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Layer 4

⚙️ Remediation Intelligence

Graduated autonomy. Six guardrails. Kill switch.

What it does

This is the layer most SREs are skeptical of, and rightly so. Causum's remediation engine is designed around the assumption that trust is earned, not granted. New services and new actions start at Observe. Promotion is explicit. Auto-demotion on failure.

  • 🎚

    Observe by default

    New services start at Observe. Promotion is explicit. Auto-demotion on failure.

  • 🛡

    Six guardrails on every action

    Allowlist · confidence · blast radius · approval gate · pre/post checks · kill switch.

  • 📜

    Cryptographic audit trail

    Every action immutably chained. SIEM-streamable. Forever-queryable.

  • Kill switch always visible

    Tenant-wide halt one click away. Always rendered, regardless of autonomy level.

Customer-owned. Every artifact this layer produces is yours to keep, regardless of whether the engagement continues to the next phase.

Want to see Remediation Intelligence on your codebase?

Phase 1 starts with a free fit assessment. We'll show you what Causum surfaces from your repo before you commit to anything.