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ARTIFICIAL INTELLIGENCE

An AI-native strategy firm

Global Advisors: a consulting leader in defining quantified strategy, decreasing uncertainty, improving decisions, achieving measureable results.

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Quantified Strategy

Decreased uncertainty, improved decisions

Global Advisors is a leader in defining quantified strategies, decreasing uncertainty, improving decisions and achieving measureable results.

We specialise in providing highly-analytical data-driven recommendations in the face of significant uncertainty.

We utilise advanced predictive analytics to build robust strategies and enable our clients to make calculated decisions.

We support implementation of adaptive capability and capacity.

Our latest

Thoughts

Podcast – The Real AI Signal from Davos 2026

Podcast – The Real AI Signal from Davos 2026

While the headlines from Davos were dominated by geopolitical conflict and debates on AGI timelines and asset bubbles, a different signal emerged from the noise. It wasn’t about if AI works, but how it is being ruthlessly integrated into the real economy.

In our latest podcast, we break down the “Diffusion Strategy” defining 2026.

3 Key Takeaways:

  1. China and the “Global South” are trying to leapfrog: While the West debates regulation, emerging economies are treating AI as essential infrastructure.
    • China has set a goal for 70% AI diffusion by 2027.
    • The UAE has mandated AI literacy in public schools from K-12.
    • Rwanda is using AI to quadruple its healthcare workforce.
  2. The Rise of the “Agentic Self”: We aren’t just using chatbots anymore; we are employing agents. Entrepreneur Steven Bartlett revealed he has established a “Head of Experimentation and Failure” to use AI to disrupt his own business before competitors do. Musician will.i.am argued that in an age of predictive machines, humans must cultivate their “agentic self” to handle the predictable, while remaining unpredictable themselves.
  3. Rewiring the Core: Uber’s CEO Dara Khosrowshahi noted the difference between an “AI veneer” and a fundamental rewire. It’s no longer about summarising meetings; it’s about autonomous agents resolving customer issues without scripts.

The Global Advisors Perspective: Don’t wait for AGI. The current generation of models is sufficient to drive massive value today. The winners will be those who control their “sovereign capabilities” – embedding their tacit knowledge into models they own.

Read our original perspective here – https://with.ga/w1bd5

Listen to the full breakdown here – https://with.ga/2vg0z
While the headlines from Davos were dominated by geopolitical conflict and debates on AGI timelines and asset bubbles, a different signal emerged from the noise. It wasn't about if AI works, but how it is being ruthlessly integrated into the real economy.

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Strategy Tools

PODCAST: Effective Transfer Pricing

PODCAST: Effective Transfer Pricing

Our Spotify podcast discusses how to get transfer pricing right.

We discuss effective transfer pricing within organizations, highlighting the prevalent challenges and proposing solutions. The core issue is that poorly implemented internal pricing leads to suboptimal economic decisions, resource allocation problems, and interdepartmental conflict. The hosts advocate for market-based pricing over cost recovery, emphasizing the importance of clear price signals for efficient resource allocation and accurate decision-making. They stress the need for service level agreements, fair cost allocation, and a comprehensive process to manage the political and emotional aspects of internal pricing, ultimately aiming for improved organizational performance and profitability. The podcast includes case studies illustrating successful implementations and the authors’ expertise in this field.

Read more from the original article.

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Fast Facts

Fast Fact: Great returns aren’t enough

Fast Fact: Great returns aren’t enough

Key insights

It’s not enough to just have great returns – top-line growth is just as critical.

In fact, S&P 500 investors rewarded high-growth companies more than high-ROIC companies over the past decade.

While the distinction was less clear on the JSE, what is clear is that getting a balance of growth and returns is critical.

Strong and consistent ROIC or RONA performers provide investors with a steady flow of discounted cash flows – without growth effectively a fixed-income instrument.

Improvements in ROIC through margin improvements, efficiencies and working-capital optimisation provide point-in-time uplifts to share price.

Top-line growth presents a compounding mechanism – ROIC (and improvements) are compounded each year leading to on-going increases in share price.

However, without acceptable levels of ROIC, the benefits of compounding will be subdued and share price appreciation will be depressed – and when ROIC is below WACC value will be destroyed.

Maintaining high levels of growth is not as sustainable as maintaining high levels of ROIC – while both typically decline as industries mature, growth is usually more affected.

Getting the right balance between ROIC and growth is critical to optimising shareholder value.

