WorkforceGuard AI
Jan 2024 – Present
Turns EU labour-market data and a company's own payroll into a pay-gap position it can defend to a regulator.
For HR and reward leads at EU employers preparing for the Pay Transparency Directive.
Five systems
Each one exists because a decision had to be defensible to someone else — a regulator, an auditor, a transport authority. Open any of them for the system story, the architecture and the trade-offs. The published Python packages are on Open source.
Production systems
Live
Aequitas
Oct 2021 – Present
Answers one question the same way in every country: who here is underserved by public transport, and by how much?
For transport authorities and researchers in any country with published timetables and an official deprivation index.
EU AI Assurance OS
2026 – Present
A release gate for teams shipping AI into the EU: it decides whether a model is allowed out, and proves why.
For engineering and governance teams who must show an AI system met its obligations before deployment.
MaSoVa Restaurant OS
Feb 2023 – Present
A full restaurant operating system: ordering, kitchen, delivery, payments, analytics and compliance across multiple stores and tax jurisdictions.
For EU restaurant operators running several sites across more than one tax jurisdiction.
Built for a hackathon
MaSoVa Enterprise Fleet
Aug 2026
A Manager Copilot for a restaurant fleet: one conversational agent that fans out to seven ops specialists and puts every action behind human approval.
For multi-store managers who want an assistant that drafts decisions, not one that takes them.