INDUSTRIES

AI & Data Infrastructure

AI is reshaping how infrastructure is built, financed, and sold. Data center operators, cloud and GPU capacity providers, hardware vendors, and AI platform companies sign large, long-term contracts for compute capacity, colocation, and hardware – often combined with services and usage-based fees. Investments are capital-intensive, contracts are complex, and growth is fast.

Built for the Economics of Compute

For finance, this means revenue and lease accounting at a scale and complexity that standard processes were not built for.

Typical Challenges

• Capacity contracts with mixed elements: Reserved capacity, on-demand usage, hardware, installation, and support in one agreement.

• Embedded leases: Dedicated GPU clusters, servers, or data center space may contain a lease under ASC 842 or IFRS 16 – even if the contract is labeled as a service.

• Lessee and lessor at the same time: Infrastructure is often leased in from financing partners or hardware vendors and provided to customers, creating lease-in and lease-out on the same assets.

• Usage and variable consideration: Consumption-based fees, minimum commitments, and tiered pricing must be reflected correctly in the transaction price.

• Contract changes: Capacity expansions, upgrades to new hardware generations, and term extensions are frequent.

• Scale and speed: Rapid growth leaves little room for manual processes and spreadsheet-based accounting.

Typical Scenarios

• Multi-year compute capacity agreements with take-or-pay commitments

• Dedicated GPU or server clusters provided for exclusive use

• Colocation and data center space combined with power and services

• Hardware sales or leases bundled with installation, maintenance, and software

• Usage-based billing for compute, storage, or API consumption

• Upgrades and replacements as new hardware generations become available

Typical SAP Products and Modules

• SAP Revenue Accounting and Reporting (RAR): allocation and revenue recognition for bundled contracts; lessor accounting for dedicated infrastructure

• SAP Contract and Lease Management (CLM): lessee accounting for leased-in hardware and data center space

• SAP BRIM: subscription and usage-based billing at high volume, including SAP Convergent Charging and Convergent Invoicing

• SAP S/4HANA Finance: general ledger, asset accounting, and parallel accounting under US GAAP and IFRS

• SAP SD: sales orders, deliveries, and billing for hardware and services

Related Solutions

• Agentic Revenue Recognition

• Intelligent Billing and Monetization

• Agentic SAP RAR Leasing Rapid Deployment

Related Articles

• Leases in Bundled Contracts: Separating Lease and Non-Lease Components

• Subscription and Usage-Based Billing: Key Design Decisions

• Contract Modifications: Prospective vs. Cumulative Catch-up

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