AUTIQAAuto IQ · Autiqa publication
Analysis, research and practical guides for analysts, OEM teams, dealers and fleet operators. Understand the evidence, inspect the method, then use the relevant tool.
Analysis
Specific market questions, explicit reporting periods and business implications.
Treat regional markets as different combinations of infrastructure, demand and fuel adoption before extrapolating a national headline.
For Analysts · OEM strategy · Dealers
· Coverage: Research note
The Map Is the Market
Read the analysis →Read fuel mix with geographic coverage and total demand rather than interpreting a share shift in isolation.
For OEM strategy · Dealers · Analysts
CNG penetration in North India: a fuel mix story, not a green story
Read the analysis →Tool Guide
Required inputs, worked examples, actual tools and documented outputs.
Use the same distance, holding period and finance basis; inspect gross cost, resale-adjusted cost and sensitivity before presenting a comparison.
For Dealers · OEM commercial teams · Advisers
Compare ownership costs for a sales or advisory workflow
Read the practical guide →Compare costs per vehicle and per kilometre alongside fleet totals, and document the operating assumptions behind the result.
For Fleet operators · Advisers · OEM teams
Fleet cost analysis: utilisation, downtime and energy assumptions
Read the practical guide →White Paper
Deeper research, decision frameworks and transparent methodology.
Use bounded evidence, contributions, dependencies and alternative paths to make a market review more useful for a decision.
For Strategy · Analysts · OEM teams
· Coverage: Research note
Beyond the Point Forecast
Read the white paper →Frame utilisation, charging, finance and resale as explicit assumptions that can be tested in a fleet scenario.
For Fleet operators · OEM teams · Advisers
EV total-cost parity: a white paper framework for fleet buyers
Read the white paper →Use the framework as a hypothesis for local market investigation, grounded in observed registration evidence.
For Dealer principals · OEM commercial teams
Dealer economics to 2030: fewer rooftops, higher throughput
Read the white paper →Methodology
Coverage, definitions, partial periods and assumptions that change interpretation.
Keep registration events, manufacturer dispatches, coverage and reporting cutoffs separate when interpreting demand.
For Analysts · Dealers · OEM strategy
How VAHAN counts registrations (and what it misses)
Read the analysis →Describe the evidence boundary before interpreting a changing observation as a completed-period market result.
For Analysts · Strategy · Dealers
· Coverage: Research note
Against False Precision
Read the analysis →Choose to receive business analysis and practical guides. Public articles, tools and white papers remain accessible without subscribing.
Free. Unsubscribe anytime. Delivered by Beehiiv.