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Case Study
Case Study Detail
AI-Driven Enterprise IT — Built for Automotive

From Factory Floor
to Customer Drive

End-to-end intelligent IT services for automotive OEMs, Tier-1 suppliers, and dealer networks. We connect every stage of your value chain with AI-powered precision, SAP-grade reliability, and full data sovereignty.

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0
% Defect Detection Accuracy
0
% Avg Cost Reduction
0
+ Plants & Facilities Served
Vehicle Production AI Dashboard
Daily Output
1,284
↑ 12% vs target
Quality Score
98.7%
↑ 3.1% this month
Stamping96%
Welding99%
Painting94%
AI Inspection Live
0 Defects Passed
Last 4h on Assembly Line 3
Vehicles in Transit
3,847
Tracked in Real-Time
B2B Client Solutions

Every Role in Your Automotive Ecosystem — Connected

Whether you're an OEM plant manager, a national dealer controller, or a supply chain head, our solutions are purpose-built for your exact operational context.

OEM & Plant Operations

Full plant-floor digitization: production scheduling, real-time OEE, traceability from stamping to shipping, SAP ERP integration with .NET Core middleware, and quality gates at every station.

SAP S/4HANAMES IntegrationOEE MonitoringTraceability
Dealer & Distribution Network

Factory-to-dealer daily sync, inventory search, hold & release workflows, vehicle audit trails, offer and voucher management, financial services integration, and service scheduling portals.

DMSVehicle Hold-ReleaseF2D SyncInventory AI
Customer & Connected Services

Safety Connect, Service Connect, Drive Connect, Remote Connect, and Wi-Fi Connect platforms. Budget calculators, parts & accessories e-commerce, insurance integration, and service center locators.

Connected CarTelematicsInsurance APIService Hub
Supply Chain & Containment

End-to-end supplier containment workflows, defect type management, subsystem integration, class-rank-zone management, and responsible shop tracking across multi-group organizations.

Supplier QualityContainmentZone Management
Inspection & Quality Intelligence

AI-powered inspection dashboards, problem follow-up sheets, defect breakdown reports, sequence reports, rank reporting, and test management — all accessible via web and mobile.

Computer VisionDefect AnalyticsReports
Vehicle Tracking & Logistics

Real-time GPS tracking from plant gate to dealership, automated hold and release notifications, RFID integration, logistics partner API connectivity, and last-mile visibility dashboards.

GPS TrackingRFIDHold-ReleaseLogistics API
Complete Production Automation

Every Shop. Every Station. Every Decision — Automated.

Our AI layers sit directly on your production stations, communicating in real time with your MES, SAP, and quality systems — from raw stamping to final vehicle dispatch.

01
Preparing

AI scheduling for coil feeding, material grade verification, and die setup validation with IoT sensors.

02
Carrying

Automated coil transport tracking and conveyor flow balancing with predictive maintenance alerts.

03
Stretching

Tension monitoring with real-time AI adjustment to prevent material defects and scrap generation.

04
Punching & Stamping

Press force analytics, die wear prediction, and per-stroke quality tracing with part serialization.

05
Arranging

Computer vision part sorting, stacking verification, and kanban-triggered delivery to welding shop.

Predictive Die Maintenance

ML model prevents unplanned downtime by predicting die failures 72h ahead.

Part-Level Traceability

Every stamped panel traceable to coil batch, shift, press cycle, and operator.

Real-Time OEE Dashboard

Availability, performance, and quality metrics visualized on plant-floor displays.

SAP PP/QM Integration

Seamless production orders, quality notifications, and material movements in SAP.

Stamping Shop Outcomes
Scrap Rate Reduction-67%
Planned Downtime Only98.2%
First-Time Quality Rate99.4%
01
Body Assembly

Robotic assembly sequencing with AI-guided fixture verification and body-in-white accuracy checks.

02
Welding Execution

Weld current/time/force monitoring, spatter detection via computer vision, and weld nugget quality scoring.

03
Door & Parts Fitting

Gap and flush measurement AI with automated pass/fail gates and rework queue generation.

