How do your new AI finance tools prove their math?
Read recent 8-K filings from Essent Group Ltd. and Airsculpt Technologies, Inc. (sec.gov). They eagerly report operational shifts, but the explainability behind automated financial controls is missing.
This opacity hides a critical flaw: When AI calculates material accruals without logging the exact parameters and data inputs used, the audit trail breaks.
Governments push automation-on April 16, 2026, the US IRS launched an automated online tool to resolve tax debt (irs.gov). But what tax authorities accept, external auditors reject. Look at Canada's Extendicare Inc., reporting a $15.2 million increase in Adjusted EBITDA for the quarter ended March 31, 2026 (globenewswire.com).
Verified: Extendicare's margins grew. Uncertain: Whether automated margin calculations in modern finance stacks survive auditor scrutiny without manual intervention.
If un-auditable AI calculates those numbers, the manual audit hours required to verify them destroy the software's ROI.
What this means for global finance ops: Mandate all AI vendors provide a SOC 1 Type 2 report covering their specific model. If they cannot, classify the tool as 'advisory only.' Stop buying black boxes.
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