Feature/OPED
Africa’s Data Centre Market Projected to Reach $7bn by 2028
By Divij Ruparelia
Africa’s data centre market is growing at an unprecedented rate, driven by increasing internet penetration, rapid adoption of cloud computing, and soaring demand for digital services. As the continent embraces the digital revolution, the data centre market is projected to reach over $7 billion by 2028, with an annual growth rate (CAGR 2024-2028) of 7%. This growth is not only transforming Africa’s digital landscape but also presenting significant opportunities for investors, technology companies, and local businesses.
The Rise of Internet Users and Cloud Adoption
There has been a significant surge in internet usage across Africa, with the number of users soaring to approximately 645 million in 2023, representing a remarkable 3.5-fold increase compared to 2014 figures. The upward trend is anticipated to persist, with estimates suggesting that by 2029, the African continent will boast an impressive online population exceeding 1.1 billion connected individuals. This rapid growth, coupled with the COVID-19 pandemic accelerating the shift to cloud computing and remote work, has intensified the need for robust data centre infrastructure. As more businesses and individuals rely on digital services, the demand for data storage, processing, and transmission continues to soar, fuelling the expansion of the African data centre market.
Navigating Challenges and Seizing Opportunities
The growth of data centres in Africa presents immense potential, but it also comes with significant challenges. Many current data centres are concentrated in crowded markets where supply outpaces short-term demand. These facilities, often built to hyperscaler specifications to suit the requirements of tech giants like Meta and Amazon, are prohibitively expensive and over-specced for local enterprises and SMEs. The costs associated with these hyper-scaler data centres are simply too high for the vast majority of African businesses, rendering them inaccessible and impractical. Consequently, the largest data centre providers find themselves competing for a limited number of hyperscalers, leading to revenue traction struggles.
To overcome this challenge, a plethora of local providers offering a true local product-market fit with appropriately sized data centres have emerged and are now uniquely well-positioned for success. These local providers understand the financial constraints and specific needs of African businesses and can offer tailored solutions at more affordable prices. By catering to the budgets and requirements of local enterprises and SMEs, these providers can tap into a much broader customer base and achieve more sustainable growth. Moreover, strategic positioning within core data corridors, connecting landlocked countries to sub-sea fibre cables and housing internet exchanges, presents a lucrative market opportunity for these local providers. This approach not only makes data centre services more accessible to African businesses but also contributes to the overall digital growth and transformation of the continent.
Innovating Amidst Power Instability
One of the most significant challenges facing African data centres is the issue of intermittent power and unreliable electricity supply. Many countries in Africa experience frequent power outages, which can be detrimental to the operation of data centres that rely on a constant and stable power supply.
To mitigate this issue, data centre providers are investing in backup power solutions, such as uninterruptible power supply (UPS) systems and diesel generators. However, these solutions can be expensive to operate and maintain, and they also contribute to carbon emissions. Some data centre providers are exploring alternative power sources, such as solar and wind energy, to reduce their reliance on the grid and improve their sustainability.
Another approach is to locate data centres in areas with more reliable power infrastructure, such as industrial zones or near power generation facilities. This strategy can help to minimise the risk of power outages and ensure a more stable power supply for the data centre.
Data Centres at the Crossroads of Connectivity
The growth of Africa’s data centre market is also contingent upon the availability and accessibility of high-speed internet connectivity. Undersea cables play a crucial role in connecting Africa to the global internet, and data centres that are located near these cables can benefit from faster and more reliable connectivity.
Currently, several major undersea cable systems connect Africa to the rest of the world, including the SEA-ME-WE 5, the Africa Coast to Europe (ACE), and the South Atlantic Cable System (SACS). These cables land at various points along the African coastline, such as Cape Town, Mombasa, and Djibouti, and provide high-capacity connectivity to the continent.
