Projects & case studies
Selected work samples.
Seven projects across enterprise B2B SaaS, consumer product, and internal tools — plus a live AI agent you can run on this page. Each led from strategy to shipped outcome; every figure states whether it was proven or inferred.
- Conversational Portfolio — Examine the work and inspect the evidence · Jobfitter assesses requirement by requirement · Can return a weak fit (niavis.design · GenUI · RAG · 2026)
- Origin MCP (Coming Soon) — Anthropic connector shipped with Agent Skills in the official plugin · ChatGPT, Slack and Teams next · governed private-markets intelligence where clients already work (Dialectica · AI Agent · MCP · Agent Skills · 2024–Present)
- WeatherXM — 667% growth in sellable-grade data (reconstructed baseline) · -63% support tickets (measured) (WeatherXM · iOS · Android · B2C IoT · 2022-2023)
- Origin Platform (Coming Soon) — Cited answers composed from the product’s own UI · in alpha with private-equity clients (Dialectica · Agentic Chat · GenUI · 2026)
- Transfers Planning — Sustained production use, 27/27 companies · -18% planning errors · ≈€190K/yr modeled cost avoidance (ANIXE · B2B SaaS · Back-Office · 2022)
- Contract Pricing — 23 → 3 decision surfaces · -24% pricing errors · -40% task time (ANIXE · Internal ERP · Back-Office · 2020)
- Applicant Tracking System — Tested a new recruiter-workflow paradigm for the redesign · +21% utility · +13% usability (n=6, 10 tasks) (Consulting work · B2B2C SaaS · HR · 2021)
- Seque — Paid iOS product · 200K+ downloads · Apple editorial in 86 markets · retention and P&L private (Seque (Founder) · iOS · B2C · 2019–2022)