Blog

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Blog

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Blog

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Blog

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Blog

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

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Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

19.12.2023
With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Our recent webinar, "Wrapping up 2023: Transfer Pricing Trends and Key Takeaways," featured a panel of experts who discussed these changes and what they mean for the future.

Along with reviewing the past year, the webinar provided valuable strategies for future transfer pricing challenges, thanks to the expertise of Viktorija Mackute (Trivium Packaging), Erik Knijnenburg (H&M), John Willows (Mott MacDonald), and Borys Ulanenko (ArmsLength AI/Aibidia).

To watch the full webinar, click here.

Some of the key trends discussed include the impact of OECD pillars on transfer pricing, the role of generative AI in transfer pricing, and expectations for 2024. Read on to find out more about each one.

I. OECD Pillars and their impact on transfer pricing

With Pillar One's slow progress, businesses should be prepared for the upcoming changes in international tax. However, Pillar One has a limited scope and its near-term enactment in the near future is low.

Pillar Two, on the other side, is gaining momentum. It’s a move towards standardized tax practices, prompting companies to reconsider their transfer pricing strategies.

The deviation from the arm's length principle in Pillar One's Amount A and Amount B means companies should consider how these new methods could disrupt their transfer pricing policies and documentation. We may expect more safe harbor models in the future, following the pattern of low value-adding services provisions.

Navigating the complexities of Pillar Two might require businesses to invest in specialized expertise, collaborate with external consultants, or adopt new technology to ensure compliance. Advisory firms have a privileged position here because of their broader industry overview.

In response to increased scrutiny from tax authorities, companies should also proactively assess their transfer pricing risk management and prepare to defend their positions in potential audits or disputes.

II. Generative AI and its role in transfer pricing

Large language models (LLMs) can enhance transfer pricing narratives, speeding up creation and improving readability for tax authorities, which could lessen disputes.

AI tools can automate benchmark searches and streamline transfer pricing documentation, saving time and resources for both in-house teams and external consultants.

Companies can use AI to optimize their internal processes, such as data collection and analysis, enabling them to respond more efficiently to information requests from tax authorities and effectively manage their transfer pricing risks.

As the use of AI continues to grow, it is crucial to train transfer pricing professionals in these technologies to maintain a competitive edge. Companies should also be mindful of potential ethical and data privacy concerns. They should implement proper safeguards and protocols to protect sensitive information.

At the same time, with Pillar Two and other developments (referred to as "Brazilianization"), there is a possibility that narratives will become less relevant in transfer pricing, thus reducing the usefulness of LLMs for our profession.

III. Transfer pricing specialization

The growing trend of specialization in transfer pricing highlights the field's increasing complexity and the need for companies to develop know-how in specific areas.

In-house transfer pricing pros broaden their skill sets to cover specialized areas, like financial transactions, IP transactions, and operational transfer pricing.

Companies should actively seek external specialized advice for complex transfer pricing issues, like business restructuring, IP transfers, or industry-specific challenges. It’s difficult to have a nuanced expertise for every relevant area in-house.

At the same time, in-house transfer pricing teams already have a unique skill set focused on building processes, internal connections and communication, and end-to-end process management.

Teaming up between transfer pricing teams and other departments, like finance and group reporting functions, is crucial for effective transfer pricing management and compliance, and it will become even more important in light of Pillar Two.

IV. Expectations for 2024

As tax authorities ramp up their scrutiny, companies should invest in strengthening their transfer pricing documentation and risk management processes, ensuring they're well-prepared to stand their ground in potential disputes. We may see more disputes than ever in light of post-COVID tax revenue needs and greater capabilities of tax authorities.

A greater focus on data and AI in tax processes will increase the demand for robust data systems and advanced analytical capabilities, enabling companies to effectively manage their transfer pricing risks and compliance obligations.

The potential for further integration of transfer pricing and financial reporting functions may push companies to rethink their internal processes and organizational structures.

