Pharmaceutical Market Europe • April 2026 • 22-25

PLATFORM TECHNOLOGIES

Leading through platforms

Competing in an era beyond products

By Professor Brian D Smith

This article is the second in a four-part series exploring the strategic concepts that matter most in today’s volatile, uncertain, complex and ambiguous market. Each piece distils a core idea that leaders in pharma, medtech and related sectors must understand to adapt and compete

Life sciences companies swim in a sociological and technological sea where volatility, uncertainty, complexity and ambiguity are the default conditions for strategising. If, like the allegorical fish, you’re not conscious of your volatile, uncertain, complex and ambiguous (VUCA) environment, take a look around: development cycles are unpredictable; regulatory expectations shift frequently; and payers’ price sensitivities vary both within and between markets. As the saying goes, if you’re not confused, you’re misinformed.

A salient aspect of today’s VUCA environment is the rise of platform technologies. Their core logic is understandable: if a single technology can generate multiple assets, then it might act as a stabiliser – allowing the oscillations of individual markets to dampen each other, much as oceanic and atmospheric systems do in climate science.
But the truth is more nuanced. Platforms can be powerful sources of competitive advantage, but only when managed with strategic discipline and anchored in customer value. When they are not, they amplify the very volatility they are meant to counter.

‘Platforms can be powerful sources of competitive advantage, but only when managed with strategic discipline and anchored in customer value’

This article makes three, connected points: platform technologies change the economics of how firms create and capture value but they do not change the fundamental rules of strategy and, consequently, they are only a source of advantage if strategists understand how to use them.

This second article in the series explores how platform strategy works in practice, why it is reshaping competition in some parts of our industry but not others, and how strategists can avoid the predictable failure modes that arise when technological enthusiasm outpaces strategic clarity.

Box 1: The ancestry of platform strategy

The idea of platforms did not originate in pharma. It emerged from decades of research into modularity, general-purpose technologies and innovation ecosystems. Economists studying technologies such as electricity, semiconductors and the internet observed that some innovations behave not as products but as architectures that generate multiple downstream applications.

Life sciences platforms share this ancestry but differ in three important ways. Biology is less modular than software. Regulation imposes long evidence cycles. Payers demand indication-specific value. These constraints mean that platform strategy in our industry must be more disciplined, more customer focused and more tightly governed than in the tech sector. 

What platform technologies are and are not

A platform is best understood as a technological approach that can be applied repeatedly across multiple assets, indications or use cases. A platform is distinct from a single product, a one-off modality or a clever tool in search of a problem. It is a repeatable system that generates a family of solutions from a shared core. Economists like Bresnahan and Trajtenberg would call it a general-purpose technology. Innovation theorists like Baldwin and Clark would call it a modular architecture. Strategists like Jacobides frame platforms as architectural positions within broader ecosystems that shape how firms create and capture value.

In life sciences, platform logic appears in biological, computational and manufacturing guises. Scientific platforms include mRNA constructs, CRISPR editing systems, ADC linker payload architectures and radiopharmaceutical scaffolds. Computational platforms include multimodal AI discovery engines and large-scale structure-function prediction models.  Manufacturing platforms include viral vector production, lipid nanoparticle formulation and cell processing workflows. These examples have very different technological foundations but they share the same strategic property: they can be used more than once and they get better with use.

‘Platform technologies change the economics of how firms create and capture value but they do not change the fundamental rules of strategy’

Importantly, the platform itself is not a source of value; its customers are. In an economically governed market, payers, clinicians and patients reward meaningful, differentiated outcomes, not technological novelty. A platform is only strategically valuable when it enables a firm to meet customer needs better than rivals, more consistently and at lower marginal cost. Without that, it is simply an elegant piece of science with an inflated budget line.

This distinction becomes even more salient in a VUCA environment. When uncertainty is high, strategists often treat novel technologies as sources of psychological stability and safety. But platform technologies are not sources of certainty; they are sources of optionality. And for optionality to create value, it must be governed with discipline, bounded by strategy and anchored in customer value. Without those guard rails, platforms become expensive distractions that absorb capital, distort portfolio choices and, ultimately, amplify rather than dampen volatility.

Box 2: The three strategic questions of platform competition

Every platform strategy reduces to three questions:

  1. What is the core?
  2. Where does it extend?
  3. How is it governed?

Firms that answer these questions are better able to exploit their platform’s potential and outperform those that are seduced by the novelty of their technology.

How platform strategies work

In the first article in this series, I described how dynamic capabilities operate through three mechanisms: sensing; seizing and reconfiguring. Platform strategies also operate through three mechanisms: focus; extension and governance.

These mechanisms help us to understand why some firms turn platforms into engines of competitive advantage while others turn them into expensive distractions.

Box 3: Microfoundations of platform success

As with dynamic capabilities, platform success rests on microfoundations: the people, skills, structures and relationships that make routines effective.

The microfoundations of platform strategy include:

  • Scientific modularity – the ability to reuse components, methods and knowledge across programmes
  • Data architecture – systems that capture learning and make it accessible across teams
  • Regulatory learning – the capability to build cumulative evidence and anticipate regulatory expectations
  • Portfolio governance – decision-making routines that prevent platform distortion
  • Partnership capability – the ability to structure alliances that strengthen the platform’s core.

These microfoundations determine whether a platform becomes a strategic asset or a strategic liability.

Focus: defining the platform core

Every platform has a core set of capabilities, assets, data and know-how that make it distinctive. Strategic clarity begins with defining that core and, equally importantly, its boundaries. Without boundaries, platforms become panaceas that absorb every idea and every strategic aspiration.

