Roadmap

Platform Roadmap

OMEGA Project is developed as a structured engineering and research programme. The roadmap documents the current state of the platform, active research, and planned areas of investigation as the project evolves.

Live

Live

The foundational platform is complete and provides the engineering environment that underpins all current and future research.

Foundation

  • Repository structure
  • Engineering governance workflow
  • Architecture Decision Record (ADR) framework
  • Documentation standards

Platform

  • Ubuntu Server 26.04 LTS
  • Docker
  • Docker Compose
  • Git-based development workflow

Data Services

  • PostgreSQL
  • pgvector
  • Qdrant

AI Platform

  • Ollama
  • Open WebUI
  • Evidence API
  • Inference API
  • Security-focused role models

Observability

  • InfluxDB
  • Grafana
  • Service health monitoring
  • Platform telemetry
  • Model inventory

Active

In Progress

Phase 5 — AI Security & Governance

Ongoing

OMEGA Project runs a vendor-neutral AI security research programme anchored on theOWASP Top 10 for LLM Applications, MITRE ATLAS and theNIST AI Risk Management Framework. Every research item follows the same pipeline, from question to published finding, and each finding becomes a repeatable test that is run again as the platform changes.

Prompt Injection and ExtractionModel Behaviour and AlignmentRAG and DataAgents and ToolsPlatform and Supply ChainGovernance and Risk

Planned

Planned

The following initiatives are planned alongside the ongoing research programme.

Image Generation

  • ComfyUI
  • Stable Diffusion
  • FLUX

Agentic AI

  • Tool use
  • Multi-step reasoning
  • Workflow orchestration
  • Multi-agent collaboration

Software Supply Chain Security

  • Software Bill of Materials (SBOM)
  • Dependency analysis
  • Supply chain intelligence

Vulnerability Intelligence

  • CVE ingestion
  • SBOM correlation
  • Vulnerability enrichment
  • AI-assisted triage

Home Assistant Integration

  • Controlled API exposure
  • Context-aware automations
  • Local AI decision support
  • Voice interaction
  • Privacy-preserving architecture

Looking Ahead

OMEGA Project is intentionally iterative. As research progresses, new questions emerge, technologies evolve, and priorities change. This roadmap is therefore a living document rather than a fixed delivery schedule.

The objective is not to implement technology for its own sake, but to understand how modern AI systems can be engineered, secured, governed, and integrated responsibly using sound engineering principles.