisational function, not just a technical discipline. As complexity increases and timelines shrink, the need for skilled, competent, and formally trained Project Managers becomes more urgent. The Occupational Certificate: Project Manager (NQF Level 5) offers a practical and strategic pathway for organisations seeking to strengthen their internal capability and improve performance across projects.
The Growing Complexity of Project Management in Modern Organisations
Business today is driven by projects. Whether organisations are implementing new systems, launching products, restructuring operations, or driving innovation, success depends on the ability to manage projects effectively from start to finish.
Research shows that projects are becoming increasingly complex due to rapid technological change and heightened competitive pressure. As highlighted in the study The Effect of the Project Manager Certification Process on the Development of Project Management, organisations are expected to deliver projects “faster, cheaper and better,” yet many continue to experience unsatisfactory project outcomes globally .
This challenge is not unique to one sector. It cuts across industries, from financial services and retail to construction, ICT, and the public sector. The underlying issue is consistent: organisations are managing projects without consistently developed project management skills.
Why Project Management Skills Are a Business Imperative
Effective project management is built on a combination of planning, execution, monitoring, and leadership. It requires strong communication, time management, organisational ability, and strategic thinking.
When these capabilities are underdeveloped, organisations begin to see patterns emerge. Projects take longer than expected, resources are not optimally allocated, and teams operate in silos rather than in alignment. Over time, this affects not only performance but also organisational confidence in its ability to execute strategy.
On the other hand, organisations that invest in structured project management training begin to experience a shift. Projects become more predictable, collaboration improves, and outcomes align more closely with strategic goals. This is where formal qualifications play a critical role.
The Role of Certification in Improving Project Outcomes
Certification in project management is more than a credential. It is a structured process that develops competence, standardises practice, and strengthens organisational capability.
The research further highlights that certification influences project management development through three key mechanisms: education, quality improvement, and professionalisation . These elements are interconnected. As employees gain formal training, the quality of project execution improves, which in turn contributes to the professionalisation of project management within the organisation.
Importantly, certification also serves as a formal recognition of competence. While experience remains valuable, certification provides a consistent standard that organisations can rely on when developing their teams.
Understanding the Full Project Lifecycle
Project management is not a single activity. It is a structured lifecycle that requires coordination across multiple stages.
It begins with initiation, where objectives and scope are defined. Planning follows, involving timelines, budgets, and resource allocation. Execution brings the plan to life, while monitoring and controlling ensure that the project remains on track. Finally, closing ensures that outcomes are delivered and evaluated.
Many organisations operate within parts of this lifecycle but struggle to manage it holistically. This often leads to inefficiencies, missed opportunities, and incomplete project outcomes.
Developing the ability to manage the entire lifecycle is what distinguishes effective Project Managers from those who are simply coordinating tasks.
Addressing the Skills Gap in Project Management
A common reality in many organisations is that employees are promoted into project roles based on experience rather than formal training. While practical exposure is important, it does not always provide the structured frameworks needed to manage complexity.
This creates inconsistencies in how projects are approached across teams. Some projects succeed due to individual capability, while others fail due to lack of structure.
The Occupational Certificate: Project Manager addresses this gap by providing a consistent, applied framework that can be implemented across the organisation. It ensures that employees are not only experienced but also equipped with the right tools, methodologies, and thinking processes.
The Occupational Certificate: Project Manager as a Strategic Investment
The Occupational Certificate: Project Manager (NQF Level 5 | SAQA ID 101869 | 240 credits) is designed to build practical, end-to-end project management capability within organisations.
It integrates theory with real-world application, ensuring that learning is not abstract but directly relevant to workplace challenges. Employees develop the ability to initiate projects, plan effectively, execute with control, monitor performance, and manage project close-out processes.
Aligned with internationally recognised frameworks such as PMBOK and PRINCE2, the qualification ensures that employees are equipped with globally relevant skills while applying them within the local organisational context.
Building Organisational Capability Through Structured Learning
One of the defining features of this qualification is its focus on work-integrated learning. Employees do not step away from their roles to learn. Instead, their work becomes the learning environment.
