Datadog is built to observe and alert on infrastructure after something already happened. It has no concept of authorizing an individual AI agent action before it executes. RaksHex governs the action itself — evaluating and enforcing a decision at call time.
| FEATURE | DATADOG | RaksHex |
|---|---|---|
| Enforcement vs Observability | Alerts after the fact | Blocks the action before it executes |
| Semantic Action Authorization | Not available | Evaluates each agent action against delegated authority |
| Delegated Authority Model | No authority/attenuation concept | Parent-to-child attenuation, enforced in code |
| Credential Mediation | Not available | Fail-closed broker; DENY blocks the credential itself |
| Policy Engine | Custom alerting rules, not authorization | Priority-ordered rules evaluated per action |
| MCP-Aware Monitoring | No MCP-specific tooling | Adversarial-intent scanning on MCP tool calls |
| Auditable Decision Trail | General-purpose log retention | Hash-chained, tamper-evident Action Ledger |
| Infrastructure APM / Host Monitoring | Comprehensive | Not the primary focus |
| Compliance Evidence | General log collection | SOC 2 audit in progress; ledger exportable as evidence |