Cloud cost intelligence built for finance teams.
Multi-cloud spend, anomaly detection with confidence intervals, and Monte-Carlo commitment optimization with risk bands — engineered for audit-grade math, not dashboards.
Four jobs. One platform.
Allocate every dollar — including the ones nobody owns.
Versioned tag-based allocation rules with replay. Untagged-fallback splits, shared-cost pools, hierarchical chargeback. Every allocation traces back to the rule that fired.
Cost projections with confidence bands, not fortune-telling.
Holt-Winters exponential smoothing with auto-detected seasonality. Empirical 90% CI from in-sample residuals. Per-resource forecasting with breach-detection.
Recommendations with downside protection, not gambles.
Monte-Carlo commitment optimizer returns P10/P50/P90 with risk-of-loss for every Reserved Instance and Savings Plan suggestion. Idle / zombie / right-size detectors continuously.
Audit-ready math your CFO can sign with confidence.
Hash-chained audit log. Postgres triggers reject UPDATE/DELETE. Decimal-exact money arithmetic end-to-end. SCIM, SAML, OIDC. Per-org row-level security.
Real algorithms. Real audit trails.
IsolationForest + 14-day rolling baseline catches what z-score misses.
- 200-estimator ensemble trained on cost ratios, day-of-week, and pct-change features
- Severity tiering matches how finance teams actually triage
- Causal attribution links spikes to your CI/CD events within ±6 hours
Monte-Carlo gives you P10 savings, not point estimates.
- Bootstrap-resamples 14+ days of hourly demand across 5 commitment sizes
- Returns risk-of-loss probability — recommends only when P10 ≥ 0
- Per-provider pricing tables (AWS, Azure, GCP) embedded and versioned
Largest-remainder method splits costs to the cent — replayable.
- Hamilton's method distributes the residual penny fairly across cost-centers
- Versioned rule sets — every run snapshots its rules for replay
- Two-pass design handles split_by_tag_value + spread_to_descendants
Scoped to your deployment. Not a tier sheet.
Every account is scoped to your cloud spend, deployment shape, and audit requirements. We'll walk you through what fits in a 30-minute call.
- Multi-cloud FOCUS 1.0 data ingestion
- Anomaly detection with confidence intervals
- Forecasting with Monte-Carlo budget bands
- Commitment optimization (RIs, SPs, CUDs)
- Allocation engine with replay + audit trail
- SAML SSO + SCIM provisioning
- Hash-chained audit log
- BYOK encryption for sensitive credentials
Stop guessing what your cloud costs. Start measuring it.
Connect your cloud accounts in 10 minutes. See your first anomalies, allocations, and savings opportunities by lunch.