Indian 2-Wheeler EV Ecosystem Analysis

From EV Job Cards to Root Cause

See how common 2W EV rider concerns connect to possible technical and service issues. Select a voice to follow its flow.

A quick way to explore the relationship between the problems riders describe and the causes teams may need to investigate.

10Voice themes
15Root problem categories
10,000+EV job cards analyzed

Trace the service story

Follow a customer voice into connected root problem categories. Select any category to trace back.

Choose a voice theme · tap a node or chip to trace
01 Voice theme02 Mapped connection03 Root problemSelect a node to focus the map
Flow shades follow voice themeRoot problem categoryFlow width = normalized relationship weight

Showing all 10 customer voice themes.

Root Cause Spotlight

Normalization & Methodology

Evidence Status: Based on analysis of 10,000+ EV job cards.

Normalization Rule: For comparison, the map assigns normalized relationship weights across 10 recurring voice themes and 15 root problem categories. These weights summarize mapped connections; they are not job-card counts or failure rates.

Analysis basis: More than 10,000 EV job cards were reviewed to group recurring customer concerns and associated technical, service and operational root problem categories.

YOUR NEXT STEP

Turn insight into action

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