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Due Diligence

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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.

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Strategy Tools

PODCAST: A strategic take on cost-volume-profit analysis

PODCAST: A strategic take on cost-volume-profit analysis

Our Spotify podcast highlights that despite familiarity, most managers do not apply CVP analysis and get it wrong in its most basic form.

The hosts explain cost-volume-profit (CVP) analysis, a crucial business tool often misapplied. It details the theoretical underpinnings of CVP, using graphs to illustrate relationships between price, volume, and profit. The hosts highlight common errors in CVP application, such as neglecting volume changes after price increases, leading to the “margin-price-volume death spiral.” The hosts offer practical advice and strategic questions to improve CVP analysis and decision-making, emphasizing the need for accurate costing and a nuanced understanding of market dynamics. Finally, the podcast provides case studies illustrating both successful and unsuccessful CVP implementations.

Read more from the original article.

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Fast Facts

Fast Fact: Some of your business segments are destroying value – which?

Fast Fact: Some of your business segments are destroying value – which?

By Stuart Graham

Key insights

We often see uncertainty in our clients about whether to focus on RONA or growth. While both are obviously important, which will create the greatest value for their companies and shareholders?

We introduced the market-cap curve to help answer this question by plotting the well-known valuation equation for combinations of RONA and growth at a constant valuation.

RONA / growth combinations along the curve preserve the company valuation. Combinations above the curve increase the valuation and combinations below the curve decrease the valuation.

It is easy to see from the graph that companies with high RONA and low growth will benefit more from growth improvements while companies with low RONA and high growth will benefit more from RONA improvements.

The market capitalisation curve provides a useful boundary for capital allocation when business segment performance are plotted against the curve.

ANY performance improvement of ANY business unit raises the aggregate performance and therefore moves the curve outwards – i.e. increases company value.

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Selected News

Quote: David Solomon – Goldman Sachs CEO

Quote: David Solomon – Goldman Sachs CEO

“Generally speaking people hate change. It’s human nature. But change is super important. It’s inevitable. In fact, on my desk in my office I have a little plaque that says ‘Change or die.’ As a business leader, one of the perspectives you have to have is that you’ve got to constantly evolve and change.” – David Solomon – Goldman Sachs CEO

The quoted insight comes from David M. Solomon, Chief Executive Officer and Chairman of Goldman Sachs, a role he has held since 2018. It was delivered during a high-profile interview at The Economic Club of Washington, D.C., 30 October 2025, as Solomon reflected on the necessity of adaptability both personally and as a leader within a globally significant financial institution.

“We have very smart people, and we can put these [AI] tools in their hands to make them more productive… By using AI to reimagine processes, we can create operating efficiencies that give us a scaled opportunity to reinvest in growth.” – David Solomon – Goldman Sachs CEO

David Solomon, Chairman and CEO of Goldman Sachs, delivered the quoted remarks during an interview at the HKMA Global Financial Leaders’ Investment Summit on 4 November 2025, articulating Goldman’s strategic approach to integrating artificial intelligence across its global franchise. His comments reflect both personal experience and institutional direction: leveraging new technology to drive productivity, reimagine workflows, and reinvest operational gains in sustainable growth, rather than pursuing simplistic headcount reductions or technological novelty for its own sake.

Backstory and Context of the Quote

David Solomon’s statement arises from Goldman Sachs’ current transformation—“Goldman Sachs 3.0”—centred on AI-driven process re-engineering. Rather than employing AI simply as a cost-cutting device, Solomon underscores its strategic role as an enabler for “very smart people” to magnify their productivity and impact. This perspective draws on his forty-year career in finance, where successive waves of technological disruption (from Lotus 1-2-3 spreadsheets to cloud computing) have consistently shifted how talent is leveraged, but have not diminished its central value.

The immediate business context is one of intense change: regulatory uncertainty in cross-border transactions, rebounding capital flows into China post-geopolitical tension, and a high backlog of M&A activity, particularly for large-cap US transactions. In this environment, efficiency gains from AI allow frontline teams to refocus on advisory, origination, and growth while adjusting operational models at a rapid pace. Solomon’s leadership style—pragmatic, unsentimental, and data-driven—favours process optimisation, open collaboration, and the breakdown of legacy silos.

