Management
Consulting Expertise

Based on profound management consulting and turnaround experiences, constructed a vast library of standardized business performance analyses to cater diverse customer needs in the most efficient manner​.

ELT Technology for
Semi-Structured Data​

Built ELT technology to provide quick data analytics to top management without structuring or cleansing existing data, by designing standardized tag structure unique to business performance data, effectively extracting key attributes from semi- structured report formats, standardizing the extracted attributes, and utilizing structured data analytics​.

Data Onboarding Knowhow​

Modularized and standardized entire customer onboarding process from identifying required data, collecting existing reports and extracting relevant information, tagging to standardize the extracted data, building data models and constructing analytics to be shown to management, and visualizing the analyses on the app, to enable delivery of a customer only within 4-8 weeks with 1 FTE​.

Intuitive and Management
Friendly UX​

Most effectively visualizes complex management performance data and analytics by leveraging management consulting and B2C communication expertise, to enable senior top management to instantaneously capture key messages without assistance from additional data and business analysts​.