AI software engineering with control.
Xenopz builds technical software where AI accelerates, but specs, testing and human review stay in command.
What we build
Synthetic PV Generator
Controlled synthetic data pipeline for anonymised police report generation with full traceability.
Spec-driven AI Development
AI accelerates development while specs, tests and human review keep the process controlled and traceable.
Portable Datacenter
A complete datacenter environment on a laptop — containers, VMs, networking and dashboards for students and engineers.
Governance and trust
AI accelerates delivery. Xenopz keeps the process reviewable, testable and controlled.
Security by design
Threat models, least-privilege architecture and hardened defaults from day one.
Human review
Every AI-generated artefact is reviewed by qualified engineers before merging.
Traceability
Requirements trace to design, to code, to tests — verifiable at every stage.
Validation evidence
Automated tests, property checks and acceptance criteria produce auditable evidence.
Ready to discuss a project?
Tell us about your challenge. We’ll help design the right approach.