Data Products on Tapir
- are analytical solutions that provide AI-driven insights across key HR domains such as strategic HR, skills, retention/attrition, and more.
- are often co-created and transform cross-organizational data into usable dashboards and predictive tools
- provide a new level of insights which can have a real world impact on your business KPIs such as productivity, retention, resilience and others

Data Products Landscape
Tapir supports Data Products across nine HR domains, from strategic HR to HR accelerators and the full HR lifecycle. These products are co-created by community members during exploration and experimentation phases.
| Strategic HR | Skills | Labour Shortage | ESG |
| HR Accelerators | DE&I | AI Agents in HR | Wellbeing |
| HR Lifecycle | Recruiting | Sales Performance | Retention / Attrition |
Current projects of the Tapir Community

From Ideas to Data Products
Data Products are co-created in the Tapir community over two phases (1) Explore and (2) Experiment before they become generally available in the last phase (3) Execute. The first step in the exploration phase of new Data Products is a seed workshop. We regularly conduct them on different topics.

