Adrian Johnson — Founder & AI product builder
I build AI-native
software companies.
Fifteen years designing digital products for TD Bank, Scotiabank, and the Government of Canada. Today I found and build AI-native ventures through my studio, Creative Titans — taking products from customer problem to shipped software.

Previously
TD Bank · Scotiabank · Transport Canada · Employment and Social Development Canada · MPAC · Home Depot Canada · Investors Group
The ventures
Four companies, in progress.
What I do
Found
I start companies around problems worth solving, from customer discovery through go-to-market.
Build
I ship the software myself — product strategy, design, and AI-assisted development in one loop.
Lead
Fifteen years leading enterprise UX and digital transformation in regulated industries.
Four ways to explore
A career told in four movements.
Ventures, AI, enterprise transformation, and the principles behind how all of it gets built.

01 — Building Companies
Building companies and new markets
Syncopate, Axis, Agreed, Latin Music Canada — four ventures, four markets.

02 — Advancing AI
Designing for an AI-native future
Agentic systems, intelligent products, automation, human–AI interaction, AI-enabled workflows.

03 — Transforming Organizations
Transforming complex organizations
TD, Scotiabank, Transport Canada, ESDC, MPAC, Home Depot Canada, Investors Group.

04 — Leading People & Practices
How I build, and why
Seven principles: start with the problem, workflows before features, build to learn.
The through-lines
Ten ideas I keep building around.
Every project on this site is really a variation on the same short list. Curiosity leads. Systems follow. Accessibility is the ethic. Learning is the compound interest.
- 01
Curiosity
The first tool.
- 02
Building
Ship, learn, ship again.
- 03
Systems thinking
Zoom in. Zoom out.
- 04
Human-centered design
Real people, real edges.
- 05
Leadership
Teams, not tickets.
- 06
Technology
A means, not a mood.
- 07
Artificial intelligence
As material, not magic.
- 08
Accessibility
The design ethic.
- 09
Entrepreneurship
Founder mind, always.
- 10
Continuous learning
The long compound.
Selected impact
Fifteen years of shipped work, measured.
- Years building digital products
- 15+
- Reduction in design rework at Scotiabank
- 60%
- Shorter development cycles
- 30%
- Improvement in platform usability
- 40%
Contact
Building something, or rethinking how you build?
I'm interested in conversations about AI-native products, autonomous teams, and what software looks like when intelligence is part of the operating model.
Start a conversation →