Data centre providers are strategically positioning their facilities near these landing points to take advantage of the available connectivity. For example, Wingu Africa with data centres in Djibouti has connections to SMW-3, EIG, EASSy, AAE-1, SEA-ME-WE-5, and Aden-Djibouti and Liquid Intelligent Technologies has established a data centre in Cape Town, which is near several undersea cable landing stations, including the WACS, SAT-3/WASC, and ACE cables.
In addition to undersea cables, the growth of Africa’s data centre market is also dependent on the availability of terrestrial fibre networks. These networks connect data centres to end-users and enable the delivery of high-speed internet and other digital services.
The development of fibre networks in Africa has been uneven, with some countries having more extensive coverage than others. However, there are several initiatives underway to expand fibre coverage across the continent, such as the pan-African fibre network being built by Liquid Intelligent Technologies.
Data centre providers are also investing in their fibre networks to improve connectivity and reduce their reliance on third-party providers. For example, Raxio’s 500-kilometre fibre network in Uganda which connects its data centres to key locations across the country.
Growth Contingent upon FTTx
The availability of fibre-to-the-x (FTTx) networks is critical for driving the adoption of digital services and applications, such as e-commerce, video streaming, and remote work. As more people and businesses in Africa gain access to high-speed internet through FTTx, the demand for data centre services is expected to increase.
However, the deployment of FTTx networks in Africa has been limited, with only a small percentage of the population currently having access to fibre connectivity. This is due to several factors, including the high cost of infrastructure development, regulatory barriers, and limited investment.
To address this challenge, governments and private sector players are investing in initiatives to expand FTTx coverage across the continent and data centre providers are also partnering with FTTx providers to improve connectivity and reach a wider customer base.
Embracing Sustainability and Green Energy Solutions
The issue of reliable power supply remains a persistent challenge for the African data centre market. Many data centres still grapple with fundamental power issues and remain heavily dependent on diesel generators due to grid unreliability. In response, data centre providers that prioritise renewable and sustainable energy solutions are likely to build company value faster and have ultimately more medium-term appeal for investors and acquirers.
Teraco are making significant investments in green data centres powered by renewable energy and employing advanced cooling technologies to reduce energy consumption. In 2021, Teraco raised $680 million in debt funding to finance what they claim will be some of Africa’s largest and most environmentally friendly data centres, adding 100MW in capacity, including a utility-scale renewable energy site. This move reflects the growing importance of sustainability in the data centre industry and the need for operators to align their practices with global ESG standards, which are increasingly becoming a fundamental requirement for many investors and strategics in the sector.
Other data centre providers in Africa are also exploring innovative solutions to address the power challenge. For example, Africa Data Centres, part of Cassava Technologies has announced plans to power its facilities with renewable energy, with a target of achieving carbon neutrality by 2030.
Key Players and Investment Landscape
The African data centre market is populated by a diverse array of players, from local start-ups to global technology giants. As the market has matured over the past three years, consolidation and international strategic interest have become more prevalent, with global entrants such as Digital Bridge and Equinix making their mark.
Equinix, a global leader in data centre services, has established a strong presence in Africa, while Teraco, majority acquired by Digital Bridge in 2022, continues to expand its footprint. Raxio Data Centre, having raised up to $170 million in debt and $46 million in equity financing in 2023, is another key player driving growth in the region. Wingu Africa, supported byAfrica Capitalworks, with data centres built or under construction in Djibouti, Somaliland, Ethiopia, and Tanzania, and IX Africa, supported by Helios Investment Partners, are also making significant contributions to the market’s development.
The influx of over $2 billion in funding for African data centre operators in 2021 alone underscores the immense growth potential and investor confidence in this sector. This surge in investment is driven by the recognition of the critical role data centres play in enabling digital transformation, supporting economic growth, and fostering innovation across the continent.
