从 the 财务 and accounting desk, every seminar, pitch deck, and board paper now positions AI as if a single autonomous agent can replace an entire department by next quarter.
After enough slides, even 财务 starts treating that assumption as a budget line.
Think of a hospital that decides its specialist doctors can do everything, then removes the nurses, medical assistants, pharmacists, receptionists, cleaners, security guards, and support staff.
The headline is impressive in a board deck.
It becomes a disaster when the hospital actually has to treat patients and account for outcomes.
The same risk is surfacing in AI deployments, especially 面向马来西亚SME being sold a full-replacement story.
Some SMEs rushed to swap headcount for autonomous agents, only to pay twice: once for the platform, and again through hallucinations, weak controls, uncontrolled token costs, inconsistent output, and the quiet rehiring of the same positions.
I prefer a detached 系统.
AI builds the workflow. 固定规则 handle repeatable accounting, reconciliation, and asset-management processes. Humans remain involved for control, judgment, and a clear 审计追踪.
Our 银行 Statement 对账 系统 follows this approach: lower implementation cost, predictable output, controlled token spend, and people still in the loop.
AI should strengthen an organisation's financial and operational control, not remove the governance and common sense required to run it.
#ArtificialIntelligence #AIAutomation #DetachedSystem #HumanInTheLoop #SME #BusinessAutomation #AIGovernance #DigitalTransformation