About David Solomon

Background:

  • Born in Hartsdale, New York, in 1962; educated at Hamilton College with a BA in political science, then entered banking.
  • Career progression: Held senior roles at Irving Trust, Drexel Burnham, Bear Stearns; joined Goldman Sachs in 1999 as partner, eventually leading the Financing Group and serving as co-head of the Investment Banking Division for a decade.
  • Appointed President and COO in 2017, then CEO in October 2018 and Chairman in January 2019, succeeding Lloyd Blankfein.
  • Brought a reputation for transformative leadership, advocating modernisation, flattening hierarchies, and integrating technology across every aspect of the firm’s operations.

Leadership and Culture:

  • Solomon is credited with pushing through “One Goldman Sachs,” breaking down internal silos and incentivising cross-disciplinary collaboration.
  • He has modernised core HR and management practices: implemented real-time performance reviews, loosened dress codes, and raised compensation for programmers.
  • Personal interests—such as his sideline as DJ D-Sol—underscore his willingness to defy convention and challenge the insularity of Wall Street leadership.

Institutional Impact:

  • Under his stewardship, Goldman has accelerated its pivot to technology—automating trading operations, consolidating platforms, and committing substantial resources to digital transformation.
  • Notably, the current “GS 3.0” agenda focuses on automating six major workflows to direct freed capacity into growth, consistent with a multi-decade productivity trend.

Leading Theorists and Intellectual Lineage of AI-Driven Productivity in Business

Solomon’s vision is shaped and echoed by several foundational theorists in economics, management science, and artificial intelligence:

1. Clayton Christensen

  • Theory: Disruptive Innovation—frames how technological change transforms industries not through substitution but by enabling new business models and process efficiencies.
  • Relevance: Goldman Sachs’ approach to using AI to reimagine workflows and create new capabilities closely mirrors Christensen’s insights on sustaining versus disruptive innovation.

2. Erik Brynjolfsson & Andrew McAfee

  • Theory: Race Against the Machine, The Second Machine Age—chronicled how digital automation augments human productivity and reconfigures the labour market, not just replacing jobs but reshaping roles and enhancing output.
  • Relevance: Solomon’s argument for enabling smart people with better tools directly draws on Brynjolfsson’s proposition that the best organisational outcomes occur when firms successfully combine human and machine intelligence.

3. Michael Porter

  • Theory: Competitive Advantage—emphasised how operational efficiency and information advantage underpin sustained industry leadership.
  • Relevance: Porter’s ideas connect to Goldman’s agenda by showing that AI integration is not just about cost, but about improving information processing, strategic agility, and client service.

4. Herbert Simon

  • Theory: Bounded Rationality and Decision Support Systems—pioneered the concept that decision-making can be dramatically improved by systems that extend the cognitive capabilities of professionals.
  • Relevance: Solomon’s claim that AI puts better tools in the hands of talented staff traces its lineage to Simon’s vision of computers as skilled assistants, vital to complex modern organisations.

5. Geoffrey Hinton, Yann LeCun, Yoshua Bengio

  • Theory: Deep Learning—established the contemporary AI revolution underpinning business process automation, language models, and data analysis at enterprise scale.
  • Relevance: Without the breakthroughs made by these theorists, AI’s current generation—capable of augmenting financial analysis, risk modelling, and operational management—could not be applied as Solomon describes.

 

Synthesis and Strategic Implications

Solomon’s quote epitomises the intersection of pragmatic executive leadership and theoretical insight. His advocacy for AI-integrated productivity reinforces a management consensus: sustainable competitive advantage hinges not just on technology, but on empowering skilled individuals to unlock new modes of value creation. This approach is echoed by leading researchers who situate automation as a catalyst for role evolution, scalable efficiency, and the ability to redeploy resources into higher-value growth opportunities.

Goldman Sachs’ specific AI play is therefore neither a defensive move against headcount nor a speculative technological bet, but a calculated strategy rooted in both practical business history and contemporary academic theory—a paradigm for how large organisations can adapt, thrive, and lead in the face of continual disruption.

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Polls

How self-aware are you – poll results

Thank you for participating in our self awareness poll.

Our results closely match the results detailed in Tasha Eurich’s book, “Insight,” where 95% of people rate themselves self-aware but just 10 to 15% are.

See the full results here.

While visitors to the Global Advisors’ website might be more self-aware than the general population, 70% rated themselves that way!

Now read So You Think You’re Self Aware?

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