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AI in Production

Deploy AI at scale with the right data structure, tools, governance and security your business needs to be successful.

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AI that works
in your business

Most organisations have experimented with AI, but few have deployed it at scale in a way that fundamentally changes how the business operates for the better. The gap between a proof of concept and production AI is where most projects stall. They are often held back by data that isn’t ready, governance that isn’t in place, or a lack of the software engineering capability needed to take a model from prototype to live system.

We help to bridge that gap, bringing together data engineering, software development, AI governance, and sovereign hosting capability under one roof. We take you from an AI use case to a validated business case through to a deployed, monitored, production system.

We are the only digital business partner in South Africa that has all of these capabilities.

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End to end capability
Data engineering, software development, AI governance, and sovereign hosting under one roof.
Sovereign AI hosting
Available for organisations that cannot or will not deploy to public cloud; including on-premises and ring-fenced architectures.
Altron AI Factory
We have deployed AI in our own business, which means we bring practitioner experience, rather than consulting theory.

How we deliver AI in production

01
Scale and embed 3 to 6 months

Validated models into live production

We deploy validated models into production, build the supporting data pipelines and establish your AI governance framework. Prototypes are built on production architecture from the outset, so scaling is a continuation of the prototype rather than a rebuild. Data engineering, AI governance and software development sit under one team to take a model from sandbox to live system.  

  • Validated models deployed into your environment
  • Supporting data pipelines built and integrated
  • AI governance framework established
  • Monitoring in place from day one
  • Deployment runs on Microsoft Azure AI Foundry or our sovereign AI Factory, depending on your platform and data residency needs.
02
Transform 6 to 12 months

Operations that increasingly run themselves

As use cases mature, we extend into agentic AI and automated processes, with governance and regulatory compliance built in from day one. Operations become increasingly autonomous, with agentic AI and automated processes taking on more of the workload.

  • Agentic AI extended across more processes
  • Automation taking on more of the workload
  • A continuous improvement programme running
  • Governance and compliance held throughout

Built on Microsoft and the Altron AI Factory

 

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Partner Microsoft

Microsoft Azure AI Foundry

Our primary platform for AI prototyping, development and deployment. It gets a working version in front of you quickly, which narrows the gap between deciding and seeing value, particularly if you are already on a Microsoft journey.

Altron capability AI Factory

Altron AI Factory

Our internal AI capability, where we deployed AI in our own business first, which means we bring practitioner experience. It also gives you a sovereign option for the workloads you cannot put in the public cloud.

Where this has already worked

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Governance, sovereignty and responsible AI.

We build ethical AI frameworks, data governance controls and regulatory compliance into every production deployment from the outset. For South African organisations that includes POPIA alignment and data sovereignty planning.

For clients who cannot or will not host in the public cloud, we provide sovereign AI hosting: on-premises, hybrid, ring-fenced or air-gapped architectures, at enterprise scale.

Related capabilities

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AI strategy and consulting

Production AI begins with the right use cases and a validated business case.

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Data platform and engineering

You can’t deploy AI at scale without the data foundation underneath it. Find out how we build it.

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Related capability AI Value Realisation

Analytics and intelligence

Once AI is in production, this is how your leadership stays connected to what it’s delivering. 
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Already running AI pilots that are not moving to production? Let us find out what is in the way.
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