A calm, human-first approach to AI
AI is moving fast. We can slow down and understand it.
I help people and teams make sense of AI - from daily life to serious systems - without hype. Think of it as a friendly guide who brings a notebook, not a megaphone.
Curiosity is a great start. We can map what AI can do, where it falls short, and what is worth trying in your world at a pace that feels human.
If it feels like too much, you're not behind. We can sort the noise into a few clear steps and decide what to ignore for now.
Skepticism keeps everyone honest. We'll test real use cases, name the risks, and keep the hype out of the room.
I translate AI into everyday language, so you can actually think with it.
We look at your work, your people, your boundaries - not just the tools.
I help decide what to try, what to skip, and how to stay grounded.
It's slow enough to be safe, fast enough to be useful.
The Pub Table
Conversation menuThree Contexts (Not Services)
Think of these as shared trails - each one has its own pace, stops, and small signs.
Personal AI Literacy
For people who want calm, everyday competence with AI without losing their voice.
We name where AI fits in your week - and where it doesn't.
We build a few repeatable habits for research, writing, and decision prep.
We create boundaries: what stays human, what can be assisted.
- What we usually talk about: trust, prompts, time savings.
- What changes after: you feel steady, not rushed.
Small Team Integration
For teams who want shared understanding and less tool chaos.
We pick two or three workflows worth testing.
We define simple norms and a common language.
We practice feedback loops: what worked, what didn't.
- What we usually talk about: roles, boundaries, shared templates.
- What changes after: less friction, more clarity.
Large Org Strategy & Systems
For organizations that need reliability, safety, and culture-aware integration.
We map where AI touches risk, policy, and people.
We align across teams on governance and data boundaries.
We set up steady experiments with clear accountability.
- What we usually talk about: governance, change management, trust.
- What changes after: shared understanding and calmer rollouts.
Field notes
AI is a calculator for language, not a mind. It's powerful because it's fast, not because it's wise.
Automation is easy; responsibility is harder. The real work is deciding who checks what.
The best prompt is a better question. The quiet part is figuring out what you actually need.
If everyone uses AI differently, it creates friction. Shared habits keep teams aligned.
Governance is not bureaucracy; it's safety rails. It lets people move without fear.
Sometimes the best integration is none. Choosing not to use AI can be a strong, thoughtful decision.
The Rules of the Road
Human first. People stay responsible, even when tools help.
Clarity over speed. We'd rather be right than fast and fuzzy.
Small experiments, real feedback. Quiet pilots beat loud promises.
Document what matters. Memory fades, notes save time and trust.
Don't automate judgment. Use AI to assist, not to decide.
Security is part of literacy. Safe handling is a basic skill.
No hype, no shame. We learn without pressure or performance.
Leave a note
If you want to talk about AI - excited, confused, or skeptical - I'm happy to listen.
Or suggest a pub / walk-and-talk style chat.