The 3% gap that defines this moment
New research from Google Workspace, in partnership with Hypothesis Group, surveyed 2,643 decision-makers and knowledge workers across six countries. Every respondent works in an organisation of 300 or more employees that has already deployed AI in some form.
The headline finding is uncomfortable. Only 3% of organisations are highly transformed by AI. 72% are still in the early stages, with 27% at the very beginning and 45% still exploring.
The gap between those two groups is not marginal. 89% of highly transformed organisations report business growth from AI. At the initial stage, that figure is 18%.
That is the same technology, the same year, the same opportunity. The difference is what the leadership team chose to do with it.
Executives think AI is working. Employees do not feel it yet.
The Beyond AI Optimism report calls this "the AI Disconnect," and the numbers are striking.
53% of executives say AI has had a significant positive impact on their organisation. Only 36% of employees agree. That is a 17 percentage point gap on the question that matters most.
It widens further:
- Confidence the organisation can adopt AI effectively: executives 54%, employees 39%. A 15pp gap.
- Truly empowered by AI: executives 29%, employees 13%. A 16pp gap.
- Prepared to adapt: executives 48%, employees 32%. A 16pp gap.
And yet 61% of employees use AI every day. 71% say learning AI will be essential for their career. 84% want their organisation to focus on AI more.
The appetite is there. The strategy is not landing.
When leaders rate their AI programme based on rollout decks and pilot dashboards, they get one picture. When employees rate it based on whether their daily work has actually changed, they get another. Leadership teams that do not close that gap are flying blind.
Time savings are the floor, not the ceiling
Most organisations buy AI to save time. Across all respondents, 40% report less time searching for information, 39% spend less time on mundane tasks, and 38% complete tasks faster.
That is useful. It is also where most AI programmes stop.
Highly transformed organisations go much further. Compared to organisations at the initial stage:
- Innovation is 32 percentage points higher.
- Creativity is 37 percentage points higher.
- Speed of new product and service development is 34 percentage points higher.
- Confidence in the quality of work output is 36 percentage points higher.
- Competitive advantage from AI is 35 percentage points higher.
- Improved company ROI is 25 percentage points higher.
The real value of AI is not faster email. It is the ability to do work that was not previously possible. Organisations that treat AI as a productivity tool will save time. Organisations that treat AI as an innovation enabler will out-grow them.
The five traits of transformed organisations
The research identified five traits that separate highly transformed organisations from everyone else.
1. A clear, always-on strategy and roadmap
Highly transformed organisations are 19 percentage points more likely to have defined a transformation roadmap with milestones and timetables. They are 39pp more likely to continuously refine their AI frameworks rather than treat the rollout as a one-off project.
2. AI embedded in the company culture
50% of highly transformed organisations say AI is anchored in their culture, 19pp ahead of initial-stage peers. They are 46pp more likely to foster a flexible, modern work environment, and 36pp more likely to align AI adoption with team needs before rolling out tools.
3. AI used widely across roles, departments, and tasks
Transformed organisations use AI for diverse task types and across the whole business, not just one team or one use case. They are 46 percentage points more likely to apply AI across numerous task types, and 48pp more likely to deploy it widely across roles and departments.
4. Advocacy democratised across the organisation
This is the largest single gap in the research. 65% of highly transformed organisations have AI advocates spread across the company, compared to just 14% at the initial stage. That is a 52 percentage point gap. They are also 46pp more likely to have C-suite leaders acting as the biggest advocates.
5. Sustained investment in tools that work where people already work
Highly transformed organisations spend around £540,000 a year on AI on average, roughly £380,000 more than their initial-stage peers (figures converted from the report's USD numbers). More importantly, 96% of them say changing tools can act as a catalyst for transformation, and 67% say AI integrated into the apps employees already use is essential. When AI is built into productivity and collaboration tools, quality of work improves by 33pp and the pace of transformation accelerates by 27pp.
The advocacy gap is a leadership problem, not a tech problem
One number stands out from the report. Across all organisations, only 29% of employees say AI is broadly advocated where they work. Inside highly transformed organisations, that number is 65%.
This is not a technology gap. It is a leadership gap. The same tools are available to every organisation. The ones that win are those whose leaders make AI a daily, visible, shared priority, not a quarterly initiative announced from the top.
So where does your organisation actually sit?
The transformation spectrum runs from initial, to exploring, to scaling, to advanced, to highly transformed. 72% of organisations are still in the first two stages. Most leaders, when shown the data, place themselves higher on the spectrum than their employees do.
That gap is the real diagnostic. The fastest way to move forward is not another tool purchase. It is an honest assessment of where the organisation sits today, where the perception gaps are widest, and which of the five traits are missing.
If you would like a structured view of where your organisation sits on the AI transformation spectrum, and which traits would create the most leverage, book a discovery call with Samson Redline Technologies.