High-performance, AI-safe self-service analytics with a governed semantic layer and beautiful dashboards
Operations management platform for market research organizations
Stage
Not given
MVP
Founded
Not given
Not given
Based in
US
Not given
Pricing model
Freemium
Freemium
Pricing
Free: 1 Developer, 25 Users, 2 data sources per project. Team: 3 Developers, 50 Users, unlimited data sources per project. Enterprise: Custom developers and users. Free plan includes email support (3-day response), Team adds 24-hour response aim, Enterprise includes custom support.
Starter $99/month, Professional $249/month, Business $499/month, Enterprise custom pricing. All plans billed monthly with no long-term commitment. PanelRoster is in early access and requires joining the waitlist.
Key features
Beautiful-by-default dashboards with automatic layout and styling
Grain-safe automatic cross-domain blending that prevents double-counting
Federated smart OLAP routing for sub-second query response
Five measure types plus segments for flexible metrics
Agent builder with inherited row-level security
Row-level security and masking in the semantic model
Google Sheets add-on for data delivery
Scheduled reports and subscriptions
Semantic Layer as Code with YAML configuration
Dynamic Universes for open data model exploration
Live progress tracking per quota cell
Quality control with complete review history for every respondent
Recontact database for managing respondent history
Log respondents from any device
Verified professional profile building for interviewers
Advanced workflows and approvals
Comprehensive reporting and dashboards
Operational analytics and insights
What makes it different
Correctness by construction with grain-safe joins that refuse invalid combinations
Agent-native architecture where agents query the same semantic layer as humans
Federated OLAP routing for sub-second performance without warehouse overload
Open source semantic query engine (0sql) available under MIT license
Built at Netflix for enterprise-scale analytics
Unified platform for agencies, suppliers, and interviewers to coordinate
Real-time visibility across all project and quota cells without chasing updates
Free tools including Resolve for operational issue tracking and auditing
Strata
PanelRoster