AI & analytics
From use case to production: retrieval, models, decision support — and the analytics that prove the value.
Cape Town, South Africa
We design data platforms, AI systems and the software around them — engineered, governed, and running in production every day.
What we do
From use case to production: retrieval, models, decision support — and the analytics that prove the value.
Lakehouse platforms on Azure and Microsoft Fabric. Pipelines, warehousing and semantic models managed as code and refreshed daily.
Full custom web platforms: multi-tenant, API-first, configuration-driven. Modern frontends, Python backends, automated testing in CI.
Compliance enforced by the platform, not the policy document. Source, purpose and lifecycle controls built into the data itself.
AI is only as defensible as the data underneath it. We build that foundation — so the controls live in the platform, not in a document nobody can prove at runtime.
Track record
Products
Multi-tenant CRM and case-management platforms for regulated, high-volume client operations.
Loyalty, rewards and financial-wellness apps that help people save on what they already buy.
Data warehousing and BI analytics — from governed data models to the reports leadership actually uses.
Omnichannel messaging, voice and automated dialling built into the workflow — every interaction logged.
How we work
Map your systems, data and the AI use cases already in flight — or planned.
The architecture, and the control model the platform must enforce.
Lake, pipelines, models and applications — in Azure, as code, with CI.
Evidence the controls: access, retention, records of processing — what an auditor will actually ask.
Who we serve
Contact
Tell us what you’re trying to build — we’ll tell you honestly what it takes.
info@hpstech.co.za