Emerging Markets and Future Growth
While Johannesburg, Cape Town, Lagos, and Nairobi currently have the most cumulative MW of leased data centre capacity in Africa, a 451 Research report from June 2023 highlights that the fastest-growing markets are Kinshasa, Luanda, Cairo, and Dar es Salaam, with 2022-25 CAGRs of 233%, 64%, 48%, and 45%, respectively. There is hardly anywhere else where such sustained growth is available in what otherwise is a globally maturing market.
This highlights the broadening of the market across the continent, with significant growth potential in previously underserved regions. These emerging markets present a unique opportunity for data centre operators to establish a presence early and capitalise on the growing demand for digital services in these areas. The rise of edge computing, the adoption of 5G networks, and the growing importance of data sovereignty will further drive the demand for localised data centre infrastructure across Africa.
Unlocking Value in the African Data Centre Market
The African data centre market is in the midst of a remarkable growth phase, presenting a wealth of opportunities for investors, technology companies, and local businesses. As local and international players continue to invest in the development of state-of-the-art data centres across the continent, Africa is poised to become a major player in the global digital economy.
The key to unlocking value in this market lies in addressing the unique challenges and opportunities present in Africa. Providers that offer appropriately sized data centres with a true local product-market fit, prioritise renewable energy solutions, and strategically position themselves within core data corridors will be well-positioned for success. As consolidation continues over the next three years, operators that achieve scale and market relevance will be best equipped to capitalise on the $7 billion+ market potential.
By investing in the right players, partnering with local businesses, and embracing sustainable practices, stakeholders can tap into the immense growth potential of this sector and play a pivotal role in shaping Africa’s digital future. As the continent continues to embrace the digital revolution, the African data centre market is set to become a key driver of economic growth, innovation, and social progress.
Divij Ruparelia is the COO at DAI Magister
Feature/OPED
If Capital is the Answer, What Exactly is the Problem with First Holdco?
By Blaise Udunze
The Olayemi Cardoso-led Central Bank of Nigeria’s 24-month compliance timeline for the recapitalization of Nigeria’s banking system is about to conclude on March 31, 2026, which is framed as an unavoidable solution to systemic fragility, weak balance sheets, and the demands of a larger, more complex economy. Bigger capital, regulators argue, will produce stronger banks. Though First Bank may have met the CBN’s N500 billion minimum requirement, the latest financials from Femi Otedola-led First HoldCo Plc, which is the parent of Nigeria’s oldest commercial bank, offer a sobering counterpoint, revealing that capital alone cannot cure structural weakness, governance failure, or deep-rooted risk management flaws. If capital is the answer, what exactly is the problem?
What is truly astonishing to many is that beneath the headline growth in earnings lies a financial institution struggling with collapsing earnings quality, surging credit impairments, volatile fair-value exposures, and rising operating inefficiencies. First HoldCo’s numbers are not merely a company-specific disappointment; they are a mirror reflecting the deeper fault lines within Nigeria’s financial system and a warning that recapitalisation, in its current form, risks becoming another cosmetic reset rather than a genuine reform.
On the surface, the topline appears encouraging. The figures showed that gross earnings rose by 17.1 percent to N2.64 trillion in the nine months to 2025, while interest income surged by over 40 percent to N2.29 trillion. Figuring it out, investors, depositors, and analysts understand that these figures, however, are largely the product of a high-interest-rate environment driven by aggressive monetary tightening. They reflect repricing, not necessarily improved lending quality or superior balance-sheet strength. In an economy under strain, rising interest income often signals the transfer of macroeconomic stress from borrowers to banks, rather than sustainable growth.
This becomes evident once attention shifts from revenues to profitability. The performance disclosed that profit before tax declined by 7.3 percent to N566.5 billion, while profit after tax fell nearly 13 percent to N458 billion. Earnings per share dropped by a steep 27.7 percent, a sharper decline than headline profit suggests, pointing to dilution pressures and reduced value accruing to shareholders. More striking still is the full-year picture, where profit after tax from continuing operations collapsed by about 92 percent, plunging to N52.7 billion from N663.5 billion in the prior year. Such a dramatic fall cannot be explained by temporary volatility; it is the consequence of long-suppressed risks finally surfacing.
