Use Cases

Real impact. Measurable results.
Across the software lifecycle.

Lumos applies 30+ specialised AI agents, your corporate knowledge and proven workflows to solve your hardest delivery challenges and deliver compounding impact across the enterprise.

~50%

Faster Delivery Time

~40%

Lower Delivery Cost

~3x

Productivity Gain

~70%

Faster Onboarding

Zero

Unrecoverable Knowledge

100%

Audit Traceability

Lumos AI Brain

Faster Delivery

Lower Risk

Lower Cost

Stronger Enterprise Value

How Lumos Creates Value

From complexity to competitive advantage

Connect

Bring together your codebase, documentation, solution history, and delivery artifacts.

Understand icon

Understand

Map what was built, how it works, and why key delivery decisions were made.

Surface icon

Surface

Retrieve relevant internal solutions, patterns, and context before new work begins.

Generate

Create code, documentation, and test automation aligned to your standards.

Learn

Get smarter with every interaction, every sprint, and every release.

High impact use cases. Measurable business outcomes.

Impact

50%+

Faster modernisation and migration

Legacy Modernisation & Migration

Migrate legacy code to modern architectures and cloud-native technologies with confidence.

  • Code analysis & conversion
  • Refactor to microservices
  • Java to Spring Boot, .NET Core, etc.
API

Impact

Faster Agentic integration

APIs to MCP Servers

Transform existing APIs into MCP servers to become compatible with the Agentic world.

  • Auto-generate MCP servers
  • Secure, standardised interfaces
  • Accelerate AI agent adoption

Impact

70%

Faster app development

Enterprise Web Apps in Minutes

Build professional-grade websites and internal apps instantly using AI.

  • AI-generated UI & pages
  • Responsive & production ready
  • Connect to enterprise data

Impact

80%

Faster test environment readiness

Mock Services Instantly

Generate mock services for frontend & integration testing in minutes.

  • Service virtualisation
  • Configurable responses
  • Faster parallel development

Impact

80%

QA time saved on test automation

Intelligent Test Automation

No-code, self-healing automation that adapts to changes so QAs save 80% of time.

  • Auto test creation
  • Self-healing scripts
  • Smarter test maintenance

Impact

95%

Compliance coverage achieved

Compliance & Audit Monitoring

Continuously monitor your codebase and processes for compliance gaps and security risks.

  • Automated policy checks
  • Real-time risk dashboards
  • Audit trail generation

Impact

40%

Faster decision making

Business Productivity Reporting

Generate intelligent reports and insights that drive faster, smarter strategic decisions.

  • Automated report generation
  • Executive dashboards
  • Data-driven recommendations

Impact

60%

Reduction in release lead time

CI/CD Pipeline Automation

Automate your build, test and deployment pipelines with intelligent agentic workflows.

  • Pipeline generation & optimisation
  • Environment provisioning
  • Zero-touch release orchestration

End-to-End Workflow Automation with Multi Agent Power

Lumos orchestrates specialised agents across the entire software delivery lifecycle from requirements to deployment.
Workflows are automated, traceable and continuously optimised using your corporate brain.

Plan
Build
Test
Deploy
Operate

Enterprise-wide strategic impact

Revenue Protection

Faster delivery and fewer defects protect revenue and customer trust.

Cost Optimisation

Reduce duplication, rework and tool sprawl across all engineering teams.

Risk Mitigation

Full traceability, security and compliance built-in. Audit-ready by design.

Knowledge Retention

Institutional knowledge stays, grows and becomes a strategic asset.

Organisational Resilience

Build an innovative, productive and resilient enterprise for the AI era.

Innovate. Deliver. Lead.

With Lumos as your strategic advantage.

Turn your software delivery into a compounding competitive edge.