Analyze
Depth — where the money actually goes, why it moved, what it buys in business terms, and what it will cost next quarter.
Where Operate answers what to do today, Analyze answers where the money actually goes, why it moved, what it buys, and what it will cost next quarter.
Thirteen top-level modules sit here. Two of them contain sub-modules: Cost Center has seven, and Vendor Hub has eleven.
Start with Intelligence
Intelligence is the analytical core. Most other Analyze modules are presentation layers over data it produces. If you are wondering where a number came from, it usually came from there.
The thirteen modules
Analysis and reporting
Intelligence
The analytical core — telemetry ingestion, waste scanning, commitment negotiation, forecasting, regression attribution, and finance reporting.
Cost Center
The consolidated cost analysis workspace. Seven analytical lenses over one normalised ledger.
Reports
Report generation and export across executive, FinOps, operations, and unit economics audiences, with scheduled delivery.
Predictive Analytics
Forecasting with two competing models, honest error metrics, risk scenarios, and change-impact simulation.
Business value and maturity
Unit Economics
Cost per active user, per API request, per order, per inference. The metric that separates growth from inefficiency.
FinOps Maturity
An objective score across eight weighted dimensions, computed from measured state rather than a questionnaire.
Service-layer deep dives
Database Health
Deep operational monitoring for managed databases — connections, storage, latency, replication lag, and query performance.
Kubernetes
Container cost allocation down to namespace, deployment, and team level, with rightsizing from measured utilisation.
API Monitoring
The invoice's view of the API layer — including the cost of requests that failed.
Planning and commercial
Cloud Playground
Scenario modelling for multi-cloud architecture, priced against live provider pricing with full provenance.
Deploy & Migration
Repository-to-cloud deployment planning, cross-cloud path comparison, and blueprint generation.
Vendor Hub
A full third-party vendor management system — portfolio, contracts, renewals, risk, and workflow.
Cloud Billing
Partner and reseller billing operations — invoices, pass-through discounts, payments, and disputes.
CI/CD Control Tower
A cost-aware DevOps command centre joining pipelines, deployments, and pull-request risk to their cost consequences.
Intelligence
The analytical core of the platform — telemetry ingestion, waste scanning, commitment negotiation, forecasting, regression attribution, and finance reporting.