Wave 14 · Data, Reporting & FinOps Operations Snowflake / FinOps / warehouse-cost proof Synthetic account, warehouse, and workload exports

Snowflake cost posture, query hotspots, and optimization packets that stay operator-readable.

This control plane turns raw Snowflake usage exports into one FinOps surface: warehouse spikes, idle compute, query hotspots, tag-coverage gaps, storage bloat, telemetry drift, and the remediation packets needed before forecast, chargeback, or optimization windows slip.

Overview Warehouse Lane Query Risks Optimization Posture Verification Docs

Commercial Front Door

Snowflake cost governance and warehouse optimization operations for platform, finance, and analytics teams.
Audit-safe visibility into warehouse spikes, query hotspots, telemetry gaps, and tag hygiene without exposing live credentials.

Proof Layer

Offline analyzer + CLI + dashboard surface.
This repo includes a reusable analyzer that reads warehouse-cost snapshots and drift exports and turns them into severity, owner, and optimization packets.

Why it matters

Recruiters looking for Snowflake / FinOps / data platform should see real warehouse-cost work: compute containment, hotspot tuning, chargeback hygiene, and telemetry continuity.

Operator Snapshot

warehouses · query-cost · tagging · telemetry

snapshots

Synthetic account and warehouse snapshots feeding the governance lane.

current snapshots

Snapshots still fresh enough to trust for cost-governance decisions.

drifts

Open packets across warehouse efficiency, query hotspots, storage, tagging, and telemetry.

warehouse spikes

Compute spikes and idle-cost windows already pressuring the monthly runway.

tag coverage gaps

Attribution drift weakening chargeback and owner trust.

optimization escalations

Packets still needing owner action before posture can be called healthy.

Why operators care

finops proof · recruiter signal

containment first

Route the warehouse issue before forecast trust slips

Contain the warehouse spike, trim idle compute, tune the hotspot query, restore telemetry, and backfill tagging before calling Snowflake cost posture healthy.

owner evidence

Turn usage exports into operator proof

Every lane stays tied to owner, drift family, resource, scope, and the next concrete optimization move.

recruiter signal

Show real Snowflake FinOps depth

This is real warehouse-cost and optimization proof, not generic data-platform copy.