IDC PeerScape Figure

Executive Summary

Peer Insights

Practice 1: Prioritize Business Problems and Data Readiness over Data Science

Challenge

Example

Ascendas-Singbridge Group

Guidance

Practice 2: Build a Foundation of Curated Time Series Data Assets and Periodically Reevaluate

Challenge

Examples

Clobotics (China)

Rokt (Singapore and Australia--)

Guidance

Practice 3: Increase Prediction Relevancy by Limiting Forecast Horizons and Addressing Data Decay

Challenge

Examples

Noviscient (Singapore)

Clobotics (China)

Guidance

Practice 4: Pair Domain Experts Work with Data Scientists to Drive Feature Engineering

Challenge

Example

Noviscient (Singapore)

Guidance

Practice 5: Develop Processes to Improve Model Transparency

Challenge

Example

Noviscient (Singapore)

Guidance