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AI Is reshaping financial reporting. Are you ready?

As AI becomes a core value driver, CFOs face accounting challenges beyond compliance. This guide offers a path forward.

AI Is reshaping financial reporting. Are you ready?

The rules haven't changed, but the business has

AI is blurring the lines finance leaders have relied on for decades: R&D versus production, asset versus expense, operational risk versus financial opportunity. The result is a fundamental tension, how do you apply existing GAAP to business models that didn't exist when those standards were written?

The questions are pressing:

1

Capitalization: How should the costs of developing proprietary AI models and acquiring datasets be recognized on the balance sheet?

2

Useful life: What's the appropriate useful life for an algorithm — and how do technological change and obsolescence affect that estimate?

3

Revenue recognition: How can revenue policies keep pace with usage-based contracts and evolving commercial structures?

4

Disclosures: How can organizations ensure disclosures are transparent, consistent, and resilient to "AI washing" claims?

These decisions shape how investors, auditors, and regulators perceive the integrity of your financial reporting — and the trustworthiness of your business.

What this report covers

  • The AI Asset Lifecycle — Capitalization thresholds under ASC 350-40, data cost accounting, compute and storage arrangements, intangible asset valuation, useful life estimation, impairment, and the sale-leaseback-resell model.
  • Monetizing AI: The Revenue Recognition Puzzle — Revenue recognition for SaaS and IaaS providers under ASC 606, including usage- and consumption-based contracts.
  • The Tax Equation — R&D tax credits, deductions, and international tax complexity as AI enterprises scale across borders.
  • Disclosures and SEC Scrutiny — The SEC's intensified focus on AI disclosures, materiality assessment, balanced MD&A and risk factors, and key focus areas to avoid "AI washing."

Dive into our thinking:

Better technology isn’t enough

The companies that lead in the AI era won't just build better technology, they'll pair technological ambition with disciplined accounting, robust governance, and transparent disclosures. They'll treat financial reporting as a strategic source of trust and credibility, not a compliance exercise. Get the pragmatic guide to navigating AI's financial reporting crossroads and position your organization for long-term trust and value.

Download the report

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