Talk2MeWrite · News analysis · Leadership and governance
By Saleem Bradley · 3 minute read · Sources checked 9 October 2026, Perth
Reading options for larger text and audio
Larger text: Use your browser’s text-size or zoom control. On a computer, press Ctrl and + on Windows, or Command and + on Mac.
Audio: Where available, use Listen to Page in Safari on iPhone or Listen to this page in Chrome on Android. Select Standard playback in Chrome to hear the page text. Availability depends on your browser, language and the page.
An OECD report on algorithmic management raises a practical question for organisations introducing software into supervision: who remains answerable when a recommendation becomes a decision? The 2025 study surveyed more than 6,000 managers in six countries, including Japan and the United States. Its scope covers software used to perform management tasks, including tools that are not artificial intelligence.
The report is a useful starting point for examining power at work. A system can organise information or rank options without possessing formal authority. Yet the way it presents those options may influence which proposal receives attention and which alternative is overlooked.
Where influence enters the process
Decision power therefore needs to be examined at several points. Someone selects the information the system receives. Someone chooses the criteria it applies. Someone decides whether its output is advice, a default choice or a binding instruction. These responsibilities can sit with different people.
That creates a risk of responsibility becoming difficult to trace. A manager may point to the software, while a technical team may regard the choice as a management matter. A decision record can connect those roles by identifying the evidence, the recommendation, the person authorised to act and the reasons for accepting or rejecting the recommendation.
What a proportionate record could contain
A useful record need not document every minor action. For a consequential proposal, it could name the original contributors, summarise the evidence, identify material uncertainty and record an alternative. It should also show who considered objections and who can review the result.
This is an editorial recommendation, not an outcome demonstrated by the OECD survey. Its purpose is to make a decision inspectable. The level of detail should match the consequences of the choice, rather than the novelty of the software.
For leaders, the immediate test is straightforward: can a colleague explain how a recommendation became an instruction and identify the person responsible for reviewing it? A confident dashboard cannot answer that question on its own.
What the evidence can establish
The OECD research describes managers’ reported use and perceptions across France, Germany, Italy, Japan, Spain and the United States. It does not establish the quality of every decision made with these tools or provide an Australian prevalence estimate. Those limits matter when applying the findings locally.
Sources and context
Related portfolio work: Power and Influence in Organisational Decisions, an academic group project in progress based on a fictional teaching case. Explore Talk2MeWrite · Editorial standards.
Prepared with AI-assisted editing and source checking. This article analyses the linked publications and does not claim original interviews or field reporting.
Source: Talk2MeWrite · By Saleem Bradley · Original on SaleemBradley.com · Reference: T2MW-WP-430
Get a branded share card
Open the branded PNG share card, then save it to your device to share in an app. Keep the source mark and reference visible, and include the original page link in your caption or link field. The card identifies the publication; third-party works retain their original credits and rights.
Share this page
For Instagram or another app, use Share or copy link. On Instagram, paste the link into a Story link sticker or another link field supported by your account. The available apps depend on your device. Sharing a link does not grant permission to republish the full article or third-party images.
Leave a Reply