This approach enables immediate application of knowledge, allowing organisations to see tangible improvements in how projects are managed. It also strengthens internal capability, as employees begin to share practices, tools, and insights across teams.
The programme structure combines knowledge modules, practical skills development, and workplace experience, ensuring that learning is both comprehensive and applicable.
The Business Case for Upskilling Project Teams
For organisations, the decision to invest in project management training is ultimately a strategic one. It is about improving delivery, reducing risk, and strengthening execution capability.
Evidence suggests that organisations that invest in developing project management competence experience improvements in both efficiency and effectiveness. The same study notes that poor project management can result in significant financial losses, while skilled Project Managers can recover failing projects and improve outcomes .
In this context, upskilling employees is not just about individual development. It is about building a stronger, more capable organisation.
Creating Pathways for Growth and Leadership
Beyond immediate project outcomes, the qualification also supports long-term career development. Employees who complete the programme are better positioned to take on roles such as Project Coordinator, Project Manager, or Operations Lead.
This creates internal career pathways, reducing reliance on external recruitment and strengthening organisational continuity.
It also contributes to employee engagement and retention, as individuals see clear opportunities for growth and development within the organisation.
A Practical, Accessible Route to Capability Development
The qualification is accessible to employees with an NQF Level 4 qualification, with Recognition of Prior Learning available for experienced professionals. This ensures that organisations can include a broad range of employees in their development initiatives.
By creating access to structured learning, organisations are able to build capability at scale rather than relying on isolated development efforts.
Take the Next Step
Organisations that succeed in today’s environment are those that can execute consistently, adapt quickly, and deliver results through their people. Project management sits at the centre of this capability.
If your organisation is looking to improve project delivery, strengthen team performance, and build structured project management capability, the Occupational Certificate: Project Manager offers a practical and impactful solution. If you are looking for opportunities to enhance the skills of your team, enquire here:
A thought-provoking op-ed by Bram Meyerson, CEO of Quantimetrics and Convocation Executive Member at The DaVinci Institute, examines why large-scale IT programmes in South Africa consistently fail to deliver on time, within budget, and at the expected value. Writing against the backdrop of increasing digital transformation across sectors, Meyerson argues that the real issue is not the technology itself, but how organisations plan, govern, and execute these complex initiatives.
Failure Is a Process, Not an Event
Meyerson highlights that large IT projects rarely collapse suddenly. Instead, they drift over time. Early warning signs such as minor delays, incremental budget increases, and overlooked risks accumulate gradually. By the time leadership recognises the scale of the problem, recovery becomes costly or even impossible. This pattern mirrors failures seen in major infrastructure projects like Medupi and Kusile, where early optimism masked deeper systemic issues.
The Role of Optimism Bias
The DaVinci Institute’s Convocation Executive Member, Bram Meyerson.
A central argument in the article is the impact of optimism bias. Organisations often approve projects based on overly confident assumptions, using unrealistic cost and timeline estimates. Meyerson explains that many projects are built on P50 estimates, which only carry a 50% chance of success, yet are treated as guaranteed outcomes. A more responsible approach would adopt higher confidence levels, such as P80, to better account for uncertainty and complexity.
Hidden Complexity in Software Projects
Unlike physical infrastructure, software development progress is difficult to assess visually. Meyerson notes that IT systems can appear to be on track while underlying design flaws and integration challenges quietly accumulate. Combined with inconsistent team productivity and poorly defined project scope, this makes software projects particularly vulnerable to failure.
The Importance of Evidence-Based Planning
To counter planning inaccuracies, Meyerson advocates for Reference Class Forecasting. This method compares proposed projects with historical outcomes of similar initiatives, providing a more realistic foundation for budgeting and scheduling. However, he emphasises that better forecasting alone is not sufficient without strong governance structures.
Leadership and Governance as Critical Drivers
The article reinforces that successful IT programmes depend on leadership capability. Leaders must possess systems thinking, understand interdependencies across functions, and be able to identify early warning signs. Weak oversight and lack of technical understanding at leadership level often allow projects to drift unchecked.
