Automotive & Auto Components businesses in India, and what technology actually fixes

AI Visual Inspection at Stamping & Casting Stations

The problem. Inspection quality varies by shift — the day-shift inspector catches defects the night-shift misses, and rework hits your OTD numbers.

What we build. A camera + inference system tuned to your part drawings and surface-defect library, running on shop-floor hardware with alerting to MES when a reject threshold is crossed.

What changes. Defect detection consistency across all shifts; fewer escapes to the next station and fewer customer complaints at the dealer.

You probably need this if: You've had three different OQC rejection rates on the same part in the last month, or an OEM audit flagged your incoming inspection gap.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Warranty Claim Leakage Detection Across Dealer Network

The problem. You're paying out warranty claims that don't hold up — duplicate filings, expired claim windows, parts swapped between vehicles — and the leak only shows at year-end audit.

What we build. A claims-analytics pipeline that ingests your warranty ERP data, cross-checks VINs, dates, parts codes and dealer history, and flags anomalies before payout.

What changes. Visible recovery of leaked warranty spend; cleaner claim approval processes with audit-ready evidence trails.

You probably need this if: Your warranty recovery team says 'we'll check after the quarter ends' — but the claims are already paid and gone.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Demand & Schedule Forecasting for OEM Cycles

The problem. OEM schedule changes weekly; you either over-produce and tie up working capital in inventory or under-produce and breach your OTD commitment.

What we build. A demand-forecasting model fed by your OEM call-off patterns, historical build data, and lead-time variables, with scenario alerts when a material or capacity risk appears.

What changes. Better matching of production runs to actual OEM call-offs; less buffer stock and fewer emergency expediting costs.

You probably need this if: Your planning team is firefighting every Monday because Friday's OEM schedule change arrived without warning.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Service & Maintenance Scheduling Automation for Garages

The problem. Fleet owners and dealer networks call repeatedly for service slots, and manual scheduling creates gaps, double-bookings, and missed reminders.

What we build. An automated workflow that ingests vehicle telemetry or owner data, sends WhatsApp/SMS reminders before due dates, handles slot booking via IVR or chat, and syncs to your workshop calendar.

What changes. Fewer no-shows, better workshop utilisation, and proactive service that fleet owners notice.

You probably need this if: Your service desk spends more time taking calls about scheduling than resolving actual issues.

Delivered as Workflow Automation & AI Agents from ₹39,999 one-time

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Dealer Network Visibility & Performance Dashboard

The problem. You don't know which dealers are hitting spares targets, which are stocking dead inventory, and which are losing customers to the next brand.

What we build. A dealer-facing portal and management dashboard tracking spares sell-in/sell-through, warranty turnaround, customer feedback scores, and expiry management in one view.

What changes. Real visibility into dealer health; earlier intervention before a dealer slips or a parts backlog becomes a customer-exit problem.

You probably need this if: Your area manager visits one dealer per month and still comes back with incomplete information.

Delivered as Custom Software Development from ₹79,999 one-time

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AI Readiness Assessment for Shop-Floor Automation

The problem. You know AI could help but aren't sure which process delivers ROI first — camera-based inspection, predictive maintenance, or demand forecasting — and you can't afford to pick wrong.

What we build. A focused assessment mapping your current data sources, process bottlenecks, and OEM compliance requirements to a prioritised, costed roadmap for AI deployment on your shop floor.

What changes. A clear, justified plan instead of a pilot graveyard; leadership alignment on where the first rupee of AI spend goes.

You probably need this if: You've run two or three small AI PoCs that never moved past the pilot phase and you're tired of explaining why.

Delivered as AI Readiness Assessment & Strategy from ₹24,999 one-time

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Connected-Vehicle & Telematics Security Testing

The problem. Your connected-vehicle platform or telematics backend handles live fleet data, and a breach would compromise driver privacy and OEM trust alike.

What we build. Targeted VAPT of your telematics APIs, cloud backend, and data pipelines — identifying injection points, auth gaps, and data exposure before an attacker does.

What changes. Known vulnerabilities remediated; OEM audit and customer due-diligence questions answered with evidence.

You probably need this if: Your telematics platform went live in the last 12 months and no one has done a proper security test since.

Delivered as VAPT — Security Testing from ₹24,999 one-time

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How do I know if we need ai visual inspection at stamping & casting stations?

You probably need this if You've had three different OQC rejection rates on the same part in the last month, or an OEM audit flagged your incoming inspection gap. Once it is running, defect detection consistency across all shifts; fewer escapes to the next station and fewer customer complaints at the dealer.

How do I know if we need warranty claim leakage detection across dealer network?

You probably need this if Your warranty recovery team says 'we'll check after the quarter ends' — but the claims are already paid and gone. Once it is running, visible recovery of leaked warranty spend; cleaner claim approval processes with audit-ready evidence trails.

How do I know if we need demand & schedule forecasting for oem cycles?

You probably need this if Your planning team is firefighting every Monday because Friday's OEM schedule change arrived without warning. Once it is running, better matching of production runs to actual OEM call-offs; less buffer stock and fewer emergency expediting costs.

How do I know if we need service & maintenance scheduling automation for garages?

You probably need this if Your service desk spends more time taking calls about scheduling than resolving actual issues. Once it is running, fewer no-shows, better workshop utilisation, and proactive service that fleet owners notice.

How do I know if we need dealer network visibility & performance dashboard?

You probably need this if Your area manager visits one dealer per month and still comes back with incomplete information. Once it is running, real visibility into dealer health; earlier intervention before a dealer slips or a parts backlog becomes a customer-exit problem.

How do I know if we need ai readiness assessment for shop-floor automation?

You probably need this if You've run two or three small AI PoCs that never moved past the pilot phase and you're tired of explaining why. Once it is running, a clear, justified plan instead of a pilot graveyard; leadership alignment on where the first rupee of AI spend goes.