Begin with the work
We study where requests stall, details disappear, and small teams lose time before we decide what to automate.
AI product company · Richards Bay
Origin Arc Labs
We build AI-operated products that turn messy, repetitive work into clear and reliable action.
South African roots. Global standard. Useful from day one.
01 Built around real workflows
02 AI-operated, not AI-decorated
03 Human control by design
Our first product
Work that moves before it gets dropped.
RelayOps
Lead operations
RelayOps turns inbound service enquiries into structured jobs, prioritised actions, and customer replies that are ready for an operator to review.
- Live Gemini-powered triage
- Owner-controlled pricing and replies
- Automatic safety escalation
Our operating thesis
Software should carry the routine.
People should keep the judgment, relationships, and decisions that deserve them.
Give AI a real job
Our systems interpret, prioritise, draft, and route. The model is part of the operation, not a decorative chat box.
Design the handoff
Pricing, safety, approvals, and exceptions stay visible so operators can step in exactly where their judgment matters.
Why Origin Arc
Built close to the problem. Designed beyond the obvious answer.
Origin Arc Labs is an independent product company founded in Richards Bay by Kgotso Msiza. We build focused software for the operational gaps that broad platforms leave behind.
The name is our method: find the true origin of a problem, then build the shortest useful arc from friction to outcome.
Richards Bay, KwaZulu-Natal
Meet the founder
Hi, I’m Kgotso Msiza, founder and director of Origin Arc Labs. I build AI-operated products that remove repetitive work while keeping the people responsible for the outcome in control. RelayOps is the company’s first product, built for service businesses that need every enquiry to become a clear next action.
Start with the real problem
Bring us work that should run better.
For product conversations, pilot opportunities, and thoughtful collaboration.
hello@originarclabs.com