Step-by-step guides for database FinOps teams
Each guide is grounded in a real engagement and the QueryWise platform. Use them as the playbook for your own rollout.
Cost Visibility
Cost Attribution Foundations
Move from a single bucket of cloud spend to per-team, per-customer, per-pipeline attribution. The cleanest way to set up tags, allocation rules, and cost centers in QueryWise.
Chargeback and Showback
Designing chargeback that engineering will accept and finance can defend — cost centers, allocation methodology, and reporting cadence in QueryWise.
Workload Optimization
Query Optimization Playbook
How to find the queries that actually matter, read explain plans across vendors, and apply fixes from QueryWise's anti-pattern detectors and AI agent.
Right-Sizing and Auto-Suspend
Workload-aware right-sizing across Snowflake, Databricks, Redshift, Synapse, and the cloud DBs. How to find under-utilized compute and roll out changes without breaking SLAs.
Specialized Workloads
Pipeline Cost Control
Snowpipe, Glue, Dataflow, Data Factory, DLT, Databricks Jobs — how to find and fix the silent overspend in pipelines feeding your warehouses.
AI / LLM Cost Optimization
Caching, batching, model tiering, idle endpoint detection. The patterns that cut Bedrock, OpenAI, and Vertex AI bills — and the QueryWise detectors for each.
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