Enterprise AI Middle Platform Solution
5 layersCapability layersUsable standalone · Combined into a closed loop
50+Gateway models
Microsecond-levelKova recoveryWAL resume from checkpoint
10 weeksRollout pathReference
Architecture
Five-Layer Closed Loop
Top-down — each layer is usable on its own, and combining them closes the loop for greater value.
graph TB; App[Business Application Layer<br/>Customer support · Knowledge base · Reporting · Developer tools] --> Lumen[Lumen Observability<br/>Trace / Replay / Cost]; Lumen --> Kova[Kova Agent Execution Engine<br/>WAL / Checkpoint]; Kova --> MemX[MemX Smart Memory<br/>Distill / Dedup / Decay / Retrieve]; MemX --> API[Lurus API Unified Gateway<br/>50+ models / Metering / Rate limiting]; API --> Auth[Lurus Auth Unified Identity<br/>SSO · MFA · OIDC · Federation]Lumen — Observability
Trace / Replay / Cost.
Kova — Agent Execution Engine
WAL / Checkpoint, resume from checkpoint after a crash.
MemX — Smart Memory
Distill / Dedup / Decay / Retrieve.
Lurus API — Unified LLM Gateway
50+ models / Metering / Rate limiting.
Lurus Auth — Unified Identity
SSO · MFA · OIDC · Federation.
Value Comparison
Standalone Out-of-the-Box vs. Five-Layer Synergy
| Dimension | Standalone use | Five-layer synergy |
|---|---|---|
| Identity | Implemented per app | SSO once |
| Cost tracking | On your own | Lumen + API auto-correlation |
| Crash recovery | Added manually | Kova WAL fallback |
| Knowledge capture | Scattered | Unified distillation by MemX |
| Compliance | Evaluated one by one | One compliance posture covers all |
Delivery
Typical Delivery
| Form | Description | Timeline |
|---|---|---|
| SaaS | Ready to use immediately | 0 |
| On-premise | Image deployed to the enterprise K8s | 2-4 weeks |
| Managed operations | Lurus on call, enterprise intranet | Negotiated |
Roadmap
Reference Rollout Path
A phased 10-week onboarding, delivering one layer every two weeks, each independently verifiable.
- W1-2: Connect Lurus API to replace your existing LLM calls
- W3-4: Connect Auth to implement SSO
- W5-6: Use MemX to capture business knowledge
- W7-8: Migrate core Agents to Kova
- W9-10: Wire up Lumen observability across the full pipeline