What I ship
I design agentic workflows and tools for humans who need to deliver purposeful work and avoid burnout.
an agent running my own operation, unsupervised, through several generations. See it running →
of Vimeo's acquired enterprise book migrated. 200+ go-to-market staff enabled.
new product category in year one, about 3x plan.
for designing the surface between people and machine-understood media.
Three ways in
Engagements
Agent Build
- For
- a team drowning in one workflow
- You get
- that workflow running as a production agent, with evals and a runbook, handed over
- Shape
- 4 to 6 weeks, fixed scope
from$18,000
Scope an Agent Build →Embedded Product
- For
- a company shipping an AI product with no senior owner
- You get
- an AI feature or product from scope to shipped, embedded in their team
- Shape
- retained, 10 to 20 hrs/wk, 3 months minimum
from$14,000 / month
Talk about a retainer →Operating Model
- For
- an exec team whose decisions are the bottleneck
- You get
- decision and communication protocols, AI configured around the team, a rhythm that holds
- Shape
- 4 weeks, then optional retainer
from$18,000
Talk about an operating model →One or two engagements at a time. US and UK hours.
Why
Change is my constant.
We've accelerated intelligence.
We haven't evolved how we work with it.
The technology is no longer the hard part.
Built one of the UK's earliest video-first web products, exploring streaming on the web years before online video became mainstream.
Can video become an internet-native experience?
Co-founded WIREWAX and built a browser-based video motion-tracking engine, connecting what a viewer wanted to products, information and action.
Can video become a two-way medium?
Built production computer vision that tracked faces and objects frame by frame, with confidence scoring and human review, years before generative AI.
Can machines understand visual context?
Took WIREWAX from bespoke innovation to a scalable SaaS platform, proving computer vision could become repeatable commercial software.
Can emerging technology become a business?
Built AI services that processed media at production scale, saving thousands of hours of manual work and proving AI's value inside enterprise workflows.
Where does AI belong inside real organizations?
Joined Vimeo after the acquisition. 91% of the acquired enterprise book migrated, 200+ go-to-market staff enabled, a $5M new category in year one.
How do large teams adopt new technology?
Everyone wants teams to use it.
But, for what?
Today the challenge is designing how humans and agents think, decide and operate together, so the capable system actually gets used.
That gets decided at the interface.
Built AI and interactive products trusted by teams at Nike, Disney, BBC and Vimeo. Recognized with five international industry awards.
Questions
Isn't this just AI consulting?
No. I ship. The deliverable is a system in production that your team uses, not a recommendation about one.
Why not hire an engineer?
Hire one. I work with them. Wiring the agent is the easy part now; deciding when it speaks, what it shows and what it does silently is what decides whether anyone uses it, and that is the part I do.
What do I actually get?
Agent Build: a working agent for one workflow, evals, a runbook, handed over in 4 to 6 weeks. Embedded: a senior product lead inside your team, 10 to 20 hours a week, shipping. Operating Model: how your exec team decides, with AI configured around it.
Who is this for?
Founders and operators at companies that have decided AI matters and are stuck turning that into something shipped. Usually Series A to C, usually one specific workflow that is eating the team.
I take one or two engagements at a time.
If you were sent here by someone, tell me who. It helps.