Case Studies

AI-augmented R&D for a global life-sciences group

Building a knowledge and data platform to accelerate discovery, govern investment and develop the capabilities required for next-generation research.

1 min read Author: KeynesMoore
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Macro area

AI and autonomous systems

Shape AI and autonomous systems around business priorities, operating models, governance and measurable outcomes.

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Macro area

Digital

Connect digital strategy, technology, products, operations and customer experience to enterprise priorities.

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Macro area

Business strategy

Define business strategy through rigorous choices on growth, positioning, portfolios, resources and execution.

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Macro area

Capital strategy

Align capital allocation, funding and investment priorities with strategy, risk, returns and long-term objectives.

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Macro area

Human capital intelligence

Use human capital intelligence to understand workforce dynamics, skills, organization, leadership and talent priorities.

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Related capabilities

Knowledge, LLM and cognitive systems

Turn fragmented enterprise knowledge into contextual intelligence that people and AI systems can use.

Data and information strategy

Define how data and information should become usable strategic assets across decisions, operations, digital products and AI.

Innovation and R&D strategy

Focus innovation and R&D investment on the technologies, capabilities and opportunities most likely to create future advantage.

Growth capital strategy

Direct capital toward growth pathways where strategic ambition, economics and organisational capacity can reinforce one another.

Critical skills and capability intelligence

Identify which skills and capabilities are becoming critical, scarce or obsolete before gaps constrain strategic execution.

Editorial overview

Articles

Focus

Strategic challenges

The buyer is rarely one person

Economic users, technical evaluators, procurement and executives can value different outcomes and exercise influence at different stages.

POV

Strategic impact

What we observe

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