The most damaging of these risks is asset quality. The most critical figure is the impairment charges that rose by nearly 69 percent in the nine months to N288.9 billion, and by over 75 percent on a full-year basis to N748 billion, and invariably, these numbers tell a story of borrowers buckling under FX exposure, weak cash flows, and a deteriorating operating environment. They also raise uncomfortable questions about credit underwriting standards, concentration risk, and the effectiveness of internal risk controls in earlier lending cycles. After impairments, much of the benefit from higher interest income evaporated, exposing the fragility of earnings built on stressed credit.
Compounding this weakness was a sharp reversal in fair-value accounting. First HoldCo recorded a net loss of N87 billion on financial instruments measured at fair value, a stark contrast to the N549 billion gain recorded a year earlier. Due to this outcome, larger chunks of shareholders’ value were wiped out because this single swing accounted for a negative variance of over N636 billion year-on-year.
The episode highlights a dangerous dependence on market revaluations and FX-driven gains to prop up earnings, as seen that the moment conditions turn, paper profits vanish just as quickly, raising questions about the transparency, sustainability and economic substance of reported results.
Non-interest income provided little cushion. In the nine months to 2025, it declined by 44.5 percent, falling from N618.7 billion to N343.7 billion. While net fees and commission income rose by about 25 percent, the increase was too small to offset the collapse in other income lines. The result is a revenue base that is narrow, volatile, and overly exposed to market swings. Recapitalising banks without addressing this lack of income diversification simply amplifies vulnerability.
At the same time, operating costs surged. Operating expenses climbed by nearly 40 percent to N942.7 billion, while other operating expenses jumped over 43 percent on a full-year basis. Inflation, FX depreciation, energy costs, and technology spending all played a role, but the deeper issue is efficiency. Costs are rising far faster than sustainable income, eroding margins and weakening internal capital generation at precisely the moment banks are being asked to shore up capital buffers. Injecting fresh capital into institutions with broken cost structures does not resolve inefficiency; it merely postpones the inevitable days.
These financial stresses revive longstanding concerns about governance and risk culture in Nigeria’s banking system. Large impairment charges and valuation reversals do not emerge overnight. They accumulate through years of weak credit governance, excessive sector and obligor concentration, insider-related exposures, inadequate stress testing, and regulatory forbearance. Recapitalisation does not answer the most important questions: who gets credit, how risks are approved, how boards exercise oversight, and whether management is truly accountable. Without reform in these areas, more capital simply provides a thicker cushion for future losses.
Foreign exchange risk remains the system’s most dangerous and least resolved fault line. Currency devaluation inflates asset values and boosts interest income on paper, while simultaneously crushing borrowers with FX-denominated obligations. Banks may book translation or revaluation gains even as credit quality deteriorates beneath the surface. This contradiction fuels earnings volatility and undermines confidence in financial reporting. A stronger capital base does not neutralise FX mismatch risk; only disciplined risk management, credible macro policy, and transparent reporting can.
Perhaps most troubling is what First HoldCo’s results imply about regulatory credibility. Many of the impairments and valuation losses reflect risks that were visible long before they crystallised in the income statement. When losses arrive suddenly and in clusters, concerns from different quarters are raised and markets begin to question whether supervision is proactive or merely reactive. Recapitalisation without restoring trust in regulatory oversight risks being interpreted as an admission that deeper problems remain unaddressed and by extension, this erodes trust in the system and a stronger banking sector must also be a fairer and more accountable one.
Nigeria has travelled this road before. Bigger banks and higher capital thresholds have previously delivered reassuring headlines, only for familiar weaknesses to resurface in new forms. First HoldCo’s numbers demonstrate that capital adequacy, while necessary, is far from sufficient. Without the CBN confronting governance failures, asset quality deterioration, concentration risk, FX exposure, transparency gaps, and weak risk culture, recapitalisation risks will become another exercise in delay rather than reform.
