For the modern African corporation, corporate training has been a fundamental pillar of effective corporate governance. Annual calendars are approved, compliance metrics are satisfied, and talent development goals are officially recorded.
However, in light of changing economic trends, senior leadership must evaluate whether these structured investments are translating directly into operational resilience.
To examine this, we draw on the insights of two accomplished professionals: John Louis Opata, who brings extensive experience managing enterprise-wide capability frameworks at major financial institutions, and Davis Kofi Frimpong, who directs human resources operations at the forward-looking technology firm Aya Data Ghana. While operating in distinct sectors, both offer a genuine assessment of how organizations can better align training expenditure with measurable business outcomes.
Optimizing the Diagnostic Process: Aligning Training Programs with Business Needs
Q to John Opata: Where do organisations mostly get it wrong when planning or designing training programmes?
The biggest mistake organisations make is confusing symptoms with causes. Performance drops, customer complaints increase, targets are missed, and the immediate response is often: “Let’s organise training.” But what if the issue is not a skills gap? What if employees already know what to do, but processes are broken? What if managers are not providing directions? What if workloads are overwhelming? What if incentives are driving the wrong behaviours?
Too often, organisations prescribe training before diagnosing the problem. It’s like giving someone medication before understanding the illness. What I’ve found is that the most effective learning functions spend less time asking, “What training do we need?” and more time asking, “What problem are we really trying to solve?” That shift changes everything. Training should never be the default answer. It should be the informed answer.
Editor’s Note: To move beyond quick-fix training and solve actual business problems, we have to look closely at our middle management layer where these hidden operational gaps lie.
Q to Davis Frimpong: What capability gaps do you consistently see across organisations that directly affect performance or business outcomes?
Two gaps stand out. The first is managerial capability at the middle layer. Organisations invest in senior leadership and in entry-level onboarding, but the people who actually drive day-to-day performance like team leads, line managers, etc. are often underdeveloped and under-supported. They are promoted for technical excellence and left to figure out people management on their own. The result is inconsistent feedback cultures, poor performance conversations, and retention failures that get misread. The second gap is compliance and policy literacy. In my experience, many HR teams are building policy frameworks that employees and even managers do not understand or apply. The gap isn’t just skills. It’s also the bridge between what is written and what is practised.
Evidence-Based Performance Tracking: Moving Beyond Participation Metrics
Q to John Opata: After training is delivered, how should organizations realistically measure whether learning has translated into behaviour or performance change?
One of the questions I often ask leaders is: “If nobody’s performance improved after the training, would you still call it successful?” That question usually changes the conversation. For years, many organisations have relied on attendance reports and satisfaction surveys. While those measures are useful, they tell only a small part of the story. A participant can love a programme and still change nothing afterwards. The real test begins when people return to work. Are managers noticing different behaviours? Are employees making better decisions? Are teams collaborating more effectively? Are customers experiencing better service? Are business results improving?
I encourage organisations to think of learning measurement as following footprints. Learning leaves traces. You should be able to see evidence of it in behaviour, decision-making, productivity, innovation, leadership effectiveness, or customer outcomes. If learning cannot be connected to performance, then we have measured participation, not impact.
Editor’s Note: Tracking those real performance footprints means moving past empty participation metrics and building actual everyday accountability into our team structures.
Q to Davis Frimpong: What separates organisations that genuinely build a learning culture from those that don’t?
One word: Accountability. Organisations that talk about learning culture but don’t operationalise it tend to treat L&D as a calendar event, i.e., training days, annual workshops, LinkedIn Learning subscriptions nobody uses. The organisations that get it right treat learning as a performance variable, not a perk. That means managers are accountable for their team’s development, not just their output. It means learning objectives are connected to business outcomes that someone is measured on.
For me, it also means psychological safety is really practicalized – people can ask questions, flag skill gaps, and be wrong in public without it being career-limiting. In my current context, I’ve had to be deliberate about this because we are a lean team moving fast through significant structural change. Learning has to happen at the edge of discomfort, and not always in controlled safety.
The Evolution of Workforce Readiness: Complementing Qualifications with Dynamic Competencies
Q to John Opata: In your experience, what makes a training programme effective beyond just good content delivery?
Think about the best training programme you have ever attended. Chances are, what made it memorable was not the slides. It was what happened afterwards. The truth is that learning does not create value when people only understand something new. Learning creates value when people understand and do something new. I’ve seen organisations invest heavily in world-class facilitators and brilliant content, only to see very little change in performance. Why? Because learning was treated as an event rather than a journey.
The most effective programmes create a bridge between learning and doing. They answer three critical questions: Why does this matter? How do I apply it? Who will support me when I try? People do not learn because training happened. People learn because the environment allows learning to happen.
