the networkdoesn't reportfailures.IT PREVENTS THEM
Four layers of intelligence (Refinery, Verifier, Reasoner, Governor) wired straight into the control plane. Threat detection comes out of the same models, and there is no consulting bill attached.
Live deployment. Real production network. Everything built is yours — permanently.
99.999%
Target Uptime
SLA baseline
<1ms
Detection to Action
Verifier + Reasoner
R0
Consulting Bill
Refinery replaces FDEs
0
Vendor Lock-In
You own the IP
2
Sectors
Telecoms + Banking
WHERE IT BREAKS TODAY
Most SA ICT providers
have hit an AI Wall.
Millions have gone into AI-powered monitoring, but overlay systems were built to report failure rather than prevent it. The architecture is what's wrong here, not the AI.
The Overlay Trap
AI sits outside the network fabric. By the time it detects a fault, the SLA is already breached.
The Data Silo
Three siloed teams, three formats. One BGP flap generates 5,847 duplicate tickets.
Forced Automation
Generic global rulesets applied to SA topology. The model fails exactly where it matters most.
HOW THE INLAY WORKS
Architectural Inlay.
Not Overlay.
R0
Consulting bill to unify data
No Consultants. The SLM Builds It.
Palantir charges millions for ontology engineers. Databricks needs a dedicated pipeline team. Bankhosa's Refinery SLM builds your structured data layer automatically — ingesting rotten silo data, outputting unified truth. Zero professional services. Zero ramp time.
IN PRACTICE
<1ms
Verified detection to action
Hallucination-Proof Edge Intelligence.
A Verifier SLM at the network edge cross-checks live telemetry before the LLM Reasoner acts. Security monitoring is the same Verifier — different training labels. One model. Two revenue lines.
IN PRACTICE
0
Tickets. Zero-touch resolution.
Full Autonomy. Zero Bureaucracy.
Every decision executes sub-millisecond by default. Immutable audit trail satisfies regulators. High-risk actions governed by configurable policy — automatable at 95%+ confidence. No meetings in the loop.
IN PRACTICE
WHAT CHANGES FOR YOU
Built for Infrastructure
Leaders.
WE ALSO BUILD
We Build What You Own.
WHERE THE NAME COMES FROM
"People are Kings.
Logic is Absolute."
From bantfu (people) and khosi (king) in Siswati. Every system we build returns power to the people who run it.