The uncomfortable truth is that real stability requires more than fresh equity. It demands honest loss recognition, credible financial reporting, disciplined credit practices, diversified income streams, and regulators willing to enforce standards consistently. Until these missing pieces are addressed, recapitalisation will remain what it too often has been in Nigeria’s financial history, as a larger buffer for the same old problems, and a temporary comfort masking unresolved fragilities.
Blaise, a journalist and PR professional, writes from Lagos, can be reached via: [email protected]
Feature/OPED
Why the Future of PR Depends on Healthier Client–Agency Partnerships
By Moliehi Molekoa
The start of a new year often brings optimism, new strategies, and renewed ambition. However, for the public relations and reputation management industry, the past year ended not only with optimism but also with hard-earned clarity.
2025 was more than a challenging year. It was a reckoning and a stress test for operating models, procurement practices, and, most importantly, the foundation of client–agency partnerships. For the C-suite, this is not solely an agency issue.
The year revealed a more fundamental challenge: a partnership problem that, if left unaddressed, can easily erode the very reputations, trust, and resilience agencies are hired to protect. What has emerged is not disillusionment, but the need for a clearer understanding of where established ways of working no longer reflect the reality they are meant to support.
The uncomfortable truth we keep avoiding
Public relations agencies are businesses, not cost centres or expandable resources. They are not informal extensions of internal teams, lacking the protection, stability, or benefits those teams receive. They are businesses.
Yet, across markets, agencies are often expected to operate under conditions that would raise immediate concerns in any boardroom:
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Unclear and constantly shifting scope
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Short-term contracts paired with long-term expectations
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Sixty-, ninety-, even 120-day payment terms
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Procurement-led pricing pressure divorced from delivery realities
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Pitch processes that consume months of senior talent time, often with no feedback, timelines, or accountability
If these conditions would concern you within your own organisation, they should also concern you regarding the partner responsible for your reputation.
Growth on paper, pressure in practice
On the surface, the industry appears healthy. Global market valuations continue to rise. Demand for reputation management, stakeholder engagement, crisis preparedness, and strategic counsel has never been higher.
However, beneath this top-line growth lies the uncomfortable reality: fewer than half of agencies expect meaningful profit growth, even as workloads increase and expectations rise.
This disconnect is significant. It indicates an industry being asked to deliver more across additional platforms, at greater speed, with deeper insight, and with higher risk exposure, all while absorbing increased commercial uncertainty.
For African agencies in particular, this pressure is intensified by factors such as volatile currencies, rising talent costs, fragile data infrastructure, and procurement models adopted from economies with fundamentally different conditions. This is not a complaint. It is reality.
This pressure is not one-sided. Many clients face constraints ranging from procurement mandates and short-term cost controls to internal capacity gaps, which increasingly shift responsibility outward. But pressure transfer is not the same as partnership, and left unmanaged, it creates long-term risk for both parties.
The pitching problem no one wants to own
Agencies are not anti-competition. Pitches sharpen thinking and drive excellence. What agencies increasingly challenge is how pitching is done.
Across markets, agencies participate in dozens of pitches each year, with success rates well below 20%. Senior leaders frequently invest unpaid hours, often with limited information, tight timelines, and evaluation criteria that prioritise cost over value.
And then, too often, dead silence, no feedback, no communication about delays, and a lack of decency in providing detailed feedback on the decision drivers.
In any other supplier relationship, this would not meet basic governance standards. In a profession built on intellectual capital, it suggests that expertise is undervalued.
This is also where independent pitch consultants become increasingly important and valuable if clients choose this route to help facilitate their pitch process. Their role in the process is not to advocate for agencies but to act as neutral custodians of fairness, realism, and governance. When used well, they help clients align ambition with timelines, scope, and budget, and ensure transparency and feedback that ultimately lead to better decision-making.
