The AI control plane for self-improving platforms.
The Eye connects to your platforms through MCP, observes behaviour, diagnoses issues, benchmarks intelligence, proposes improvements, and executes approved actions with full auditability.
The core loop
Read → Diagnose → Suggest → Approve → Execute → Verify → Remember → Repeat.
- Step 1Observe
- Step 2Diagnose
- Step 3Plan
- Step 4Approve
- Step 5Execute
- Step 6Verify
- Step 7Remember
MCP-powered control
Every connected platform exposes tools through MCP. The Eye inspects and acts on them under explicit permission levels.
Diagnose before deploying
Observations become root-cause hypotheses with evidence and confidence — not just alerts.
Rollback as a requirement
Every action plan ships with a rollback. The executor refuses to run plans without one.
Approval centre
High-impact actions wait for human approval by default. Autonomy is earned, not granted.
Memory that compounds
The Eye remembers what worked, what failed, and why — and refuses to repeat recorded mistakes.
Agent command centre
A team of specialised agents — orchestrator, platform managers, analyst, safety — rather than one giant model.
Works with
Designed for the AGI infrastructure loop. Connect to InfraModels for model power, Relational Bench for intelligence evaluation, and any platform exposing MCP.
Human-controlled autonomy
The Eye starts in read + suggest mode. It earns safe execution. Production autonomy comes only after proven reliability — strict scope, budget caps, rollback, monitoring, and a kill switch you control.