Companies should prepare for potential changes in the field, such as the potential phase-out of transfer pricing in favor of formulary apportionment, by staying informed about legislative developments and assessing their impact on business models and strategies..

Transfer pricing professionals should proactively diversify their roles and skillsets to adapt to the evolving landscape. This can be achieved by developing expertise in new areas, embracing AI and other technologies, and seeking opportunities for cross-functional collaboration.

We want to thank Viktorija Mackute, Erik Knijnenburg, and John Willows for their expert insights. We’re excited to see what 2024 and hope to continue exploring these changes together.

To watch the full webinar, click here.

Meet the authors

Author
Borys Ulanenko
Advisor to Aibidia and ArmsLength AI founder

Borys Ulanenko is a Digital Transfer Pricing Expert. Borys has more than 10 years of experience in transfer pricing, with a background in industry and consulting. In addition to advising Aibidia, Borys is the founder of the educational platform StarTax Education and the AI-driven solution ArmsLength.ai.

Borys is passionate about sharing his knowledge and experience with others. He loves explaining complex transfer pricing concepts in simple words and sharing his expertise with Aibidia and the tax community. He sees his mission in demystifying transfer pricing and making this exciting area of international tax available to everyone.

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REPORTS

Transfer Pricing in 2023: Key Insights to Remember and Carry into 2024

With 2023 coming to an end, transfer pricing is facing new challenges with upcoming regulations, technological advancements, and shifts in the global economy.

Hereʼs Why You Should Get the Report

0

See how peers are adapting to global change

Understand how 140+ MNEs and advisory firms are responding to shifting regulations, heightened audit scrutiny, and technology-driven change, and where your approach stands in comparison.

0

Learn how others are driving compliance

Explore the approaches to resourcing, data management, and operational transfer pricing that teams are using to tackle growing workloads.

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Identify emerging trends shaping the profession

Gain insight into how AI, automation, and operating models are redefining transfer pricing, so you can plan for the skills, tools, and processes youʼll need next.

Insights

What youʼll learn inside the Aibidia report 2025

The rising cost of tax scrutiny
01

The rising cost of tax scrutiny

Heightened tax authority demands are driving up the time and money TP teams spend on audits. Companies with stronger documentation processes, centralised data, and proactive OTP practices are better positioned to contain both costs and risk.

02

The state of OTP maturity

Only 35% of companies have a well-defined OTP process, while 24% have none at all. Barriers to OTP maturity include poor data access, complex business models, and limited coordination between tax, finance, and IT.

03

The importance of structured data

With 72% of companies in fragmented data environments, the report shows how centralised data helps TP teams insource more processes, ensure consistent compliance, and handle audits more efficiently.

04

Technology and AI adoption in practice

42% of MNEs are investing in specialist software, reducing reliance on traditional tools. AI interest is steady rather than explosive, hinting that TP teams need clean, structured data before advanced analytics can add value.

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Expert insights

Structured, reliable data is essential for executing a consistent, defensible transfer pricing strategy. Common barriers to structured data include siloed legacy source systems, unclear data ownership, and inconsistent definitions across entities and functions.

Prasad Parwidala
Head of Professional Services, Aibidia
Read the case study

We see significant variation in OTP maturity across companies. In many cases, if existing processes appear to work, there’s less motivation to change. However, where we see this changing, is within MNEs that have faced increased scrutiny or operate with more complex structures.

Pia Honkala
Global Commercial Head - Operational Transfer Pricing, Aibidia
Read the case study

While there are many challenges in accessing the right data for TP calculations and analysis, one of the most significant barriers to OTP adoption can be the misalignment of KPIs between Finance and Tax teams.

Marlon Manto
Director, Transfer Pricing Advisory, Aibidia
Read the case study

We’re seeing practical AI adoption in areas such as navigating country-specific documentation requirements, researching transfer pricing methods, comparing jurisdictional rules, and tracking global compliance timelines.

Maria Helander
VP Product, Aibidia
Read the case study