Employers differ in their work, resources, information requirements, customer needs, and ability to change existing systems. A tool that fits one organization may be unsuitable for another. Clear leadership and useful training also affect whether people can put a technology to work.
Gallup's research highlights the importance of practical guidance, not just access to tools. If your workplace is moving slowly, ask which problems it is trying to solve and what preparation would be useful. Learning the context can be more productive than assuming faster adoption is always better.
Further reading
- AI Use at Work Has Nearly Doubled in Two Years
Gallup · 2025
Context and limits
How AI use varies at work, including uncertainty about useful tasks and gaps in employer guidance.
Based on a workplace survey. It does not guarantee productivity gains or establish a right to employer-provided training.
Sources explain the background. Examples and suggested next steps are TideProof's own guidance.
- AI in the Workplace: Answering 3 Big Questions
Gallup · 2024
Context and limits
Examples of AI use at work and the importance of clear guidance and training.
A historical survey, not a measurement of today's workplaces. Check your employer's current rules and approved tools.
Sources explain the background. Examples and suggested next steps are TideProof's own guidance.