FOCUS 1.2+ · AWS + Azure · G0-G8 Quality Gates · 4-Way Validation

End-to-End FinOps Cost Optimization

FOCUS 1.2+ compliant cost management across AWS and Azure. Persona reports for CFO, CTO, and CloudOps Engineers. G0-G8 quality gates with 4-way cross-validation before any spend claim.

pip install runbooks FinOps Golden Path

FinOps Pipeline Stages

Collect → Normalize → Validate → Report → Optimize — fully automated with READONLY profiles

Multi-Cloud Access Profiles

READONLY-only profiles. Providing a profile is pre-authorization — no HITL confirmation required.

☁️

AWS

Billing ReadOnlyCost Explorer, payer account consolidated billing

Management ReadOnlyOrganization-wide resource inventory

Operations ReadOnlyAccount-level resource describe/list

Profiles provided via env vars — autonomous READONLY execution, no HITL confirmation required.

🔷

Azure

Subscription IDPrimary subscription billing and resource queries

Tenant IDAzure AD authentication, cross-subscription access

EA EnrollmentEnterprise Agreement billing CSV (portal SSOT)

Portal CSV is billing SSOT — not API. RBAC-inaccessible subscriptions documented with gap caveat.

FinOps Command Library

Eight commands covering the full multi-cloud cost management lifecycle

Command

Cloud

Purpose

/finops:aws-monthlyAWSFOCUS 1.2+ monthly cost report with CFO/CTO/CloudOps persona modes

/finops:azure-monthlyAzureAzure Billing EA monthly summary, subscription-level breakdown

/finops:reportBothUnified multi-cloud cost report — normalized, FOCUS 1.2+ compliant

/finops:analyzeBothCost trend analysis, anomaly detection, service-level attribution

/finops:azure-anomaly-detectAzureML-powered Azure cost anomaly detection, spike root cause

/finops:azure-rightsizingAzureAzure VM SKU rightsizing recommendations with savings estimate

/finops:azure-validateAzure4-way Azure cost validation — API vs Portal vs EA CSV vs MCP

/finops:decommission-inventoryAWSEC2/S3/RDS decommission signal analysis — E1-E7, S1-S7 scream test

FOCUS 1.2+ Quality Gates

G0-G8 gates ensure data accuracy before any cost claim reaches finance stakeholders

28 required FOCUS columns · 4-Way validation (API / CLI / MCP / Console) · 99.5% accuracy gate

Schema Valid

FOCUS 1.2+ column presence check

28 Columns

All required FOCUS fields populated

Currency Match

NZD/USD normalization applied

Cross-Validate

API vs CLI vs MCP vs Console

Persona Reports

CFO / CTO / CloudOps modes

Anomaly Scan

ML spike detection applied

Rightsizing

Savings estimate documented

HITL Approved

Finance sign-off on report

Audit Trail

Evidence in tmp/ + JIRA

Execution Engine + Dashboard

runbooks PyPI package provides the FinOps CLI engine. Vizro MCP generates dashboards.

runbooks (PyPI)

pip install runbooks — FinOps CLI: aws-monthly, azure-monthly, decommission-inventory, cert-inventory, vpc-analyze.

JIRA SPM (FinOps stories)

FO- prefixed stories for product FinOps features. Synced via stories.csv SSOT and /sync:jira-push.

JIRA OPS (FinOps tickets)

OPS- tickets for FinOps operational work — cost anomalies, rightsizing actions, decommission approvals.

Start Your FinOps Golden Path

From first cost report to enterprise-wide FOCUS 1.2+ compliance. Persona guides for CFO, CTO, and CloudOps Engineers.

FinOps Golden Path FinOps Pillar