AI Agents Are Starting to Need Accountants. The Bill Arrives Before the Savings.
Decision brief
Category
Technology
For
Existing AI workflow owners, cloud-cost specialists and quality reviewers.
Where
US and Japanese deployment evidence; potential Singapore service work.
What it means
Measure the full cost of correctly completed work, not just model usage.
Why it matters
Retries and human corrections can erase apparent AI savings.
What to do
Agree an accepted-result definition and run a four-week paid comparison.
What we don't know
Agent-only revenue, customer savings and external consultancy orders remain unknown.
Urgency
Identify an authorised workflow by 17 November; avoid an annual commitment for a one-month test.