XYZ: Operate
Real asset management — property, fleet and retail — with valuation, appraisal and management-plan capability. Asset instrumentation converts periodic reporting into continuous monitoring.
Capabilities
Build, instrumentation and asset management in one practice.
Rivals hold one or two of these. Anewk holds all three — organised by discipline rather than by client sector, so the same capability applies wherever an asset needs to be built, measured and run.
Pillar ISystems × Design × Platform
The foundation on which every other pillar and both remaining wings depend.
Systems
Full-stack development, cloud architecture and system design. Seven years across ABSA, Standard Bank, Mindera, OLSPS and Xago.
Design
Governance packs, delivery roadmaps, executive framing and cloud business cases. Raises the realisable price of the engineering — the quarterly governance pack in a retainer is a direct application.
Platform
Asset and platform development, compensated in equity and fees on a sliding scale. Demonstrated through live builds — InimbaPath, WashX, CannaCloud and Privy.
Pillar IIData & Intelligence
One modelling discipline across security, health and wealth — with the production layer to deploy it.
Data Engineering
Pipeline and platform architecture. The infrastructure beneath InimbaPath multi-omic data and WashX / CannaCloud transactions.
Data Science
Statistical and machine-learning modelling — fraud and anomaly detection, diagnostic modelling, portfolio and risk analytics — applied across security, health and wealth.
ML & AI Engineering
Deployment and operation of models in production (MLOps), and production AI agents that convert diagnostic models into deployable systems, held as equity.
IoT
Commodity hardware integration — Arduino Pro controllers, Luxonis OAK-D-Lite vision, etc. Asset instrumentation, telemetry streaming and edge inference. No custom hardware.
Pillar IIISecurity × Assurance
Bank-grade delivery discipline — engaged where opportunity arises, and standing behind every mandate.
Security & Research
Cloud security review, incident response and forensic investigation, applied to public-entity and financial-services delivery.
Assurance & Risk
POPIA assurance, governance review, and risk analysis across information-security and financial domains.
Secure Development
Contracted development for licensed insurtechs and fintechs on Root and Investec rails, under DevSecOps practice. Excludes advice and intermediation.
Anewk XYZPhysical & real assets Quantitative, insurance & payments
The wings that operate what we build.
Where the pillars describe capability offered to clients, XYZ describes capability Anewk requires to operate assets under mandate — the second, compounding half of the model.
XYZ: Capital
Portfolio construction and risk analytics implemented in Python, insurance product development on licensed infrastructure, and a programmable payment layer via Investec Open Banking.
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Operators of income-producing assets, excluded by cost and capacity
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Regulated-sector founders with market access, without build capability
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Public entities requiring senior data, platform and assurance capacity