The platform core is defined by three questions:

  • What the platform is (the technological architecture)
  • What it is for (the customer problem it solves)
  • What it is not (the use cases where it adds no value).

In a VUCA environment, these questions are the antidote to ambiguity. They prevent the most common error in platform strategy: assuming that because a technology can be used everywhere, it should be.

This is a very practical point: firms that fail to define the platform core often find themselves pulled into situations where the platform adds little differentiation, or into partnerships that dilute rather than strengthen it. The result is a portfolio that looks broad but is little more than a façade.

Box 4: Patterns of failure in platform strategy

In a VUCA environment, platform mistakes are amplified by uncertainty, leading to three patterns of failure:

  1. Boundary collapse – a recurring failure is the erosion of platform boundaries. Strategists assume that because a platform can be applied broadly, it should be. The platform is stretched into biologically or technologically unsuitable areas, where it offers no differentiation and no learning advantage. The result is a portfolio that expands in breadth but contracts in strategic value.
  2. Asset logic drift – another common pattern is the reversion to asset level decision-making. Teams optimise individual programmes rather than strengthening the underlying architecture. Investment flows to the most advanced or politically salient asset, even when those choices weaken the platform’s long-term ability to generate differentiated candidates. The platform becomes a label rather than an integrating system.
  3. Fragmented learning – a third pattern is the failure to capture and reuse learning across programmes. Data, regulatory insights, manufacturing knowledge and design rules remain siloed. Each team repeats work already done elsewhere. The platform’s learning curve stays flat and the organisation loses the compounding benefits that make platforms strategically powerful.

Extension: determining where the platform should go

Once the core is defined, strategists must decide where the platform can be applied without distorting the portfolio.

This is where platform strategy intersects with marketing fundamentals. The question is not, ‘Where can we use this technology?’ but, ‘Where does it create superior customer value and competitive advantage?’.

Extension decisions require:

  • Understanding the platform’s adjacent uses
  • Evaluating the platform’s differentiation potential in each use
  • Avoiding the temptation to broaden at the expense of depth.

In a VUCA environment, disciplined extension counters complexity. The most successful platform strategists extend deliberately, not excitedly. They recognise that every extension carries opportunity costs, and that the platform’s credibility depends on delivering meaningful value in its early applications.

Box 5: Patterns of success in platform strategy

In a VUCA environment, disciplined governance amplifies advantage, leading to three patterns of success:

  1. Disciplined boundaries – successful platforms maintain clear boundaries around where the architecture genuinely creates advantage. Strategists resist the temptation to treat the platform as universally applicable. They focus on the indications or use cases where the biology, technology and economics align, and they deliberately avoid areas where the platform’s edge disappears. The result is a portfolio that is narrower but far more valuable and synergistic.
  2. Compounding learning – effective platform businesses build mechanisms that capture and reuse learning across programmes. Data, design rules, regulatory insights and manufacturing knowledge flow through the organisation rather than sitting in silos. Each programme makes the next one faster, cheaper and more differentiated. The learning curve steepens and the platform becomes more valuable over time as knowledge accumulates.
  3. Platform-first investment logic – strong platforms allocate capital to strengthen the underlying architecture, such as capabilities, data assets, analytical models and manufacturing systems. They resist chasing the most advanced or politically salient asset. Investment decisions reinforce the platform’s long-term ability to generate differentiated candidates at scale. Over time, this creates resilience, optionality and a structurally stronger portfolio.

Governance: orchestrating investment, learning and partnerships

Platforms require governance that aligns R&D, commercial, regulatory, manufacturing and business development around a shared logic. Without this, platforms fragment into disconnected projects, each pulling the organisation in a different direction.

Effective governance ensures that:

  • Investment decisions follow platform logic, not asset logic
  • Learning is captured and reused across programmes
  • Partnerships strengthen the platform rather than dilute it
  • Regulatory interactions accumulate into a coherent evidence base.

Rather than ask, ‘Does this asset look attractive?’, platform logic decisions ask, ‘Does this investment improve the platform’s ability to create differentiated assets at scale?’. In a VUCA environment, governance counters volatility and uncertainty and it is where platform strategy becomes real. Without governance, even the promise of platforms remains unrealised.

Importantly, governance also determines whether a platform becomes a source of resilience. That’s because effective governance enables firms to reallocate resources quickly when evidence shifts, adjust development plans when regulators change expectations and reshape partnerships when the competitive landscape evolves. Poorly governed firms are left reacting to events rather than shaping them.

Box 6: Diagnostic questions for strategists

Strategists who want to understand and improve their platform strategy can begin with eight questions:

  1. Do we have a clearly defined platform core?
  2. Do we understand the platform’s true adjacencies?
  3. Are we learning systematically across programmes?
  4. Is our governance aligned to platform logic rather than asset logic?
  5. Do we have a coherent data architecture that compounds learning?
  6. Can we stop platform extensions that dilute focus?
  7. Are our partnerships structured to reinforce the platform?
  8. Do we treat regulatory interactions as cumulative learning?

These questions produce a picture rather than a score, but a picture that is only valuable when interpreted honestly.

Theory and practice

Our industry is prone to management fashions. But platform strategy is not a fashion. It is a way of understanding how technologies behave when they have multiple applications, steep learning curves and ecosystem effects. It is a way of making disciplined choices in a business culture and environment where technological enthusiasm can overwhelm strategic clarity. In a VUCA world, platforms are strategic architectures that help firms create repeatability and resilience but only when governed with discipline and customer focus. Technology changes. The rules of strategy don’t.


The series is written by Professor Brian D Smith, a leading authority on strategy in our industry.
He welcomes comments and questions at brian.smith@pragmedic.com

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