“More for less” is not a strategy
A particularly damaging expectation is the belief that agencies can sustainably deliver enterprise-level outcomes on limited budgets, often while dedicating nearly full-time senior resources. This is not efficiency. It is misalignment.
No executive would expect a business unit to thrive while under-resourced, overexposed, and cash-constrained. Yet agencies are often required to operate under these conditions while remaining accountable for outcomes that affect market confidence, stakeholder trust, and brand equity.
Here is a friendly reminder: reputation management is not a commodity. It is risk management.
It is value creation. It also requires investment that matches its significance.
A necessary reset
As leadership teams plan for growth, resilience, and relevance, there is both an opportunity and a responsibility to reset how agency partnerships are structured.
That reset looks like:
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Contracts that balance flexibility and sustainability
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Payment terms that reflect mutual dependency
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Pitch processes that respect time, talent, and transparency for all parties
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Scopes that align ambition with available budgets
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Relationships based on professional parity rather than power imbalance
This reset also requires discipline on the agency side – clearer articulation of value, sharper scoping, and greater transparency about how senior expertise is deployed. Partnership is not protectionism; it is mutual accountability.
The Leadership Question That Matters
The question for the C-suite is quite simple:
If your agency mirrored your internal standards of governance, fairness, and accountability, would you still be comfortable with how the relationship is structured?
If the answer is no, then change is not only necessary but also strategic. Because strong brands are built on strong partnerships. Strong partnerships endure only when both sides are recognised, respected, and resourced as businesses in their own right.
The agencies that succeed and the brands that truly thrive will be those that recognise this early and act deliberately.
Moliehi Molekoa is the Managing Director of Magna Carta Reputation Management Consultants and PRISA Board Member
Feature/OPED
Directing the Dual Workforce in the Age of AI Agents
By Linda Saunders
We will be the last generation to work with all-human workforces. This is not a provocative soundbite but a statement of fact, one that signals a fundamental shift in how organisations operate and what leadership now demands. The challenge facing today’s leaders is not simply adopting new technology but architecting an entirely new operating model where humans and autonomous AI agents work in concert.
According to Salesforce 2025 CEO research, 99% of CEOs say they are prepared to integrate digital labor into their business, yet only 51% feel fully prepared to do so. This gap between awareness and readiness reveals the central tension of this moment: we recognise the transformation ahead but lack established frameworks for navigating it. The question is no longer whether AI agents will reshape work, but whether leaders can develop the new capabilities required to direct this dual workforce effectively.
The scale of change is already visible in the data. According to the latest CIO trends, AI implementation has surged 282% year over year, jumping from 11% to 42% of organisations deploying AI at scale. Meanwhile, the IDC estimates that digital labour will generate a global economic impact of $13 trillion by 2030, with their research suggesting that agentic AI tools could enhance productivity by taking on the equivalent of almost 23% of a full-time employee’s weekly workload.
With the majority of CEOs acknowledging that digital labor will transform their company structure entirely, and that implementing agents is critical for competing in today’s economic climate, the reality is that transformation is not coming, it’s already here, and it requires a fundamental change to the way we approach leadership.
The Director of the Dual Workforce
Traditional management models, built on hierarchies of human workers executing tasks under supervision, were designed for a different era. What is needed now might be called the Director of the dual workforce, a leader whose mandate is not to execute every task but to architect and oversee effective collaboration between human teams and autonomous digital labor. This role is governed by five core principles that define how AI agents should be structured, deployed and optimised within organisations.
Structure forms the foundation. Just as organisational charts define human roles and reporting lines, leaders must design clear frameworks for AI agents, defining their scope, establishing mandates and setting boundaries for their operation. This is particularly challenging given that the average enterprise uses 897 applications, only 29% of which are connected. Leaders must create coherent structures within fragmented technology landscapes as a strong data foundation is the most critical factor for successful AI implementation. Without proper structure, agents risk operating in silos or creating new inefficiencies rather than resolving existing ones.
