Plan and execute AI workloads
MeshAI
Plan, place and execute AI workloads efficiently across any compute.
The problem
AI compute decisions are expensive and hard to reverse. Organisations over-provision, under-utilise, or place workloads where power, connectivity or sovereignty rules make them fragile.
What MeshAI does
- Models workload demand before you commit to capacity.
- Selects and places workloads across owned, rented, hosted, cloud, local and edge compute.
- Runs inference efficiently and keeps utilisation high.
- Accounts for power, connectivity, resilience and sovereignty.
Scenario
Illustrative scenario: in-country inference
Illustrative example, not a customer deployment.
- 01Demand is modelled for a document-processing workload.
- 02Sensitive workloads are placed on customer-owned servers in-country.
- 03Burst demand is placed on a hosted provider.
- 04Branch sites run small models at the edge during connectivity outages.
- 05Cost per successful inference is reported per placement.
Key capabilities
What you get with MeshAI
- Workload demand modelling
- Infrastructure selection and placement
- Capacity planning and utilisation
- Efficient model serving
- Resilience, power and connectivity awareness
- Sovereignty-aware placement
- Cost per successful inference
Your infrastructure or a third party's
MeshAI works on infrastructure you own or infrastructure supplied by a third party. You do not need to buy hardware from Mibono.
How MeshAI is charged
Infrastructure charges — paid to whoever supplies the compute, which may be you, a host or a cloud provider.
MeshAI subscription — for the planning and execution platform.
Optional managed services — if you want Mibono to operate and optimise the environment.
Relationship with MIP
MIP can show where every workload runs and what it costs — whether on MeshAI or third-party infrastructure — and apply authorised placement changes through MeshAI.
About MIP →Consulting starting point
See MeshAI against your scenario.
We demonstrate on a problem you describe, not a generic script.