Mibono Intelligence
Make intelligence work across your enterprise.
AI models, agents and applications are spreading across organisations. Mibono Intelligence helps you establish where they create value, how they should work together, what they should cost, and how to govern them.
- 01ConsultingDecide what to do, why it matters and what it should cost.
- 02MIPSee, govern, measure and optimise the enterprise intelligence estate.
- 03Execution platformsPut the strategy into operation through the appropriate products.
- 04Managed Intelligence ServicesContinuously operate, evaluate and improve the environment.
What we hear
The problems executives recognise.
Most organisations do not lack AI. They lack a clear view of what they have, what it is worth and how to control it.
Fragmented AI initiatives
Pilots in every department, no shared view of what exists or what it achieves.
Uncertain return on investment
Spend is visible in invoices, but value is not visible in the business.
Rising model and compute costs
API bills and GPU commitments grow faster than the outcomes they support.
Ungoverned agents
Agents act in business systems without clear ownership, approvals or audit evidence.
Disconnected enterprise knowledge
The knowledge AI needs is scattered across systems, documents and people.
Legacy system barriers
Core systems that are hard to change block every intelligent workflow built on top of them.
The Mibono method
Diagnose. Design. Prove. Implement. Operate.
- 01
Diagnose
Establish the facts: estate, spend, value, risk and readiness.
- 02
Design
Define the target: architecture, operating model, controls and investment case.
- 03
Prove
Run a bounded proof of value against agreed measures.
- 04
Implement
Deploy with the right mix of existing, third-party and Mibono systems.
- 05
Operate
Measure, govern and improve continuously.
Four ways to work with us
Buy what you need. Nothing depends on buying everything.
Consulting without software. MIP without our other platforms. A single platform without the full stack. Each offer stands on its own.
01 · Decide
Consulting
Decide what to do, why it matters and what it should cost.
Paid, standalone engagements with decision-ready deliverables — useful whether or not you ever buy Mibono software.
02 · Manage
MIP
See, govern, measure and optimise the enterprise intelligence estate.
A vendor-neutral platform that works across Mibono and third-party AI, models, agents and infrastructure.
03 · Operate
Execution platforms
Put the strategy into operation through the appropriate products.
OneCortex, ModelMesh, MeshAI and MeshForge — each purchasable on its own, adopted only where they fit.
04 · Improve
Managed Intelligence Services
Continuously operate, evaluate and improve the environment.
Configurable ongoing services for monitoring, evaluation, governance review and optimisation.
MIP — Mibono Intelligence Platform
See your whole AI estate — including platforms we do not sell.
MIP is vendor-neutral. It inventories and measures AI applications, agents, models, providers and workloads across hyperscalers, model APIs, agent platforms, internal systems and Mibono products. Buying our other platforms is never a prerequisite.
See how MIP works8
Assets
8
Sources
1
Open exceptions
| Asset | Source | Owner | Monthly | Status | Integration |
|---|---|---|---|---|---|
Claims triage assistant AI application | Hyperscaler AI service | Operations | R 84,200 | Healthy | |
Contract review agent Agent | Third-party agent platform | Legal | R 41,900 | Exception | |
General chat workspace Productivity AI | Office suite copilot | IT | R 212,000 | Review | |
Frontier LLM API Model provider | External model API | Architecture | R 136,500 | Healthy | |
Customer service digital worker Digital worker | OneCortex• | Customer | R 58,300 | Healthy | |
Model routing policy — retail Routing policy | ModelMesh• | Architecture | R 12,100 | Healthy | |
Inference cluster — Johannesburg Compute | MeshAI• | Infrastructure | R 310,000 | Review | |
In-house forecasting model Internal model | Internal ML platform | Finance | R 27,400 | Healthy |
Execution platforms
Four platforms. Each does one job well.
Adopted only where they fit your architecture — alongside the systems you already run.
Put intelligence to work
OneCortex
Agents, digital workers, workflows, knowledge and governed enterprise action.
Explore OneCortex →Choose and route the intelligence
ModelMesh
The model and intelligence decision layer across applications and providers.
Explore ModelMesh →Plan and execute AI workloads
MeshAI
Plan, place and execute AI workloads efficiently across any compute.
Explore MeshAI →Modernise and build
MeshForge
Legacy modernisation and intelligent application development, with traceability.
Explore MeshForge →Find your starting point
What is your biggest intelligence challenge?
Choose the statement closest to your situation.
Choose the statement closest to your situation to see a suggested consulting entry point.
Initial guidance only — not an automated assessment or a quote. We confirm the right engagement with you in a discovery call.
Tell us what concerns you.
Describe the problem in your own words. We will reply with a short agenda for a discovery call — not a sales pitch.