Field Intelligence for India's EV ecosystem.

SpidoAI monitors public signals across owner communities, review platforms, and open data sources, publishing monthly intelligence reports that help EV OEMs, Suppliers, Investors and Insurers understand what is happening in the field right now.

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Field intelligence for India's EV ecosystem - Connected vehicle signals and data
WHY FIELD INTELLIGENCE MATTERS

The Indian EV ecosystem is moving fast. The intelligence to navigate it is not keeping up.

India's EV market has grown 14x since 2020. Sales registration data only tells you what sold, not what is failing in the field.

Financial reports and warranty data tell you what went wrong. Weeks or months after the signal was already visible in public data.

Owner communities, service centre reviews, and social platforms generate thousands of field signals every month. Nobody is reading them systematically.

A quality engineer can act on a complaint spike in week 4. An investor can flag a governance risk before the quarterly board meeting. The intelligence exists. SpidoAI organises it.

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Field Failure and Quality Signals

We track which components are generating complaints, in which geographies, and how patterns evolve month on month.

Competitive Brand Intelligence

Which EV brands are gaining owner trust and which are accumulating complaints? Monthly reports track brand perception and competitive positioning across all leading Indian EV brands simultaneously.

Supplier and Component Risk Signals

Component-level quality issues and supplier risk signals appear in public field data long before they reach incoming inspection. We track cross-brand complaint patterns across the EV ecosystem.

OUR INTELLIGENCE PRODUCTS

Three ways to access EV field intelligence

ECOSYSTEM WIDE Monthly

EV Field Intelligence Report

Industry-wide field signals across all leading Indian EV brands, complaint categories, acceleration trends, and competitive positioning in one monthly report.

WHAT YOU GET
  • All leading Indian EV OEM brands covered
  • Five complaint categories tracked with acceleration status
  • Month-on-month signal trend comparison
  • PDF report delivered on the 5th of each month
  • 30-minute monthly briefing call
Best for

Investors · Insurers · Charging networks · Suppliers tracking the market

BRAND SPECIFIC One-Time

Field Intelligence Audit

12 months of historical field signal analysis for your brand. The complete picture of how complaints evolved, which categories peaked, and where risks are concentrated right now.

WHAT YOU GET
  • 12 months historical field signal data for your brand
  • Cross-model pattern identification across your lineup
  • Geographic complaint concentration by city and state
  • Competitive brand comparison over the same window
  • 1 month live monitoring included
  • Strategic briefing call on findings
Best for

OEM quality teams · Tier 1 suppliers · Insurance underwriters · Pre-investment due diligence

BRAND SPECIFIC Monthly

Field Intelligence Monitor

Rolling monthly field intelligence for your brand. Every report shows what is new, persisting, or resolving, with one quarter of prior context built in from day one.

WHAT YOU GET
  • Baseline report with standard lookback period included
  • Ongoing live monthly reports
  • Cross-model pattern tracking in every delivery
  • 30-minute briefing call every month
  • Alert email between reports for significant signal changes
Best for

OEM quality teams · Tier 1 suppliers · Investors monitoring portfolio brands monthly

Not sure which fits your need?

Most clients start with the EV Field Intelligence Report or a Field Intelligence Audit. We will recommend the right starting point on a discovery call.

Book a Discovery Call →
WHO WE SERVE

Who can benefit from SpidoAI intelligence

EV OEMs and Tier 1 Suppliers

EV OEMs and Tier 1 Suppliers

  • Early warning on field failures before internal systems detect a pattern
  • Cross-brand component complaint patterns across the EV ecosystem
  • Service network performance signals by city and region
  • Competitive brand perception tracked month on month
EV Insurance Companies

EV Insurance Companies

  • Field signal data on battery failures and charging incidents for risk pricing
  • Geographic complaint concentration to build location-level risk factors
  • Brand-specific risk adjustment signals from observed field data
  • Service network availability signals that predict claims severity
EV Investors and Private Equity

EV Investors and Private Equity

  • Portfolio monitoring beyond quarterly management reports
  • Pre-investment due diligence using field signal data on target brands
  • Quality deterioration signals before they affect portfolio valuation
  • Competitive position of portfolio brands tracked month on month
ADDITIONALLY

AI Advisory and Development

For organisations that want to go beyond published reports ‐ we build AI systems on your internal operational data, including agentic AI pipelines, to create a complete field intelligence picture from both public signals and your own internal data.

  • Warranty and failure pattern intelligence on internal data
  • Supplier risk scoring and predictive quality models
  • Agentic AI systems for autonomous signal monitoring
Talk to Us
Why SpidoAI exists

Built by Practitioners

Rohit Mande - Founder SpidoAI
12+ Years in AI
Rohit Mande Founder, SpidoAI

“The real signals, what customers were actually experiencing in the field, were already visible in public data weeks before they showed up in internal systems. Nobody was reading them.”

SpidoAI was built to close that gap, for every participant in India's EV ecosystem. We are a focused team of AI practitioners with deep domain experience in automotive and EV, delivering monthly intelligence that the right person can act on.

12+ Years automotive AI
100k+ Field signals in live pipeline
5+ Leading EV brands monitored
Pune India-based team
12+ Years in AI

Career in AI

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Founder, INTTRVU.AI

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Chief Data Scientist, Barclays

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Senior Data Scientist, Cummins

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Data Scientist, AGT International

AI on image and CCTV video data

Get in Touch

Request a sample intelligence report.

Whether you are an EV OEM, a supplier, an investor, or an insurer: we will share a relevant sample report and walk you through what SpidoAI monitors for your segment. No commitment required. We respond within one business day.

Free sample report relevant to your segment

30-minute introduction call at no obligation

Response within one business day

No platform login or commitment required

Prefer to write directly
Email demo@spidoai.com
Location Pune, Maharashtra, India