Challenge
Recurring failures increase warranty and service costs.
With Tiramai
AI detects failure patterns across telemetry, service and warranty data.
15–30%Lower Warranty Cost
Automotive AI Solutions
Turn Automotive Complexity into Intelligent Action.
Connect manufacturing, supply chain, quality and service operations with AI that predicts risks, recommends actions and improves every decision.
10-20%Higher OEE
20-40%Less Unplanned Downtime
15-30%Lower Warranty Cost
Illustrative impact based on typical Enterprise deployments. Actual results vary by environment.
Operations command centre
See Automotive Intelligence in Action
One governed view of production, quality, maintenance, warranty and service Turning operational signals into recommended actions.
Operations Command CentreLive
0.0%
Overall OEE4.6%
0.0%
Defect Rate18%
0.0%
Asset Availability3.1%
₹0.0Cr
Avoided CostYTD
Plant Performance
OEE by Plant
Plant A0.0%
Plant B0.0%
Plant C0.0%
Plant D0.0%
0%50%100%
Quality Risk Trend
Low RiskDefect Rate (%)
1.51.00.50.0
Apr 20Apr 27May 4May 11May 18
AI Recommended Actions
Inspect Line 3 spindle within 8 hoursConfidence0%Review
Rebalance Plant B production scheduleConfidence0%Review
Review rising brake assembly claimsConfidence0%Review
Governed AI
Human approval required
Audit trail active
Challenge → Outcome
From operational risk to measurable performance
AI agents detect risks earlier across production, assets and the field Helping teams act before issues become costly.
Challenge
Process deviations allow defects to reach customers.
With Tiramai
AI identifies quality risks early and recommends corrective action.
15–25%Fewer Quality Escapes
Challenge
Unexpected failures interrupt production and asset availability.
With Tiramai
AI predicts maintenance needs and prioritises interventions.
20–40%Less Unplanned Downtime
Illustrative impact based on typical Enterprise deployments. Actual results vary by environment.
Capabilities
Purpose-built AI for Automotive Operations
A governed intelligence layer connecting knowledge, production, supply chain, quality, service and commercial operations.
Enterprise Knowledge Copilot
Give teams instant, contextual answers across systems, documents and SOPs.
Production Intelligence
Monitor throughput, quality and bottlenecks, and recommend corrective actions.
Supply Chain Risk Intelligence
Detect supplier, inventory and logistics risks before operations are disrupted.
Warranty & Field Intelligence
Find failure patterns, accelerate root-cause analysis and reduce warranty exposure.
Dealer & Service Intelligence
Improve service decisions, network performance and customer experience.
Procurement & Contract Intelligence
Analyse contracts, quotations and suppliers to identify risk, savings and compliance gaps.
How it works
How automotive intelligence turns signals into governed action
Operational data and Enterprise knowledge converge on AI agents that detect risk, recommend action and keep people in control.
Connected signals
- Enterprise Systems & SOPs
- Production, Quality & IoT Data
- Supply Chain, Service & Warranty
AI Intelligence Layerunderstands · predicts · recommends
Governed actions
- Detect and Prioritise Risk
- Recommend the Next Best Action
- Approve, Execute and Audit
Potential impact
Measurable outcomes across automotive operations
Illustrative improvement ranges based on typical Enterprise AI deployments.
0–20%
Higher OEE
production intelligence
0–25%
Fewer Quality Escapes
predictive quality
0–40%
Less Unplanned Downtime
predictive maintenance
0–30%
Lower Warranty Cost
warranty intelligence
Actual results vary by operational baseline, data quality and deployment scope.
Trusted & integrated
Enterprise-ready by design
Secure, governed AI that works with your existing automotive systems, data and operating controls.
Trust & governance
Role-Based Access
Data Privacy by Design
Audit Trails
Human Oversight
Private Cloud or On-Prem
Data Isolation
Connects to your ecosystem
ERP
MES
PLM
QMS
Dealer Systems
IoT & Telematics
Data Platforms
APIs & Knowledge Sources
Standards-aligned controls and deployment options can be configured to customer requirements.
Talk to Our Team
Bring outcome-driven AI to Automotive
Talk to our team to explore solutions, set up a pilot, or plan an enterprise deployment tailored to your industry.