
01Client proof of concept · Manufacturing
Building an AI sales assistant for a GTM team in Manufacturing.
In the initial pilot, 18 of 27 answers flagged a missing, incomplete or conflicting product document.
Applied AI · Solutions Engineering · Enterprise Adoption
Helping enterprises build AI-empowered teams, at Atlassian.
Co-founded Panash — €1.1M revenue, team of three, 15 months.
Former Head of Sales Engineering at Qubit — 60 enterprise pre-sales engagements, $36M pipeline.
Featured webinar · Atlassian · Oct 2026
Hosted the panel with Tamar Yehoshua, Atlassian's Chief Product and AI Officer, and Claire Vo, host of How I AI. We unpacked a survey of 1,000 product people on how AI is changing product work.
→BuildWhy a decision model routes the sales assistant’s questions, and code still has the last word. Read the build note →
→SpeakingModerated the State of Product panel with Ken Exner at Team '26 Europe, Amsterdam — Oct 7. See →
Build and run Atlassian's enterprise evangelism motion for the builder audience: workshops with customer teams, executive briefings, live agent demos and POC consultations. Turn field learning into playbooks and content reused across sales and partner enablement.
Co-founded a boutique product studio — consulting, coaching and training for product teams across European scale-ups and enterprises.
Led product on a modular core-banking platform for banks and fintechs — ledger, transactional banking and back-office configuration.
Led global digital product at Europe's largest monitored alarm company — about 2M monthly active users on the flagship app.
Drove the product agenda for Barclays Mobile Banking, the UK's most-used banking app at the time — 6M monthly active users in a regulated environment.
Built and led sales engineering across Northern Europe after Qubit's $40M Series C.
Employee #1 at an AI-driven Customer Data Platform founded by ex-Google and ex-Yahoo engineers. Set up product and engineering from the ground up.

01Client proof of concept · Manufacturing
In the initial pilot, 18 of 27 answers flagged a missing, incomplete or conflicting product document.

02Client proof of concept · Decision model
Router median 159 ms against Haiku’s 1,378 ms over the same 141 calls, with no deep question sent to the light model.

03Client proof of concept · Retrieval
Each copy in the pilot has a named audience and destination. EU-only processing and a retention rule are built, not yet live.

04Personal · Agent ops
77 of the 93 nights from 20 July to 20 October 2026 ended with a brief in my inbox.

05Personal · Agent harness
On a client proof of concept, the agents logged 244 places in 13 days where the build left the plan, each one on record for review.
Spoke at 30+ conference sessions, panels and webinars, from product transformation to agentic AI, at Atlassian Team (US and Europe), INDUSTRY, La Product Conf and Product School.
Everyone in the room was already using AI. That's not the interesting part anymore. The interesting part is how few of u…
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That line was on the slide behind me as I opened the evening. It's also the clearest summary of what I heard across the …