AI-Native Software Engineering & Modernisation
MeshForge
Build with the intelligence.
An AI-native software engineering platform that enables organisations to understand, build, modernise and continuously evolve software using intelligent engineering agents.
Request a briefingMeshForge turns software engineering into an intelligent, agent-driven capability — from understanding decades-old legacy systems to building the next generation of enterprise applications.
MeshForge is not simply another AI coding assistant. It understands an organisation's entire application estate — source code, architecture, databases, APIs, dependencies, documentation, business rules, integrations, infrastructure, security requirements and deployment environments.
Using that understanding, MeshForge performs complex engineering and modernisation work rather than isolated code completion.
Core capabilities
What the platform does
Understand
- Legacy application discovery
- Automated codebase understanding
- Architecture discovery
- Business-rule extraction
- Dependency mapping
- Technical-debt identification
- Application documentation
Build and assure
- AI coding agents
- Code generation and refactoring
- Architecture generation
- API generation
- Automated testing and test generation
- Security analysis and vulnerability remediation
- Natural-language software development
Modernise and operate
- Application migration
- Cloud modernisation and containerisation
- Database modernisation
- CI/CD automation
- Infrastructure-as-code generation
- Legacy-to-modern and legacy-to-AI transformation
- Application observability and software maintenance agents
Engineering lifecycle
One platform across the full software lifecycle
Agents operate continuously across each stage rather than at a single hand-off point.
- 01Understand
- 02Design
- 03Build
- 04Test
- 05Secure
- 06Modernise
- 07Deploy
- 08Operate
- 09Improve
Differentiation
Legacy-to-intelligent transformation
MeshForge does not simply translate old code into newer programming languages. It works out what an existing system actually does, then preserves it through the transition.
- Business rules
- Process logic
- Data relationships
- Integrations
- Institutional knowledge
- Security rules
- Regulatory requirements
- Operational dependencies
Redesigned into architectures that are
- API-first
- Cloud-ready
- Edge-ready
- Containerised
- Modular
- Secure
- Observable
- AI-enabled
- Agent-ready
Democratising software development
Business users describe requirements in natural language — for example: “Create a supplier onboarding process that validates company registration, verifies banking information, checks tax compliance and routes suppliers above R5 million annual spend for executive approval.”
Professional developers and architects remain in control of architecture, security, governance and production releases. The objective is not to eliminate developers. It is to dramatically increase the amount of software an organisation can safely create and maintain.
Translated into
- Requirements
- User stories
- Data models
- APIs
- Workflows
- User interfaces
- Business rules
- Tests
- Documentation
- Deployment artefacts
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.
- Enterprise Users & Channels
OneCortex
Intelligent Enterprise
Run the intelligent enterprise.
OneCortex applies intelligence to enterprise processes, workflows, decisions, knowledge, human work and digital workers.
MeshForge
AI-Native Software Engineering
Build with the intelligence.
MeshForge uses AI engineering agents to build, understand, modernise and maintain software.
ModelMesh
Intelligent Model Routing
Route the intelligence.
ModelMesh intelligently selects and routes requests between models based on capability, cost, latency, geography, privacy and policy.
MeshAI
AI Compute & Model Infrastructure
Run the intelligence.
MeshAI provides the infrastructure required to host, operate and scale AI models.
- Cloud | Private Cloud | On-Premise | Sovereign | Edge