Two very different situations produce the same behaviour.
In the first, budgets are frozen. Discretionary work stops. Conference travel goes, the external research subscription lapses, the scanning function is folded into someone's second job or trusted to AI.
In the second, things are going well. The internal build is good. The leadership team is experienced and broadly agrees with itself. Nobody has to say out loud that the organisation is ahead of the field, because everyone assumes it.
From the outside these look like opposite conditions. From the inside they feel completely different. But they produce an organisation that has stopped looking, and after about six months the two are indistinguishable.
An organisation that has stopped scanning does not feel like one in trouble
This is the part that makes it hard to catch. There is no incident. Nothing breaks. The reports still come in and the numbers still land.
What has actually happened is that the organisation's picture of the outside world has become a memory. It was accurate once. Nobody has checked it since, because checking it was never anyone's specific job and the last person who did it left.
Accenture's Pulse of Change Index, published in January 2024 from 3,400 C-suite executives across 20 countries, measured a 183% increase in the rate of business change between 2019 and 2023, with 33% of that arriving in 2023 alone. 88% of leaders expected the following year to be faster still, and 52% said they were not fully prepared to respond.
The later wave of the same research, published in 2026, found leaders feeling less prepared than before, down 7 percentage points. The rate went up. Readiness went down.
An organisation that has stopped scanning does not feel like an organisation in trouble. It feels calm.
The money moved while the confidence held
The budget side is documented precisely. The European Commission's Joint Research Centre published the 2025 EU Industrial R&D Investment Scoreboard in December 2025, covering the world's top 2,000 corporate R&D investors. EU R&D investment growth fell to 2.9%, down from 9.3% in 2023. The comparable figures were 7.8% in the US, 7.1% in Japan and 3.9% in China. The EU ICT sector fell by 8.9%.
At the same time, the top five investors globally now account for roughly 15% of all corporate R&D in that set.
So the picture is not that everyone slowed down. It is that a small number of firms accelerated and a large number of firms did not, at the precise moment the rate of change was climbing.
The confidence side is documented too. Deloitte's 2026 Chief Strategy Officer Survey, published in February 2026, found 95% of chief strategy officers expecting competitive and AI-driven disruption to materially change their priorities. In the same survey, 72% were optimistic about their own organisation and 24% were optimistic about the global economy. 16% said their organisation uses AI to fundamentally reimagine business lines.
Read those three numbers together. Nearly everyone expects disruption. Three quarters are pessimistic about the environment and optimistic about themselves. One in six is doing anything structural about it.
What one good move by a competitor actually costs
Chegg is the clearest documented case of the decade, because the figures are in public filings rather than in a keynote.
Chegg's stock is down 99% from its February 2021 peak, destroying roughly 14.5 billion dollars of market capitalisation. It has lost more than 500,000 subscribers since ChatGPT launched in November 2022. In 2025 it cut 45% of its workforce, 388 people, part of 1,396 roles cut across four rounds since June 2024. Non-subscriber traffic went from minus 8% in the second quarter of 2024 to minus 49% in January 2025. These figures were reported by Forbes in October 2025 and are corroborated by the company's SEC filings.
Nothing about the product broke. Chegg did not get worse. A general-purpose system arrived that did a version of the job, and the customer base moved.
There was no year in which Chegg could have seen this and acted, and no year in which it could not. The signal was available from November 2022. What was required was for somebody inside to be looking, to be believed, and to be resourced.
The capability has a name and a measured effect
Corporate foresight is not a soft function and the evidence on it is longitudinal rather than anecdotal.
René Rohrbeck and Menes Etingue Kum, publishing in Technological Forecasting and Social Change in 2018, built a model of a firm's future preparedness by assessing its need for foresight against the maturity of its foresight practice. They measured preparedness across a set of firms in 2008, then measured performance in 2015. Future preparedness turned out to be a strong predictor of becoming an industry outperformer, of superior profitability and of superior market capitalisation growth. The World Economic Forum's 2023 summary of that work puts the gap at 33% higher profitability and 200% higher market capitalisation growth for the firms it classes as vigilant.
Seven years between the measurement and the outcome. This is not a capability that shows up in the next quarter, which is exactly why it is the first thing cut and the last thing missed.
If a competitive question is sitting unanswered in your organisation, talk to us about running it as a live deliberation.
One person's dismissal should not end the enquiry
Here is the failure mode that does the most damage and generates the least paperwork.
Someone raises a possibility. A senior person says it is not a real threat, or that the technology is not there yet, or that customers will not switch. The room accepts it. No decision is recorded, because nothing was decided. The question simply stops.
This is not stupidity and it is not usually arrogance. The senior person is often the most experienced person present, and experience is exactly what makes a confident judgement feel like a settled one. Dirk Antons and Frank Piller's 2015 review in Academy of Management Perspectives set out how not-invented-here attitudes turn into decision biases and then into behaviour, which is the mechanism running underneath.
There is no statistic for what a single dismissal costs. Nobody can measure the enquiry that did not happen. But the structural point does not need a number: a question that can be closed by one person's say-so was never really open.
The alternative is not endless debate. It is that a raised possibility gets held as a live question, with its grounds attached. The objection to it is recorded as a position rather than a verdict. Both stay visible while evidence accumulates on either side. Then the question closes when the evidence closes it, not when the most senior voice in the room moves on.
What testing with open arms requires structurally
An organisation that genuinely wants to know what is being built elsewhere needs four things, and none of them is a research subscription.
It needs a way for anyone to put a signal in, with their grounds attached. A junior analyst's field observation and a board member's read of a market then sit in the same picture, each legible for what it is.
It needs those signals to act on each other. Somebody must be able to build on another person's observation, or challenge it, with the relationship between the two preserved rather than summarised away.
It needs disagreement to survive contact with seniority. Where two well-grounded positions conflict, that conflict is the most valuable thing on the map and it should be visible, not resolved for the sake of a clean slide.
And it needs the picture to persist. A scan that produces a document is an event. A scan that produces a structure people keep adding to is a capability.
That is what Hunome is built to run. Each Spark carries among other characterisations its knowtype, the contributor's own account of how they know what they know. A SparkMap holds the perspectives, their grounds and the connections between them, so the picture updates instead of expiring. What leaders receive is deliberative intelligence: what the organisation now understands about a moving question, where the tension sits, and what changed since last time.
The move you did not see was visible to someone you employ
The uncomfortable pattern in almost every case of an incumbent surprised by an entrant is that somebody inside the organisation knew. They were junior, or in the wrong function, or they said it once in a meeting where it did not land.
The scanning capability is not primarily about buying better external research. It is about whether what your own people already notice can reach the place where decisions are made, and survive the journey with its reasoning intact.
Getting at it is a structural choice, and it is available now.