AI is moving fast. Orientation matters more.
At AI for Everyday Work on Wednesday 11 February 2026, what stood out most was not which tools people were using.
It was where people are actually sitting with AI right now. What feels clear. What feels uncertain. And how work inside organisations is starting to shift as people try to make sense of it in real time.
Event snapshot
- Event: AI for Everyday Work (AI in Business meetup)
- Date: Wednesday 11 February 2026
- Theme: practical use, safer adoption, and what changes first inside day to day workflows
Three big ideas
1) Most problems are not technical
The conversation kept returning to workflow, organisational design, and disconnected systems.
AI tends to amplify what already exists. When work is clear, it helps. When work is messy, it exposes that quickly.
2) Trust and safety are now everyday work topics
Privacy, scams, and access to business systems came up repeatedly.
The shift is no longer whether people will use AI. It is how to use it confidently and responsibly, without creating new risks along the way.
3) Small wins create real momentum
The most useful examples shared were small and practical.
- Transcription into drafting
- Faster quoting and pricing
- Organising project information
- Reducing repetitive admin
Small improvements to repeatable tasks are creating real momentum.
What tools people are using, and what they are using them for
People referenced a mix of tools being used in practical ways, rather than as standalone solutions. The common theme was using AI to reduce friction inside work that already exists, rather than replacing entire workflows.
- Drafting and thinking: ChatGPT, Claude and Gemini for drafting, thinking through problems, and working within ongoing projects.
- Research and source comparison: Perplexity for research and comparing sources quickly.
- Voice to text workflows: voice recording and transcription tools to capture ideas and turn conversations into drafts or emails.
- Connecting systems: Relay.ai and Zapier to connect systems and reduce manual steps between apps.
- AI-assisted building: some experimenting with coding agents or AI-assisted development tools to build small internal workflows.
- Built in AI features: using AI features already inside tools like Google Workspace, Adobe, and accounting or CRM systems to speed up existing work.
How are small businesses using AI in everyday work right now?
Tools came up often in the discussion, but the real difference sits underneath that.
As models and capabilities converge, the advantage shifts away from which tool you use and toward how clearly you understand your work, your data, and your decisions.
The tools will keep changing. The thinking underneath becomes the stable part.
Moments from the room
- People comparing where AI is helping immediately, and where it is creating friction.
- Real concern, and practical curiosity, about privacy, scams, and access controls.
- A strong appetite for patterns people can borrow, not abstract strategy.
What people are taking back to their work
- Start with one repeatable workflow, then improve it in small steps.
- Document the before and after, so the value is visible to others.
- Bring safety into the workflow, not as a separate policy document.
- Share experiments early, learning together reduces risk and speeds up progress.
What happens next
If you missed this one, the event page is here: AI for Everyday Work.
The strongest takeaway for me was that learning together reduces risk. Hearing how others are experimenting helps people move faster and avoid mistakes that are easy to make alone.
Stay in the loop
More sessions are coming as the practice of everyday AI keeps evolving.
If you are asking questions like this
- How do I introduce AI into our workflows without creating new risk?
- What are the safest starting points for AI in a small business?
- Which repeatable tasks are best to improve first with AI?
- How do we make AI usage consistent across a team?
Thanks to Cyber Wardens
A thank you to Cyber Wardens for supporting the session and helping bring the safety and capability conversation into the room.
If you are interested in their work around helping small businesses use technology safely, you can read more here: