RavenOperational Decision Runtime

Cloud / AI Finding 005

SRE, FinOps and governance need one decision packet

Separate tools create separate truths.

Audience executive_board, cto, ciso Dataset reference tenant Window 30 days Boundary no customer data

Why this matters

PainSeparate tools create separate truths.
Decision exposureThe question is not whether a dashboard can show a signal. The question is whether the organization can decide while the decision still matters.
Raven / Mira angleRaven and Mira show one approved packet.

Reference evidence

Observation base1 248 000 synthetic observations across 30 days.
Candidate windows74 candidate decision windows; median candidate window 16 minutes; longest modelled window 23 minutes.
Evidence directionUse decision packet sequence and governance boundary.

What remains unproven

Customer fitA real customer result requires approved customer records, SLO language, team structure and cost assumptions.
ROIFinancial values remain MODEL or ESTIMATE until the customer validates business assumptions.
ExecutionRaven does not execute cloud action automatically. Human approval remains final.

Next step

Cloud/AI material is public-safe: no customer data, no prompt content, no provider sensitive credentials, no live write. Human approval remains final. Back to Research Library