Oversight translates structure into accountability. Leaders must establish clear performance metrics and conduct regular reviews of their digital workforce, applying the same rigour they bring to managing human teams. This becomes essential as organisations scale beyond pilot projects and we’ve seen a significant increase in companies moving from pilot to production, indicating that the shift from experimentation to operational deployment is accelerating. It’s also clear that structured approaches to agent deployment can deliver return on investment substantially faster than do-it-yourself methods whilst reducing costs, but only when proper oversight mechanisms are in place.
To ensure agents learn from trusted data and behave as intended before deployment, training and testing is required. Leaders bear responsibility for curating the knowledge base agents access and rigorously testing their behaviour before release. This addresses a critical challenge: leaders believe their most valuable insights are trapped in roughly 19% of company data that remains siloed. The quality of training directly impacts performance and properly trained agents can achieve 75% higher accuracy than those deployed without rigorous preparation.
Additionally, strategy determines where and how to deploy agent resources for competitive advantage. This requires identifying high-value, repetitive or complex processes where AI augmentation drives meaningful impact. Early adoption patterns reveal clear trends: according to the Salesforce Agentic Enterprise Index tracking the first half of 2025, organisations saw a 119% increase in agents created, with top use cases spanning sales, service and internal business operations. The same research shows employees are engaging with AI agents 65% more frequently, and conversations are running 35% longer, suggesting that strategic deployment is finding genuine utility rather than novelty value.
The critical role of observability
The fifth principle, to observe and track, has emerged as perhaps the most critical enabler for scaling AI deployments safely. This requires real-time visibility into agent behaviour and performance, creating transparency that builds trust and enables rapid optimisation.
Given the surge in AI implementation, leaders need unified views of their AI operations to scale securely. Success hinges on seamless integration into core systems rather than isolated projects, and agentic AI demands new skills, with the top three in demand being leadership, storytelling and change management. The ability to observe and track agent performance is what makes this integration possible, allowing leaders to identify issues quickly, demonstrate accountability and make informed decisions about scaling.
The shift towards dual workforce management is already reshaping executive priorities and relationships. CIOs now partner more closely with CEOs than any other C-suite peer, reflecting their changing and central role in technology-driven strategy. Meanwhile, recent CHRO research found that 80% of Chief Human Resources Officers believe that within five years, most workforces will combine humans and AI agents, with expected productivity gains of 30% and labour cost reductions of 19%. The financial perspective has also clearly shifted dramatically, with CFOs moving away from cautious experimentation toward actively integrating AI agents into how they assess value, measure return on investment, and define broader business outcomes.
Leading the transition
The current generation of leaders are the crucial architects who must design and lead this transition. The role of director of the dual workforce is not aspirational but necessary, grounded in principles that govern effective agent deployment. Success requires moving beyond viewing AI as a technical initiative to understanding it as an organisational transformation that touches every aspect of operations, from workflow design to performance management to strategic planning.
This transformation also demands new capabilities from leaders themselves. The skills that defined effective management in all-human workforces remain important but are no longer sufficient. Leaders must develop fluency in understanding agent capabilities and limitations, learn to design workflows that optimally divide labor between humans and machines, and cultivate the ability to measure and optimise performance across both types of workers. They must also navigate the human dimensions of this transition, helping employees understand how their roles evolve, ensuring that the benefits of productivity gains are distributed fairly, and maintaining organisational cultures that value human judgement and creativity even as routine tasks migrate to digital labor.
The responsibility to direct what comes next, to architect systems where human creativity, judgement and relationship-building combine with the scalability, consistency and analytical power of AI agents, rests with today’s leaders. The organisations that thrive will be those whose directors embrace this mandate, developing the structures, oversight mechanisms, training protocols, strategic frameworks and observability systems that allow dual workforces to deliver on their considerable promise.
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