Solutions / Data warehouse
Experimentation that lives in your warehouse.
Assignment data, exposure logs and events write directly to BigQuery, Snowflake, Databricks or Redshift. Your data stays in your infrastructure, governed by your policies.
Your warehouse stays the source of truth
Confidence never stores your raw user-level data. Your data stays in your infrastructure.
Data residency
Your data stays in the region and infrastructure you control.
No vendor dependency
If you leave Confidence, your data is already in your warehouse.
Cost predictability
No per-event billing that scales unpredictably with traffic.
Existing investments
Works with the warehouse, BI tools, and ML pipelines you already have.
Built for data teams
Materialized segments
Load a segment from a SQL query against your warehouse, so your churned-users table becomes a targeting rule.
Guardrail metrics
Guardrails catch regressions automatically, before a change reaches everyone.
SRM checks
Sample ratio mismatch checks validate traffic splits.
Sequential testing
Always-valid sequential testing lets you make decisions early without inflating false positive rates.
Plans for your warehouse
Bring your own warehouse on Growth or Enterprise.
Growth
For product teams that
experiment every week
$449/ mo
750,000 credits / moIdeal for:
- Many teams testing at once
- SAML SSO and longer audit logs
- AI reports and learnings
- Everything in Starter, and:
- Up to 15 surfaces
- AI-powered reports & reviews
- SAML SSO (Okta, Entra ID)
- Sticky assignments
- Materialized segments
- Insights with Learnings
- Audit logs — 6 months
- Priority support
Enterprise
For organizations running
experimentation at scale
Custom
Tailored credit volumeIdeal for:
- Over 2.5M credits a month
- SCIM, RBAC, SOC 2 and SLA
- Hands-on migration help
- Everything in Growth, and:
- Unlimited surfaces
- SCIM user provisioning
- Role-based access control
- SOC 2 Type I compliant
- SLA-backed uptime
- Dedicated Customer Success Engineer
- Direct Slack access to engineers
- Migration & onboarding support
- Audit logs — custom retention
- Volume-based credit pricing
Included on every plan, even Free
- Confidence Cloud warehouse
- Confidence Agent
- Unlimited feature flags
- Unlimited seats
- EU or US hosting
- Exploratory analysis
- Session recording capture & replay
- Email & in-product support
Get Started