Enterprise tier includes a 20% savings share — we only earn more when you save more. If your warehouse bill was $50K/mo and drops to $15K/mo with HatiData, we share 20% of the $35K savings ($7K) on top of the platform fee. Our incentives are permanently aligned with your cost reduction.

One compute credit = one unit of query processing time. Unlike legacy cloud warehouses, we don't mark up raw AWS costs 200-300%. Our credits reflect actual compute usage with a thin orchestration margin.

Yes. Upgrade anytime. Your Iceberg tables are yours — they don't change between tiers.

We offer a 14-day Shadow Mode pilot. If we're not at least 50% cheaper on your actual workloads, you pay nothing. Zero risk.

Yes. HatiData speaks PostgreSQL wire protocol. Any BI tool that connects to Postgres works out of the box.

In your AWS account. In your VPC. In your S3 buckets. Encrypted with your KMS keys. We never see your data.

SOC 2 Type I is in progress. Type II observation begins at Day 120. In the meantime, our In-VPC architecture means YOUR existing SOC 2 controls cover the data plane — we only operate the control plane.

Yes. pip install dbt-hatidata, update your profiles.yml, run dbt build. Our AI transpiler handles SQL dialect differences automatically.

You're charged for actual compute time, measured per second. A 3-second query costs 3 seconds of compute. No 60-second minimum. No rounding up.

Run pip install hatidata-audit locally. The script connects read-only to your QUERY_HISTORY and generates a waste report showing exactly how much you lose to minimum billing. Zero data leaves your machine.