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MibonoIntelligence

AI Compute & Model Infrastructure

MeshAI

Run the intelligence.

An AI infrastructure platform that makes powerful open and enterprise AI models easy to deploy, run, optimise and consume anywhere.

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MeshAI gives organisations their own AI infrastructure — one platform to run, manage and scale AI models anywhere.

MeshAI provides organisations and developers with a unified API and management layer for running AI models across cloud, private infrastructure, sovereign data centres and edge environments.

It abstracts the complexity of GPUs, inference engines, model deployment, scaling, optimisation and fine-tuning.

Think of MeshAI as an AI model cloud and runtime built for organisations that want control over where and how their intelligence runs.

Core capabilities

What the platform does

Model operations

  • Model hosting and serving
  • Open-weight model deployment
  • Model fine-tuning
  • Model lifecycle management
  • Model observability
  • African-language model support

Compute and runtime

  • GPU infrastructure management
  • AI inference optimisation
  • Autoscaling
  • Cost-efficient AI inference
  • Integration with inference technologies such as vLLM and Ollama
  • Low-bandwidth and constrained-environment support

Consumption and control

  • API-based model consumption
  • Usage metering and billing
  • Security and tenant isolation
  • Cloud deployment
  • On-premise deployment
  • Sovereign and edge AI deployment

Differentiation

African and developing-market differentiation

MeshAI is designed for environments where organisations cannot assume unlimited cloud infrastructure, cheap GPU access, perfect connectivity or unrestricted movement of data.

  • Sovereign AI
  • Local model hosting
  • African-language models
  • Cost-optimised inference
  • Private AI
  • Hybrid infrastructure
  • Edge deployment
  • Low-bandwidth environments
  • Data residency requirements
  • Infrastructure independence

Deployment topology

The same control plane governs every environment, so a model can move from a shared cloud endpoint to a sovereign data centre or a constrained edge site without rewriting the applications that consume it.

Runs on

  • Cloud
  • Private cloud
  • On-premise
  • Sovereign data centre
  • Edge

The stack

Where this sits in the ecosystem

MeshAI runs the intelligence. ModelMesh routes the intelligence. MeshForge builds with the intelligence. OneCortex puts the intelligence to work.

  1. Enterprise Users & Channels

  2. OneCortex

    Intelligent Enterprise

    Run the intelligent enterprise.

    OneCortex applies intelligence to enterprise processes, workflows, decisions, knowledge, human work and digital workers.

  3. MeshForge

    AI-Native Software Engineering

    Build with the intelligence.

    MeshForge uses AI engineering agents to build, understand, modernise and maintain software.

  4. ModelMesh

    Intelligent Model Routing

    Route the intelligence.

    ModelMesh intelligently selects and routes requests between models based on capability, cost, latency, geography, privacy and policy.

  5. MeshAI

    AI Compute & Model Infrastructure

    Run the intelligence.

    MeshAI provides the infrastructure required to host, operate and scale AI models.

  6. Cloud | Private Cloud | On-Premise | Sovereign | Edge
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