Product analytics for SaaS
MRR, churn, NRR, cohort retention, feature adoption, and PLG funnels — all pre-modeled. Works with Stripe, Segment, and your warehouse out of the box.
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Solutions
Templates and tooling for every team in your company
Skip the blank canvas. Every solution ships with pre-built dashboards, metric definitions, and connectors tuned for your industry.
Retail & D2C analytics
Track LTV, CAC, RFM cohorts, and SKU profitability. Pre-built Shopify, Amazon, GA4, and ad-platform connectors get you live in an afternoon.
Explore templateFP&A and finance ops
Automated close reporting, budget vs. actual, scenario modeling, and cash forecasting. Audit-ready controls and full activity trails for the CFO.
Explore templateHealthcare & life sciences
Privacy-first analytics for clinical operations, patient flow, claims, and outcomes. Sensitive-data tokenization and configurable access controls included.
Explore templateMarketing & growth
Multi-touch attribution, paid channel ROAS, cohort LTV by acquisition source, and campaign spend pacing. Connects to every ad platform.
Explore templateOps & supply chain
Inventory turns, on-time delivery, throughput, downtime tracking, and root-cause analysis. Real-time alerts for SLA breaches.
Explore templatePeople & HR analytics
Headcount planning, attrition risk, DEI metrics, and comp-band benchmarking. Privacy-first by design with role-based access.
Explore templateCustomer health & CS
Health scoring, expansion signals, support ticket trends, and renewal forecasting. Integrates with HubSpot, Zendesk, Intercom, and Salesforce.
Explore templateEmbedded analytics for SaaS
Drop white-labeled, multi-tenant dashboards into your own product in days, not quarters. Per-tenant data isolation with row-level security.
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Case study
How Northwind shipped a company-wide BI rollout in 30 days
"We had three legacy tools, four conflicting definitions of revenue, and a board meeting in a month. Sudden Data's metric layer made it possible to consolidate everything and get exec dashboards live in time."
- 3 → 1 BI tools consolidated
- 30 days from kickoff to company-wide rollout
- $420K saved in tool licenses, year one
- 4× faster weekly business reviews
Don't see your industry?
We've worked with 12,000+ teams across logistics, gaming, real estate, education, and dozens more. Tell us your stack — we'll show you a working dashboard in 48 hours.