Implications for South Africa’s Digital Future
Meyerson situates the discussion within South Africa’s broader digital transformation. As industries such as finance, telecommunications, logistics, and public services become increasingly reliant on complex digital systems, project failures carry wider economic and societal consequences. System breakdowns affect service delivery, productivity, and public trust.
A Call for More Disciplined Decision-Making
He concludes by urging decision-makers to adopt a more disciplined approach before approving large IT initiatives. Key questions should focus on realistic benchmarking, evidence-based budgeting, and governance readiness. Organisations that succeed are those that detect and correct drift early, before it escalates into full-scale failure.
Dr Ntokozo Mahlangu, Risk Management Specialist and a Strategic Advisory Board member of The DaVinci Institute, has published a thought-provoking Op-ed examining a growing governance gap in South African organisations: the inability of boards to fully explain the decisions made by artificial intelligence systems.
Writing at a time when AI is already embedded in sectors such as banking, insurance, and telecommunications, Dr Mahlangu argues that the challenge is no longer technological adoption, but governance. As algorithms increasingly influence decisions on credit, pricing, hiring, and risk, boards are being confronted with a critical question: who is accountable when decisions are made by systems that are not easily understood?
From Adoption to Accountability
In his article, “If your board cannot explain AI decisions, it is not governing them,” Dr Mahlangu reflects on how governance debates often emerge only after failure. Referencing cases such as Steinhoff International and Eskom, he highlights how weaknesses in oversight and accountability tend to surface only once systems break down.
He suggests that a similar risk is now forming with artificial intelligence. While organisations are rapidly adopting AI for efficiency and innovation, the governance of these systems remains underdeveloped. This creates a disconnect between decision-making and accountability, where outcomes are produced without clear visibility into how they were reached.
The Risk of Opaque Decision-Making
Dr Mahlangu points to global examples such as Apple Card and Amazon, where AI-driven systems were found to produce biased or unfair outcomes. These cases, while international, illustrate risks that are equally relevant in South Africa, including bias, lack of transparency, and weak accountability structures.
As AI systems rely on complex datasets and machine learning models, decision-making processes become harder to trace. What appears to be more precise and data-driven can, in reality, obscure where judgment is applied and where responsibility lies.
Strengthening Governance in an AI Era
With South Africa accelerating digital adoption and enforcing regulations such as the Protection of Personal Information Act, expectations around data governance are rising. However, Dr Mahlangu notes that many boards still treat AI as a strategic capability rather than a governance priority.
He argues that this must change. Effective oversight now requires boards to move beyond evaluating outcomes and develop a working understanding of how AI systems operate. This includes interrogating the data used, assessing bias and fairness, understanding model limitations, and ensuring mechanisms for human intervention and auditability.
Reasserting Accountability
Grounded in South Africa’s governance tradition shaped by the King Reports on Corporate Governance, the article reinforces that ethical leadership and accountability remain central, even in a technologically advanced environment.
Ultimately, Dr Mahlangu’s message is clear: governance cannot be outsourced to algorithms.
If organisations cannot explain the decisions made in their name, they cannot claim to govern them. And if governance fails to extend to AI systems, it is only a matter of time before the consequences become visible. Read the full article in The Times.
What is the Higher Certificate in Management of Technology and Innovation?
A Higher Certificate in Management of Technology and Innovation is an entry-level management qualification that equips professionals with structured skills in governance, decision-making, systems thinking, and innovation within organisational environments.
The Governance Imperative in Financial Institutions
Financial institutions operate in highly regulated environments where governance is not a theoretical construct, but an operational discipline embedded in everyday decision-making.
In the South African context, frameworks such as King IV and the evolving direction towards King V emphasise ethical leadership, accountability, and value creation as core governance principles. These frameworks move beyond compliance, requiring organisations to demonstrate responsible decision-making, transparency, and integrated thinking across all levels of operation.
Professionals are therefore expected to do more than follow procedures. They must interpret governance frameworks, align with evolving compliance requirements, manage risk through structured processes, and ensure that decisions consistently withstand both internal and external scrutiny.