Editor’s Note: Creating an action-oriented learning environment becomes even more critical as traditional academic degrees fail to match the real-world execution businesses need today.
Q to Davis Frimpong: What is the most significant shift you’ve seen in how organisations define “skills” and workforce readiness?
The most significant shift is the collapse of the credentials-equals-competence assumption. For a long time, organisations – especially across West Africa – equated workforce readiness with formal qualifications. A degree meant you were ready; a certificate meant you could do the job. What I’ve seen, particularly working in a company that sits at the intersection of AI and African labour markets, is that the gap between what institutions produce and what the workplace actually demands has widened dramatically.
Organisations are now having to define skills in much more granular, role-specific terms. It’s less about what you studied and more about what you can do or execute, adapt to, and learn next. Workforce readiness is now increasingly a dynamic state, not a fixed credential.
The Strategic Integration of AI: Enhancing Human and Institutional Capacity
Q to John Opata: With AI making it easier to create training content in minutes, what do you think will separate truly effective learning programmes from the ones employees quickly forget?
We are entering an era where content is becoming abundant. In fact, content may soon become the least valuable part of learning. I have seen AI can generate courses, videos, quizzes, simulations, and learning resources in minutes. What AI cannot easily replicate is context, connection, and human touch. The future will belong to organisations that stop focusing on content creation and start focusing on capability creation.
See, staff will not remember a beautifully designed module because AI wrote it in thirty seconds. They will remember the experience that helped them solve a difficult problem, become a better leader, navigate challenges, or perform their role more effectively. We are moving from being content creators to becoming capability builders. The question is no longer: “How do we create more learning content?” The question is: “How do we create moments that change how people think, decide, and perform?”
Editor’s Note: While we shift our focus toward high-value contextual learning, practically applying AI means stepping back to honestly audit our roles and map out our true human capabilities to ensure optimal workforce planning.
Q to Davis Frimpong: How is AI reshaping how organisations think about skills development and workforce planning in practice?
In practice – and I say “in practice” deliberately because the theoretical conversation is ahead of the operational reality – AI is compressing timelines and forcing more honest workforce planning. At Aya Data, we work directly in the AI space, so I’ve had a front-row seat to this. What I observe is that organisations are beginning to audit roles differently: not just “what does this person do?” but “what proportion of this role can be automated, and what’s left?”
That reframing changes how you hire, how you scope learning interventions, and how you structure teams. Workforce planning is becoming less about headcount and more about capability portfolios. The challenge for HR in Africa is that most teams don’t yet have the data infrastructure or analytical rigour to do this well. We are making consequential decisions on intuition where we should be making them on evidence.
The Path Forward: Auditing Our Skills for the Future
Q to John Opata: If you could change one thing about how organisations approach training effectiveness today, what would it be?
If I could change one thing, I would change the conversation. Too often, organisations ask: “What training should we provide?” I would rather they ask: “What capabilities must we build to succeed in the future?” There is a profound difference between those two questions. One focuses on activities. The other focuses on outcomes. The organisations that will thrive in the coming years will not necessarily be those with the biggest learning budgets, the most courses, or the most sophisticated learning platforms.
They will be the organisations that build a culture where learning is woven into everyday work. Because competitive advantage is no longer created by what organisations know. It is created by how quickly they can learn, adapt, and apply what they know. Our job is not simply to help people learn. Our job is to help people become capable of thriving in a world that refuses to stand still.
Editor’s Note: To successfully shift this conversation toward outcomes, talent leaders must establish clear internal baselines that transparently outline current capacities.
Q to Davis Frimpong: What is one bold but practical step HR and L&D leaders in Africa should take today to better prepare their workforce for the future?
Conduct an honest skills audit and publish the results internally. Not the usual glossy HR report, but a candid organisational reckoning with where your workforce actually is versus where the business needs it to be. Most African HR teams are reactive: they respond to skill gaps after the business has already paid for them through missed targets, failed projects, or expensive external hires.
The bold step is getting ahead of that and mapping current capabilities against a 24-month business horizon and making that gap visible to leadership. It requires HR to have enough standing and credibility to bring uncomfortable data to the table. Unfortunately, in many organisations, HR doesn’t yet occupy that seat. Taking this step is how I believe we can earn it.
Editor’s Closing Note: Both practitioners ultimately point to a fundamental truth regarding corporate governance: the true value of an intervention lies not in its completion, but in its systemic integration. True institutional capability cannot be achieved through passive training calendars alone; it requires data-driven planning and absolute operational accountability. For the traditional enterprise, the path forward requires a willingness to establish transparent internal baselines, ensuring that our investments today successfully secure the organization’s operational legacy for tomorrow.
As a leading instrument in workforce transformation across Africa, Dataleum helps organizations bridge these exact capability gaps by designing data-driven talent development frameworks that translate directly into business impact.
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