Sub-shift
“APPEAL AND EXIT”
As services become harder to replace, the ability to challenge them and leave could become more valuable.
A personal assistant can accumulate the context of a life: how someone works, what their household needs, which unfinished tasks it has agreed to handle. The more useful that context becomes, the more difficult it may be to start again elsewhere. And when the assistant acts on a mistaken assumption, the consequences can extend beyond an unwanted recommendation.
Some people will want to correct the problem and stay. Others will want to leave without rebuilding everything. “APPEAL AND EXIT” describes these two consumer expectations as reliance on personal services deepens. They are distinct: moving elsewhere does not put an earlier mistake right, and a successful complaint does not guarantee an easy departure.
The cost of staying quietly
Over the next one to three years, we expect consumers to encounter more decisions shaped by systems they cannot readily inspect. The important question is what happens when the result appears wrong. A useful explanation may help, but somebody also needs the authority and information to reconsider the outcome.
Political philosopher Philip Pettit’s 2010 account of freedom from domination distinguishes protection against discretionary power from simply being treated well by someone who holds it. Applying that idea to consumer services suggests that a good relationship should survive a disagreement without relying entirely on a provider’s goodwill. The available remedies will differ by service and jurisdiction. [24]
A customer might want an incorrect preference removed, a disputed restriction reviewed or an action investigated. In each case, a sympathetic answer alone may leave the original problem intact.
Leaving needs continuity
Departure becomes more difficult when useful context stays behind. A downloadable file may preserve a history without making it usable in the next service. A person can technically retrieve their information and still have to reconstruct every useful arrangement by hand.
The opportunity is therefore larger than an export button. Services could help customers transfer what can legitimately move, explain what cannot and maintain access long enough to complete the change. Information about other people requires particular care; a personal account is not necessarily a collection of material its holder can redistribute without limits.
That may look like an unattractive investment for a business trying to retain customers. But a credible way out could make a consequential relationship easier to begin. A consumer considering where to build years of useful history has a reason to care about what happens if the service changes, becomes too expensive or no longer suits them.
The effect on choice remains uncertain. People may accept restrictive arrangements for a substantially better service. An export is of little use if there is no viable alternative, and a challenge process can become another queue. Providers should not mistake the existence of either feature for evidence of independence.
For businesses, consider the moments that make a customer feel trapped. Can a disputed decision be identified and meaningfully reviewed? Can a departing person preserve useful continuity? A review need not uphold every objection to give it a meaningful answer. Consumers may have stronger reasons to stay when staying remains a workable choice.
THE SOURCE NOTESFollow the thinking 1 source · what they show and where their limits lie
Sources and further reading
These sources inform the article. A product announcement describes an offer, not how widely people use it. Arguments and imagined futures are kept separate from observed results.
Freedom from domination differs from absence of interference. Application to consumer service remedies is ours.
About this research edition
This article draws on selected sources and our interpretation of their implications for consumers. The wider collection contains 50 articles and original illustrations. We have not read everything by everyone on the reading list, calculated the probability of each future or established worldwide adoption. The collection is not exhaustive.
The illustrations are AI-generated, with a visual approach informed by TrendWatching’s 2024 and 2025 reports. They depict ideas rather than observed events. If an article’s central idea changes, its image needs another look. Small edits need not mean a new illustration; automatic replacement is not active.
Each innovation has a source, a review date and an explanation of its relevance and limits. Some are early signs of the change; others offer a useful comparison. None proves the forecast. Monthly monitoring and automatic selection of new examples are not running.