Data centres, AI and tax relief

Author: Flavio Ferri, Assistant Manager, Corporate Tax
02/07/2026
Server room

AI is transforming the scale and pace of data centre investment. However, the tax outcomes depend on more than technology and construction cost. In the UK, capital allowance claims can materially affect project returns, but only where qualifying expenditure is identified accurately and at an early stage. Tax analysis for data centres is often most effective during the design phase, rather than after the assets are commissioned.

Why is AI increasing pressure on digital infrastructure?

Demand for data centres is increasing as AI workloads require power, cooling, resilience, and scalability. This is not solely a technology issue: it is also an infrastructure and tax consideration. Projects are becoming larger, more complex, and more capital intensive. As a result, the timing of tax relief across chargeable periods is becoming more important for investors, operators, and funders.

What capital allowances apply to data centres?

Data centres are distinctive in that a large share of capital expenditure may fall within plant and machinery, rather than the building structure itself. That can include extensive mechanical and electrical assets, cooling systems, power infrastructure, and other qualifying equipment. However, the position depends on detailed asset analysis. Some expenditure will fall into the building or other non-qualifying categories, while others fall within the special rate pool rather than main rate expenditure.

Accounting treatment does not determine the tax result. A cost capitalised in the accounts may still require separate analysis to determine whether it is qualifying expenditure for capital allowance claims. The same principle applies to replacement works. A cost that looks like maintenance in commercial terms may still be capital for tax if it improves or replaces a significant asset.

In practice, businesses should assess four points at an early stage: whether costs qualify as main rate plant and machinery, whether they are special rate assets such as integral features, whether first-year allowances are available, and whether ownership, leasing, or procurement structures restrict entitlement. These factors often determine whether the headline investment case withstands tax scrutiny.

How does full expensing affect project economics?

HMRC guidance confirms that qualifying new main rate plant and machinery incurred by companies can benefit from 100% full expensing. New special rate assets can qualify for a 50% first-year allowance, with the remaining balance entering the special rate pool and obtaining relief over subsequent chargeable periods. 

For data centres, this distinction is important, as electrical systems, cooling infrastructure, and other integral features can form a substantial proportion of the total cost. However, such assets are not all treated uniformly. Electrical systems, cooling systems, and lifts will often be special rate expenditure, which means the balance may remain in the pool at its tax written down value (TWDV) after the first-year claim.

In practice, this can change funding decisions. A company fitting out a new data hall may incur expenditure on server racks, generators, switchgear, and cooling assets at the same time as wider building works. Some of this expenditure may qualify for immediate or accelerated relief, whereas the building shell will not. Where a project is structured through leasing or outsourced ownership, some first-year allowances may not be restricted. This highlights the importance of testing timing, ownership, and procurement arrangements before contracts are fixed.

Why does technical detail still matter?

The availability of generous relief does not remove compliance risk. The UK Supreme Court decision in Cobalt Data Centre 2 LLP v HMRC, showed how closely capital allowances claims can be tested when statutory conditions are not met. Although the case concerned enterprise zone allowances rather than mainstream plant and machinery relief, it sends a wider message.

In complex, high-value projects, structure, documentation, and timing are as important as the underlying spend. For many businesses, the primary risk is not the absence of qualifying expenditure, but rather incorrect classification, claims made in the wrong chargeable period, or tied to an ownership model that restricts relief.

Conclusion

Data centre investment is no longer a niche real estate story. It sits at the intersection of AI, energy, tax, and long-term infrastructure planning. The key issue is not simply whether relief exists, but how much qualifying expenditure can be identified, when relief arises, and whether the structure of the project limits the claim.

If you are investing in digital infrastructure, Crowe can support you in reviewing asset classification, entitlement, and timing before contracts are finalised. Early analysis can strengthen capital allowance claims, improve cash flow forecasting, and a more robust filing position under HMRC scrutiny.

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Stephen Metheringham
Stephen Metheringham
Director, Capital AllowancesLondon

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