1

Digitize business operations and faithfully represent events sequences with data topology

• Map operational workflow to data series

• Connect data series based on business logic, upon which data topology is constructed

Diagnose end-to-end process to pin down pain points and root causes

2

Diagnose end-to-end process to expose pain points and trace their root causes

• Identify pain points and trace respective root causes along the Origination-Destination (OD) path retrospectively

3

Identify most effective performance lever to optimize intervention strategy

• What-if? Perform sensitivity analysis to quantify the causal effects

• Solve for optimal intervention strategy

4

Implement digital blueprint and integrate solutions with existing systems

• Architect solutions to integrate with existing systems

• Implement technical solutions in minimum invasive manner