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Selected News

Quote: Kristalina Georgieva – Managing Director, IMF

Quote: Kristalina Georgieva – Managing Director, IMF

“What is being eliminated [by AI] are often tasks done by new entries into the labor force – young people. Conversely, people with higher skills get better pay, spend more locally, and that ironically increases demand for low-skill jobs. This is bad news for recent … graduates.” – Kristalina Georgieva – Managing Director, IMF

Kristalina Georgieva, Managing Director of the International Monetary Fund (IMF), delivered this stark observation during a World Economic Forum Town Hall in Davos on 23 January 2026, amid discussions on ‘Dilemmas around Growth’. Speaking as AI’s rapid adoption accelerates, she highlighted a dual dynamic: the elimination of routine entry-level tasks traditionally filled by young graduates, coupled with productivity gains for higher-skilled workers that paradoxically boost demand for low-skill service roles.1,2,5

Context of the Quote

Georgieva’s remarks form part of the IMF’s latest research, which estimates that AI will impact 40% of global jobs and 60% in advanced economies through enhancement, elimination, or transformation.1,3 She described AI as a ‘tsunami hitting the labour market’, emphasising its immediate effects: one in ten jobs in advanced economies already demands new skills, often IT-related, creating wage pressures on the middle class while entry-level positions vanish.1,2,5 This ‘accordion of opportunities’ sees high-skill workers earning more, spending locally, and sustaining low-skill jobs like hospitality, but leaves recent graduates struggling to enter the workforce.5

Backstory on Kristalina Georgieva

Born in 1953 in Sofia, Bulgaria, Kristalina Georgieva rose from communist-era academia to global economic leadership. She earned a PhD in economic modelling and worked as an economist before Bulgaria’s democratic transition. Joining the World Bank in 1993, she climbed to roles including Chief Economist for Europe and Central Asia, then Commissioner for International Cooperation, Humanitarian Aid, and Crisis Response at the European Commission (2010-2014). Appointed IMF Managing Director in 2019, she navigated the COVID-19 crisis, steering over USD 1 trillion in lending and advocating fiscal resilience. Georgieva’s tenure has focused on inequality, climate finance, and digital transformation, making her a authoritative voice on AI’s socioeconomic implications.3,5

Leading Theorists on AI and Labour Markets

The theoretical foundations of Georgieva’s analysis trace to pioneering economists dissecting technology’s job impacts.

  • David Autor: MIT economist whose ‘task-based framework’ (with Frank Levy) posits jobs as bundles of tasks, some automatable. Autor’s research shows AI targets routine cognitive tasks, polarising labour markets by hollowing out middle-skill roles while boosting high- and low-skill demand-a ‘polarisation’ mirroring Georgieva’s entry-level concerns.3
  • Erik Brynjolfsson and Andrew McAfee: MIT scholars and authors of The Second Machine Age, they argue AI enables ‘recombinant innovation’, automating cognitive work unlike prior mechanisation. Their work warns of ‘winner-takes-all’ dynamics exacerbating inequality without policy interventions like reskilling, aligning with IMF calls for adaptability training.3
  • Daron Acemoglu: MIT Nobel laureate (2024) who, with Pascual Restrepo, models automation’s ‘displacement vs productivity effects’. Their framework predicts AI displaces routine tasks but creates complementary roles; however, without incentives for human-AI collaboration, net job losses loom for low-skill youth.5

These theorists underpin IMF models, stressing that AI’s net employment effect hinges on policy: Northern Europe’s success in ‘learning how to learn’ exemplifies adaptive education over rigid skills training.5

Broader Implications

Georgieva urges proactive measures-reskilling youth, bolstering social safety nets, and regulating AI for inclusivity-to avert deepened inequality. Emerging markets face steeper skills gaps, risking divergence from advanced economies.1,3,5 Her personal embrace of tools like Microsoft Copilot underscores individual agency, yet systemic reform remains essential for equitable growth.

References

1. https://www.businesstoday.in/wef-2026/story/wef-summit-davos-2026-ai-jobs-workers-middle-class-labour-market-imf-kristalina-georgieva-512774-2026-01-24

2. https://fortune.com/2026/01/23/imf-chief-warns-ai-tsunami-entry-level-jobs-gen-z-middle-class/

3. https://globaladvisors.biz/2026/01/23/quote-kristalina-georgieva-managing-director-imf/

4. https://www.youtube.com/watch?v=4ANV7yuaTuA

5. https://www.weforum.org/podcasts/meet-the-leader/episodes/ai-skills-global-economy-imf-kristalina-georgieva/

"What is being eliminated [by AI] are often tasks done by new entries into the labor force - young people. Conversely, people with higher skills get better pay, spend more locally, and that ironically increases demand for low-skill jobs. This is bad news for recent ... graduates." - Quote: Kristalina Georgieva - Managing Director, IMF

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