However, many organisations still experience inconsistencies in execution. Governance principles are understood at a conceptual level, but not always applied in a structured, repeatable, and organisation-wide manner.
This gap highlights a critical reality: governance effectiveness is not determined by frameworks alone, but by the capability of professionals to apply them consistently in practice.
Where the Gap Begins in Financial Services Governance
Within financial services teams, several challenges continue to surface:
Growth Without Structured Learning Many professionals advance through experience without formal exposure to management development programmes. While this builds operational capability, it does not always support structured thinking or long-term leadership development.
Inconsistent Decision-Making Without formal frameworks, decision-making often depends on individual judgement. This limits consistency and weakens overall organisational effectiveness.
Accountability Without Systems Accountability depends on structured processes and alignment. Without this, organisations struggle to embed it in a sustainable way.
Increasing Operational Complexity With the rise of digital transformation, automation, and data-driven environments, professionals are expected to manage complexity without formal tools such as systems thinking.
How Structured Learning Improves Governance in Financial Services
Structured learning introduces consistency across how organisations operate.
Through structured learning programmes, financial institutions can:
Improve decision-making across teams
Strengthen accountability
Align processes and people
Support business performance improvement
Build long-term leadership capability
It creates a shared framework for how decisions are made and how governance is applied in practice.
Structured Learning in Practice: A Clear Comparison
The difference between experience alone and structured learning becomes more visible in how professionals approach governance, decision-making, and accountability in their roles.
Without Structured Learning
With the Higher Certificate in Management of Technology and Innovation
Inconsistent decision-making
Structured, repeatable decision-making frameworks
Reactive leadership
Proactive, strategic thinking aligned to organisational goals
Limited accountability
Clear alignment to governance principles and accountability structures
Experience-based judgement
System-driven, evidence-based decision-making
Why Learning and Development Matters in Financial Services
Organisations are placing increasing emphasis on workplace learning and development.
In financial services, this is driven by the need to:
Strengthen leadership capability
Support compliance and risk management
Enable continuous professional development
Build structured pathways for career progression
Governance requires more than policies. It requires capability that is consistently developed.
The Role of Systems Thinking in Decision-Making
Modern financial institutions require professionals who can think beyond isolated tasks.
Systems thinking enables individuals to:
Understand how decisions impact multiple areas
Identify patterns across operations
Manage complexity more effectively
Align decisions with broader organisational goals
When combined with an understanding of technology and innovation, this creates a stronger foundation for effective decision-making.
How the Higher Certificate in Management of Technology and Innovation Bridges the Gap
The Higher Certificate in Management of Technology and Innovation (NQF 5) provides a structured foundation for professionals looking to strengthen their capability within financial services.
It is designed for individuals who are already working, contributing, and gaining experience, but who require formal structure to grow further.
From Learning to Real Workplace Impact
At The DaVinci Institute, structured learning is not positioned as an academic exercise, but as a practical tool for strengthening how professionals operate within complex environments.
We support managers and emerging leaders in developing the capability to lead innovation with structure, clarity, and accountability. This becomes especially important in financial services, where governance is embedded in everyday decision-making.
This is not just another certificate. The Higher Certificate in Management of Technology and Innovation is a career accelerator, designed to equip professionals with practical, future-ready innovation skills that can be applied immediately within their roles.
Rather than separating learning from the workplace, the programme integrates the two. Professionals engage with real challenges, applying structured frameworks, systems thinking, and innovation principles in real time.
Graduates do not leave with theory alone. They leave with:
Practical solutions already tested within their work environments
Improved decision-making capability grounded in structure
A clearer understanding of accountability and governance in action
The confidence to lead change within their teams
At DaVinci, innovation is only meaningful when it produces measurable change. It is not about ideas in isolation, but about how those ideas translate into improved processes, stronger governance, and better organisational outcomes.
How This Qualification Supports Your Career in Financial Services
In a sector defined by regulation, accountability, and performance, structured capability is increasingly becoming a differentiator.
