DATA PRODUCTS

Explore Data Products

Data Product Definition

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. Organizations can also gain immediate insights by joining existing data products, with ownership shared fairly among all contributors.

Data Products Landscape

Strategic HRSkillsLabour ShortageESG
HR AcceleratorsDE&IAI Agents in HRPsychological Safety
HR LifecycleRecruitingSales PerformanceRetention / 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.

Data Product Phases

1 Explore

How it works - Part 1

SEEDING

Identification of data product ideas and potential collaboration partners.

2 Experiment

How it works - Part 1

PROTOTYPING

Refinement of Data Product based on feedback and results.

3 Execute

How it works - Part 1

SCALING

Final Data Product ready for use by the community.

Case Study

This Psychological Safety Dashboard provides a clear, data-driven view into organizational wellbeing. The first visual summarizes key wellbeing KPIs and enables benchmarking against other organizations through Tapir’s privacy-preserving data sharing.

The second dashboard segment offers predictive insights into wellbeing risks for specific groups, using a decision tree and Sankey diagram powered by a federated machine learning model. The final view highlights advanced summarization and AI-driven recommendations to support targeted, actionable improvements.

These three dashboard pages are illustrative examples of what a data product powered by Tapir can offer—they do not reflect real results. To benefit from Tapir’s unique and advanced capabilities, don’t hesitate to get in touch.

Contact Paul for Details