About Cyprian Aarons
Rescue the parts AI-generated software leaves uncertain.
I review one AI-built app journey across code, security, release controls, and failure paths, then leave your team with a clear next move.
- 06
- Anonymised build dossiers
- 1:1
- Principal-led delivery
Selected delivery profile
Principal-led systems work
- 01Operational workflow mapped
- 02Controls designed into the system
- 03Team handover made explicit
How I work
01
Make the release decision legible
Map the workflow, name the failure paths, and define the controls before changing the system.
02
Peer-to-peer, not vendor-to-client
Work as a technical partner. If AI is the wrong solution, I will say so.
03
Architectural rigour, not magic
Define the architecture, evaluations, boundaries, and handover for a reliable workflow.
Experience
Founder & Principal
Topiax · 2023 - Present
Leading Topiax engagements from workflow definition through system design, evaluation, and handover.
Co-founder & CTO
Africai · 2019 - 2023
Co-founded the technical delivery of data analytics products, including platform infrastructure and data governance work.