Know the bill before it arrives
Most teams discover an overrun weeks later, when the invoice lands and the money is gone. Near-real-time ingestion across AWS, Azure, and GCP shows committed and projected spend daily, so overruns get caught while they're still fixable.
Every dollar has an owner
Untagged, unattributed spend makes accountability impossible and shared-service costs a running argument. Automated allocation rules and showback reporting assign cost to teams, products, and environments — including the shared tier.
Anomalies surface in hours, not cycles
A misconfigured job or a runaway autoscaler can burn a quarter's savings quietly. Baseline-aware anomaly detection alerts the owning team in their own channel, with the resource, the delta, and the likely cause attached.
Optimisation you can actually action
Generic 'rightsize this' lists get ignored because nobody trusts the blast radius. Recommendations come ranked by annualised saving with usage evidence, risk notes, and commitment-coverage modelling for reservations and savings plans.
Engineering and finance on one number
Finance forecasts in spreadsheets while engineering reads consoles, and the two never reconcile. Shared dashboards, budgets, and unit-economics metrics — cost per customer, per transaction, per environment — end the reconciliation loop.