From Vibe to Viable
Turn early product proof into compounding progress without building yourself into a corner.
Keynote speaker · Product · Architecture · Quality · Teams
Make the next move easier.
Iain Niven-Bowling helps founders and product teams turn early proof into dependable, compounding progress.
The moment
Early proof has changed the work.
The question
What will let the next move improve?
The audience
Founders, product, engineering, data, and AI leaders.
From Vibe to Viable.
An early product can prove there is an opportunity. Then customers arrive, edge cases emerge, releases become real promises, and new people need to make good decisions without carrying the whole product in their heads.
Iain speaks about the conditions that make that next stage dependable: product judgment, proportionate architecture, release quality, and a team structure that makes ownership and growth clear.
Build the conditions where every release, hire, and customer insight makes the next move faster, not harder.
Bookable sessions
01 / Founder keynote
02 / AI and product
03 / Architecture
04 / Quality
05 / Team structure
One point of view. Five ways in.
Product judgment matters more
AI makes implementation cheaper. The scarce work is deciding what deserves to exist and what good means.
Architecture that earns its structure
Keep one product easy to change. Add boundaries and distributed systems when a real constraint justifies them.
Quality is a capability
Connect product intent to contracts, automated evidence, end-to-end journeys, and release confidence.
Product engineering for an AI-native world
Make ownership and growth clear when AI writes the code, separating the role someone plays, how clearly the problem is defined, and how wide the consequences are if a change is wrong.
Experience behind the work
Founder-led teams I've helped move forward.
Recent work across product development, technical foundations, release confidence, and team operating models.
Capsule Insurance
A specialist insurance broker where we worked on productising repeatable workflow and separating deterministic execution from the judgement that stays with people.
Honest Mobile
A mobile provider where we worked on product strategy, architecture, and an AI-native Product Builder operating model.
Focaldata
An AI research company where we are building product-engineering structure, release confidence, and the team conditions for a dependable product.
What people take away
A framework for the next decision.
Each session connects a human job or product outcome to the decisions, technical boundaries, evidence, and team conditions that make it work.
- Recognise the execution gap after early proof.
- Map a customer job to product decisions, architecture, and evidence.
- Choose proportionate structure instead of importing process.
- Separate title, scope of ownership, performance, and capability growth.
- Make challenge, support, and trade-offs visible without blame.
Speaking proof
Built from the work, not a slide deck.
Looker keynote
Google × Looker
Essence / WPP
Productised manual campaign work into a platform and recurring technology revenue.
Formats
Keynote, 40–60 minute talk, workshop, fireside, or panel.