About Cyprian Aarons

Build reliable AI with a senior engineer.

I help teams choose the right AI problem, build the system, test it under real conditions, and hand it over clearly.

Book a fit call See the work

06: Anonymised build dossiers
1:1: Principal-led delivery

Selected delivery profile

Principal-led systems work

1:1 delivery

01Operational workflow mapped
02Controls designed into the system
03Team handover made explicit

See anonymised delivery evidence in the case studies

Operating principles

Make the release decision legible

I map the workflow, name the failure paths, and define the controls before changing the system. The result is a release decision your team can explain and own.

Peer-to-peer, not vendor-to-client

I operate as a trusted technical partner, not a salesperson. I will tell you when AI is the wrong solution, when the smallest next move is nothing, and when the real problem is infrastructure rather than intelligence.

Architectural rigour, not magic

I do not sell 'magic' AI solutions. I define the architecture, evaluations, boundaries, and handover needed for a reliable workflow.

Professional tenure

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.