This qualification supports your career by:
Strengthening your credibility in governance-driven environments
Preparing you for supervisory and leadership roles
Enhancing your ability to make consistent, defensible decisions
Providing a formal pathway into further management and leadership studies
It allows you to move from experience-based performance to structured, recognised capability.
What This Qualification Develops
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Management Foundations Build a clear understanding of governance, accountability, and organisational systems.
Systems Thinking and Problem Solving Develop the ability to approach challenges with structure and consistency.
Technology and Innovation Awareness Gain insight into how technology shapes modern financial environments.
Work-Integrated Learning Apply learning directly in the workplace to support growth without interrupting performance.
Who Should Study This Qualification?
The Higher Certificate in Management of Technology and Innovation is particularly relevant for:
Financial services professionals in operational roles
Risk and compliance support staff
Customer service and administrative teams
Emerging leaders and supervisors
It is ideal for those seeking:
An entry-level management qualification
Career advancement opportunities
A structured pathway into further studies
A way to formalise workplace experience
Building Stronger Financial Services Teams
Strong governance is built through consistent practice.
Organisations that invest in structured learning are better positioned to:
Improve accountability
Strengthen decision-making
Align teams and processes
Build resilient and capable workforces
This is especially important in financial services, where consistency and precision are critical.
The Future of Financial Services Leadership
As the sector continues to evolve, organisations will place greater emphasis on structured capability.
Future-ready teams will:
Embed structured learning into their operations
Strengthen governance practices
Develop strategic thinking skills
Align learning with organisational outcomes
The ability to make consistent, informed decisions will remain a defining advantage.
Frequently Asked Questions
Is the Higher Certificate in Management of Technology and Innovation suitable for beginners? Yes, it is designed for working professionals who want to formalise their experience and build structured management capability.
How does this qualification help in financial services? It strengthens governance, accountability, and decision-making, which are critical in regulated environments.
Can I study while working? Yes, the programme supports work-integrated learning, allowing you to apply concepts directly in your role.
Take the Next Step
If you are already working in financial services, managing responsibilities and contributing to organisational performance, you have the experience.
As The DaVinci Institute celebrates its coming of age, 21 years of purposeful impact, partnership, and innovation, the milestone is being recognised not only internally, but across the broader higher education landscape.
A message of support from the Association of Private Providers of Education, Training and Development (APPETD), delivered by Dr Shirley Lloyd, affirms the significance of this moment and the role the Institute continues to play in shaping a more responsive and relevant education system in South Africa.
This recognition is not simply a gesture of congratulations. It reflects the influence of an institution that has consistently aligned learning with real-world complexity.
A Milestone Rooted in Purpose and Impact
The coming of age of The DaVinci Institute represents more than the passage of time. It marks the evolution of a distinctive academic model, one built on co-creation, systems thinking, and meaningful engagement with industry.
Over the past 21 years, the Institute has positioned itself as an active contributor to the transformation of higher education, bridging the gap between theory and practice, and equipping leaders to operate within complex organisational environments.
Dr Shirley Lloyd acknowledges this contribution, noting that “institutions like The DaVinci Institute are critical in shaping a higher education sector that is responsive, collaborative, and aligned to the needs of society and the economy.”
Her message reinforces the importance of institutions that do not operate in isolation, but as part of a broader ecosystem of change.
Partnership as a Defining Force
At the centre of this recognition is the Institute’s commitment to partnership.
From its inception, The DaVinci Institute has adopted a model that brings industry, academia, and professionals into a shared space of learning and development. This approach has enabled the co-creation of knowledge that is both relevant and immediately applicable.
APPETD’s support highlights the importance of such models within the sector, particularly as the demands on education continue to evolve.
Education That Responds to a Changing World
The coming of age theme also speaks to adaptability, the ability of an institution to evolve in response to changing societal and organisational needs.
At DaVinci, this is reflected in its emphasis on work-integrated learning and its commitment to embedding real organisational challenges into the academic journey.
Dr Lloyd underscores this shift, stating that “the future of education lies in its ability to connect theory with practice, and to equip learners with the capability to navigate complexity with confidence.”
