Work
What I've built — as founder and as fractional product lead. Each project opens with its brief: the problem, what I built, what came of it.
Karl
- PROBLEM
- Agents build the wrong thing when the input is fuzzy.
- OUTCOME
- <2 min per brief · 40+ hrs/month saved on PM documentation
- STATUS
- live
Monde
- PROBLEM
- Brands have no visibility into how they appear in AI search answers.
- OUTCOME
- 100% visibility into AI answers
- STATUS
- live
Direct Wines — AI dev infrastructure
- PROBLEM
- A 70-person engineering team shipping across multiple platforms, with no AI tooling in place.
- OUTCOME
- 70% faster development · 3× fewer defects · weeks → days new-developer onboarding
- STATUS
- handed over
RFQ-to-Quote automation
- PROBLEM
- Manual quoting on technical RFQs takes days.
- STATUS
- building