Sam Carter, founder of MeshQu — FinTech Wales, Swansea
Sam Carter
Founder, MeshQu
FinTech Wales · Swansea
Pleasure to meet you today.
I'm researching and building systems that help organisations deploy AI safely and at scale, while ensuring consequential decisions remain explainable, attributable, and defensible regardless of whether they're made by people, software, or AI.
Provable Operations for AI, Human & Automated Systems
MeshQu creates verifiable proof at the moment a consequential decision is made.
Most organisations reconstruct what happened from logs, screenshots, tickets, and human memory.
MeshQu retrieves it.
We're currently researching how operational proof can improve governance, accountability, and decision quality across AI and automated systems.
Current work
- Decision Receipts
- AI governance at execution time
- Operational memory for AI systems
- Research using UK procurement data and frontier models
Decision Receipts
Signed, tamper-evident records created when decisions happen.
Operational Proof
Retrieve evidence instantly instead of reconstructing events from fragmented systems.
Human, Automated & AI
A common proof layer for consequential decisions regardless of how they are made.
Why organisations are interested
- Deploy AI with greater confidence
- Reduce investigation and audit effort
- Improve operational accountability
- Create evidence that survives system changes
- Support governance and regulatory expectations
Recent Publications
Continue the conversation
MeshQu is still early and we're actively exploring pilots, partnerships, research collaborations, and conversations across the FinTech Wales ecosystem.