This perspective aligns closely with The DaVinci Institute’s philosophy, where learning is not static, but dynamic and deeply connected to lived experience.
A Shared Vision for the Future
As The DaVinci Institute marks its coming of age, the message from APPETD serves as both affirmation and encouragement.
It reflects a shared vision across the higher education sector, one that prioritises relevance, collaboration, and impact.
This milestone is therefore not only a celebration of the past, but a signal of continued responsibility, to shape leaders, influence systems, and contribute meaningfully to society.
Continuing the Journey
The coming of age of The DaVinci Institute is both a moment of reflection and a call to action.
It highlights what is possible when education is intentionally designed, grounded in real-world application, and driven by partnership.
Through the support of the Association of Private Providers of Education, Training and Development (APPETD), and voices like Dr Shirley Lloyd, the Institute’s journey is both recognised and strengthened.
And as it steps into its next chapter, it does so with a clear mandate, to continue co-creating the future of education, leadership, and impact.
On 22 April 2026, The DaVinci Institute, in partnership with IRCA Global, officially onboarded a cohort of 21 students into the Higher Certificate in Management of Technology and Innovation.
This initiative, supported by Advanced Group Transformation and represented by Naas Fischer, reflects a deliberate investment in developing future-ready professionals equipped to navigate complexity, lead innovation, and contribute meaningfully within their organisations.
From the outset, the session was positioned not merely as an academic introduction, but as the beginning of a structured developmental journey. The onboarding established clarity around programme expectations, learning outcomes, and the level of commitment required, reinforcing a culture of accountability and purpose among participants.
A Philosophy of Learning and Leadership
Head of Faculty: Technology and Innovation Management, Dr Sam February, welcomed the cohort on behalf of Prof Benjamin Anderson, President Edward Kieswetter and the Institute’s leadership, introducing students to what it means to become part of the DaVinci learning community.
Framing the experience through the meaning embedded in the DaVinci name, he emphasised principles such as discovery, adaptability, vision, innovation, navigation, collaboration, and impact. These concepts were not presented as abstract ideas, but as practical lenses through which students are expected to interpret their environments and make decisions.
As he noted, the journey ahead is about more than acquiring knowledge. It is about learning to think differently, to engage with complexity, and to apply insights in ways that create real value.
Purpose Beyond Qualification
Justin Nash, the CEO of IRCA Global, reinforced the significance of the decision taken by the students, positioning the qualification as both a professional and personal milestone.
He highlighted that the value of such a journey extends beyond financial reward, pointing instead to the deeper impact of informed decision-making and responsible leadership. The message was clear: the true return on learning lies in the ability to influence outcomes and improve the environments in which one operates.
Investing in Long-Term Impact
Naas Fischer, representing Advanced Group Transformation, emphasised the broader context within which the programme sits. He positioned the qualification as part of a larger developmental trajectory, both at an organisational and national level.
Students were encouraged to look beyond immediate outcomes and consider the long-term implications of their learning journey, particularly within a rapidly evolving global and local landscape. The credibility associated with a recognised tertiary qualification, he noted, plays a critical role in shaping future opportunities.
A Different Approach to Learning
A defining feature of the onboarding was the emphasis on DaVinci’s distinctive learning model. As reinforced during the session, the programme moves away from traditional academic conventions such as examinations and rigid assessment frameworks.
Instead, the focus is on active engagement, critical thinking, and the practical application of knowledge within real-world contexts. Learning is positioned as a dynamic process, requiring presence, reflection, and participation.
Setting the Tone for the Journey Ahead
Overall, the onboarding signalled a clear intent. This is not a programme designed for passive participation, but for individuals prepared to engage deeply with their own development and the challenges within their environments.
By aligning academic insight with organisational relevance, the partnership between The DaVinci Institute, IRCA Global, and Advanced Group Transformation establishes a strong foundation for meaningful learning and measurable impact.
As the cohort begins this journey, they do so as part of a broader learning community committed to inquiry, application, and purposeful leadership in an increasingly complex world.
