Accelerators · AI foundation

AI-Ready Data Foundation

One trusted data estate, ready for analytics, AI and agents.

Turn scattered, untrusted data into one governed, AI-ready foundation on Microsoft Fabric, a OneLake medallion lakehouse with Purview governance, catalogued, lineage-tracked and residency-aware, so every analytics, AI and agent initiative reasons over data the business already agrees on.

Walkthrough availableMicrosoft Fabric / OneLakePurview governance
The business case

AI is only as trustworthy as the data beneath it

Weak data quality and governance sink more AI projects than the models do. A governed Microsoft Fabric foundation gives every analytics, AI and agent initiative data it can trust, defined, owned and traceable to source.

60 to 80%
of analysts’ time lost to data prep
Freed for actual analysis
Every report
Argued before it is acted on
Rework nobody budgets for
Up to 100×
Cost of a data error that reaches a decision
versus fixing it at source

Why nobody quite trusts the numbers yet

  • Data siloed across systems → no single, trusted view
  • Undefined ownership and metrics → figures nobody can defend
  • Weak lineage → you can’t trace a number to its source
  • Ungoverned data feeding AI → confident, wrong answers
What it delivers

A governed Fabric foundation, delivered

The data spine every other accelerator builds on, engineered, governed and residency-aware.

OneLake medallion lakehouse

Bronze-silver-gold on Microsoft Fabric, one governed copy of your data, engineered for analytics, AI and agents.

Governance & catalogue

Microsoft Purview cataloguing, lineage and policy, so every number is owned, defined and traceable.

Legacy migration

nVisionIT’s 25 years of legacy-migration heritage brings data off ageing systems into the lakehouse, reliably.

Residency-aware

Deployed on your premises or in South African or Mauritian cloud regions, with residency and access controls built in.

The foundation everything builds on

The trusted spine beneath decision intelligence, agents and every other accelerator.

How we engage & deliver

How an accelerator engagement runs

Each accelerator is IP we own and maintain. We deploy it on premises, in your own cloud or as a service we host, and you start from working software.

SPRINT 0

Prove the value

A costed roadmap, a working prototype, the target architecture and a measured value baseline, in 2 to 4 weeks.

MILESTONES

Bill as delivered

We deliver and invoice per milestone for work delivered and reviewed; the budget is refined with you each step.

NO LOCK-IN

No-penalty exit

Stop at any milestone boundary, work done is billed, nothing more.

OWNED

Yours, where you choose

Deployed on your premises or in your own cloud, or hosted by us in South Africa or Mauritius. You keep control of your data and your deployment.

Outcomes

What a governed estate gives you

Trusted numbers

One governed source the whole business agrees on.

Faster analysis

Analysts stop spending half the week preparing data.

AI you can defend

Every AI and agent output traceable to source.

Architecture

Fabric, OneLake and Purview

Microsoft-first, API-first, Zero Trust and Responsible AI, an nVisionIT-owned application on nVisionIT.Framework, bilingual (English/French), and deployed on your premises, in your own cloud or in an environment we host, to meet your data-residency requirements.

Microsoft FabricOneLakeMicrosoft PurviewMedallion architectureData lineageResponsible AIBilingual (EN/FR)African data residency
From our Insights

What we have learned doing this work

Data and decisions

What we had to fix before any model could help

The first correction in our AI work had nothing to do with AI. What an organisation knows is usually scattered, undated and contradictory, and a model working from that will answer confidently and wrongly.

Helen Mills

All insights →

Build a data foundation you can trust

Book a briefing and we will propose a Sprint 0 sized to your estate, with the success measures agreed before any build starts.