Embedded Analytics That Make Your SaaS Product Indispensable
SaaS products that give users insight into their own data have dramatically higher retention. We build embedded analytics, custom reports, and data export capabilities that turn your platform into the single source of truth your customers cannot live without.
higher retention for SaaS products that embed analytics into the user experience versus those that do not, because analytics creates switching costs
Product Analytics Benchmarks, Amplitude
Data Analytics & Reporting
What's Included
Everything you get with our Data Analytics & Reporting
Embedded Analytics Dashboards
Interactive dashboards within your product showing key metrics, trends, and comparisons relevant to each user's data, rendered with real-time or near-real-time data
Custom Report Builder
User-configurable reports with dimension selection, date ranges, filters, and visualization types that users can save, schedule, and share with their team
Data Export and API Access
CSV, Excel, and PDF export for reports, plus API endpoints that let users pull their analytics data into their own tools and workflows
Our Data Analytics Development Process
Analytics Requirements and Data Modeling
We identify the metrics, dimensions, and insights that matter most to your users. We map these to your existing data model and design the aggregation pipelines, pre-computed tables, and query patterns that power fast analytics.
Dashboard and Visualization Development
We build interactive dashboards with charts, tables, and KPI widgets that render quickly on any dataset size. Visualizations are responsive, accessible, and designed for clarity over decoration.
Report Builder and Export
We build the custom report builder with dimension selection, date range pickers, filters, and multiple visualization types. Users can save reports, schedule automated delivery, and export in CSV, Excel, or PDF formats.
Performance Optimization and Launch
We optimize query performance for large datasets using materialized views, background aggregation, and smart caching. Dashboards load in under 2 seconds even for users with months of historical data.
Key Benefits
Higher retention through data dependency
When your users rely on your analytics for business decisions, your platform becomes indispensable. Amplitude research shows 3x higher retention for users who engage with analytics features. The data and reports they create in your platform cannot be easily replicated elsewhere.
Plan upgrade driver
Advanced analytics is a natural premium feature. Limit basic plans to standard dashboards and offer custom reports, data export, and API access on higher tiers. OpenView Partners found that analytics is the second most common upgrade trigger in B2B SaaS after usage limits.
Customer insights that improve your product
Aggregated analytics across your user base give you visibility into feature adoption, usage patterns, and engagement trends. This data informs your product roadmap, pricing decisions, and customer success strategies.
Research & Evidence
Backed by industry research and proven results
Product Benchmarks Report
Users who engage with analytics features have 3x higher retention and 2x higher expansion revenue, making embedded analytics one of the strongest drivers of SaaS net revenue retention
Amplitude (2023)
SaaS Pricing and Monetization
Analytics and reporting features are the second most common driver of plan upgrades in B2B SaaS, trailing only usage limits
OpenView Partners (2022)
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Make Your SaaS Product the Source of Truth Your Customers Cannot Leave
Tell us what data your users care about most. We will design the analytics experience that drives retention and upgrades.
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