Identifying and Assessing AI Opportunities – and Turning Them into Value

Unlocking Future-Proof Business Models and Growth with AI

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Patrick Devine

Patrick Devine
Partner, Deals AI Lead at PwC Germany
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How AI Is Reshaping Growth, Business Models and Enterprise Value

Artificial intelligence is transforming far more than processes, products and business models. It is increasingly shaping how organisations identify growth opportunities, evaluate investments and structure transactions. For buyers, sellers and investors alike, it is therefore essential to assess a company's AI capabilities as rigorously as the opportunities, investment requirements and risks that come with them.

PwC combines AI, industry and deals expertise. We develop AI-driven growth areas and business models, assess AI opportunities and risks as part of due diligence, and support M&A and restructuring decisions. Through AI valuation and business case modelling, we also show clearly how AI can contribute to future business performance and enterprise value. The result is a robust foundation for growth, investment and transaction decisions, turning technological potential into tangible value.

“New opportunities alone don't create growth. What matters is building viable growth models, closing capability gaps in a targeted way and robustly assessing their contribution to enterprise value.”

Patrick Devine,Partner, Deals AI Lead at PwC Germany

Our Services to Drive Your Growth

How AI can help you open up new markets and revenue streams, from initial business idea to viable implementation.

Systematically assessing AI maturity and transaction risks to enable confident acquisition and integration decisions.

Systematically factoring AI into M&A, portfolio, integration and restructuring decisions.

Assessing how AI initiatives contribute to growth, so you can make sound investment decisions.

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What Will Your Next Business Model Look Like?

Our experts will work with you to unlock new opportunities with AI.

Shaping Your Growth: From Initial Opportunity and Business Case Through to Implementation

How organisations grow depends less on technology than on making the right decisions. Not every organisation needs a new business model, and not every capability has to be built in-house. What matters is identifying the options that make the most commercial sense and implementing them with focus and determination. PwC supports you as a trusted adviser every step of the way.

According to PwC's Global Investor Survey 2025, 70% of investors expect higher growth from companies that pursue opportunities beyond their own industry. The most effective approach is to leverage existing assets to create new AI-powered business models, and to close capability gaps through ecosystem partners or acquisitions.

We support you across the entire growth journey: developing new business models, evaluating business cases, advising on transactions and integrating new capabilities and expertise. This means we assess each opportunity not in isolation, but on the basis of what it actually contributes to your organisation's growth.

Frequently asked questions about AI-driven growth strategies and business models

AI can enhance existing products and services, enable new data-driven offerings, and support entry into new markets. The key is to align a company’s existing strengths with specific customer needs. To do this, market potential, willingness to pay, investment requirements, and feasibility are systematically evaluated.

Not necessarily. Often, the greatest potential lies within the existing business—for example, in existing data, products, processes, or customer channels. These can give rise to additional services and revenue models. A new business model only makes sense if it offers tangible customer value and can be implemented in an economically viable manner.

A robust AI business case considers not only efficiency potential but also growth, returns, investment requirements, and risks. By analyzing various scenarios, it is possible to clearly demonstrate how an AI initiative could impact future cash flows and enterprise value. This creates a sound foundation for investment and portfolio decisions.

AI can significantly alter a company’s market potential, competitive position, and cost structure. Therefore, AI capabilities, data, technologies, intellectual property rights, and strategic dependencies should be taken into account as early as the target valuation stage. Potential synergies, as well as the prerequisites for integration and scaling, should also be factored into the transaction decision.

AI due diligence examines a company’s AI capabilities, data assets, technological expertise, and regulatory risks within the context of a transaction. Governance structures and strategic dependencies are also taken into account. It is necessary if you are acquiring an AI company, taking an equity stake, or evaluating partnerships.

“Growth strategies that deliver are built on real strengths, not theoretical future scenarios. We support you from the very first step through to implementation.”

Patrick Devine,Partner, Deals AI Lead at PwC Germany
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Patrick Devine

Patrick Devine

Partner, Deals AI Lead, PwC Germany

Tel: +49 171 1736 367

Nico Reichen

Nico Reichen

Partner, AI Portfolio Leader, PwC Germany

Tel: +49 171 8179 355

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