In-house work · HR technology (SaaS)
Org Hub & Team Hub Analytics Dashboards
Gave executives and managers one view of engagement, meeting health and OKRs, unifying 10+ data sources with AI-generated insights.
- Built by
- Our head engineer, in-house at an HR software company
- Industry
- HR technology (SaaS)
- Timeline
- 3 months
- Year
- 2025
- Platforms
- Web

Results at a glance
Executive-level visibility into engagement metrics, eNPS, and meeting health across the entire organization
Dashboard performance with parallel data fetching, memoization strategies, and skeleton loading
Launched AI-powered Company Pulse insights with regeneration and user rating feedback system
The challenge
- Aggregating data from 10+ API endpoints with different response formats into a unified interface
- Designing flexible lookback period systems supporting historical views with cached query keys
- Implementing AI-powered Company Pulse features with real-time generation status polling and user feedback loops
About the project
Architected and developed a suite of enterprise analytics dashboards from the ground up for a SaaS HR platform. The Org Hub provides C-suite executives with organization-wide visibility across 10+ data domains, while the Team Hub gives managers focused insights into their direct reports. The dashboards feature interactive data visualizations, AI-powered Company Pulse insights with real-time generation status polling, and objective and meeting health tracking. Built with a modular, scalable architecture enabling code reuse across both hub views.
What was delivered
Scope
- Dashboard architecture
- Data visualization
- AI insights UI
- API integration
- Performance
- Feature flags
Our approach
Custom React hooks for data fetching, caching, and state synchronization for predictable cache invalidation
Interactive data visualizations including area charts, radial gauge charts for health scores, and doughnut charts for OKR distribution
A modular Compound Component architecture enabling code reuse across hub views
Inside the project
Select a screenshot to view it full size.
Organization-wide OKR and insight panels
Team Hub: the manager's view of their direct reports
The outcome
- Executive-level visibility into engagement metrics, eNPS, and meeting health across the entire organization
- Dashboard performance with parallel data fetching, memoization strategies, and skeleton loading
- Launched AI-powered Company Pulse insights with regeneration and user rating feedback system
Built with
React
TypeScript
TanStack Query
- Recharts
- Emotion CSS-in-JS
- Context API
- REST API
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