About
Witold Reichhart
Strategy & commercial
Twenty years across Europe's largest financial institutions, designing how AI operates inside regulated business processes. Before enterprise: founded a European certification company that defined methodology and accredited 200+ practitioners across the continent. Before that: concert pianist with performances including Carnegie Hall, and principal investigator at Starlab - a deep-future research lab backed by the MIT Media Lab founder.
PhD research into the mathematics of music. The pattern that runs through all of it: how complex systems stay trustworthy when architecture and performance must be exactly aligned.
Arnaud Gelas
Technical & engineering
Regulatory domain expertise spanning biotech (IEC 62304), aviation (DO-178C), and financial services (SR 11-7). Architect of the Agentic Governance Stack - a five-layer framework from engineering practice through enterprise transformation. Author of the Agentic Engineering Manifesto, ASDLC, and APLC.
Co-author of the five SSRN papers and co-designer of the Governed Intelligence Lifecycle and epistemic immunity framework.
What we work on
Governed intelligence for regulated industries
AI capability is growing exponentially. The foundational layers on which that capability operates are not. Models get smarter every quarter. The intelligence infrastructure underneath - how organisations know what their AI is doing, where it's making decisions, whether it can be trusted - is barely being built.
We research and build governed intelligence - architecture where governance is a structural property, not an afterthought. Process-level maps of AI exposure, decision ownership models, evidence chains for regulators, and degradation controls that detect when knowledge decays or accountability breaks down.
Financial services first, then biotech and aviation. Industries where the complexity of the governance problem matches the complexity of the solution, and where compliance isn't a cost centre - it's the licence to operate.
Industries
Where we work
Financial services
EU AI Act high-risk compliance, model risk management, decision auditability across trading, payments, and post-trade infrastructure.
Biotech
IEC 62304 software lifecycle governance, AI-assisted clinical decision systems, regulatory evidence generation.
Aviation
DO-178C certification alignment, safety-critical AI qualification, airborne software assurance.