04
BIW Inspection

360° laser scanning and AI defect classification with full digital twin body comparison.

05
Paint Shop Release

Automated body release to paint conveyor with SAP production order update and quality gate sign-off.

01
Cleaning

Pre-treatment chemical monitoring with AI-controlled dosing and surface cleanliness scoring.

02
Priming

ED coat thickness monitoring, bath chemistry AI, and adhesion prediction modeling.

03
Sealing & Coating

Seam sealer robot path AI, mid-coat color matching, and spectrometer-based quality control.

04
Top Coating

Electrostatic spray parameter optimization and gloss/DOI measurement with automated rejects.

05
Oven Drying & Inspect

Oven cure profile AI, energy optimization, and post-cure defect inspection via UV imaging.

01
Parts Receiving

JIT/JIS parts sequencing, supplier barcode/RFID scan, and shortage alert management system.

02
Chassis Marriage

AI-guided torque tool management, fastener traceability, and error-proof assembly verification.

03
Trim & Interior

Pick-to-light guidance, variant management AI, and ergonomic workstation adjustment automation.

04
Electrical Systems

Wire harness routing AI, ECU programming automation, and CAN bus diagnostics integration.

05
Final Station

Vehicle rollout with automated end-of-line checks: fluid levels, lights, ADAS calibration.

01
Static Inspection

360° computer vision defect detection, gap & flush AI, paint defect classification at line end.

02
Dynamic Testing

NVH analysis, brake test AI scoring, headlight aiming, and water-wade simulation monitoring.

03
Documentation

Digital vehicle birth certificate, compliance docs, CO2 certificate, and homologation package.

04
Hold Management

Automated hold triggers, root-cause AI, cross-functional task assignment, and clearance workflow.

05
Shipping

Transport management system integration, VIN-to-dealer mapping, and real-time carrier tracking.

01
Casting

Porosity detection AI, metal flow simulation, and die casting process parameter optimization.

02
Forging

Press force signature analysis, grain flow AI inspection, and dimensional SPC with auto-alarms.

03
Machining

CNC tool wear prediction, surface roughness vision, and CMM data integration for SPC control.

04
Engine Assembly

Torque traceability, EOL hot test AI analysis, and leakage detection with digital twin validation.

05
Test & Release

NVH baseline AI, emissions compliance check, and automated quality gate sign-off to logistics.

01
Battery Module

Cell grading AI, module assembly torque tracing, thermal management system integration, and SOH prediction.

02
Pack Assembly

BMS integration testing, coolant leak detection vision, and HV safety compliance verification automation.

03
e-Motor Assembly

Winding quality AI, magnet placement vision, and motor efficiency testing with predictive quality models.

04
e-Axle Integration

NVH analysis for e-drivetrain, gear mesh quality AI, and HV wiring harness continuity testing.

05
Vehicle EOL & Charging

DC fast charge cycle validation, OTA flash verification, range calibration, and ADAS EV-specific tuning.

Connected Vehicle Ecosystem

Five Pillars of Customer Connectivity

Deliver a seamless ownership experience from day one — built on secure, cloud-native microservices that integrate with your existing telematics platforms.

Safety Connect

Emergency SOS, automatic collision alert, stolen vehicle tracking, and roadside assistance dispatch.

Service Connect

Remote diagnostics, maintenance reminders, DTC analysis, service scheduling, and health score reporting.

Drive Connect

Trip analytics, eco-score, driver behavior insights, geofencing alerts, and fuel/range optimization.

Remote Connect

Remote start, climate preconditioning, lock/unlock, find-my-car, and in-vehicle notifications via app.

Wi-Fi Connect

In-vehicle hotspot management, parental controls, data plan billing integration, and usage dashboards.

Digital Customer Touchpoints

Everything a Customer Needs — One Unified Platform

Inventory Search

Live dealer stock with AI recommendations based on budget and preferences.

Find Dealers

Map-based dealer locator with real-time service availability and ratings.

Offers & Vouchers

Personalized promotion engine, voucher validation, and loyalty point management.

Budget Planner

AI-powered "What fits my budget?" with EMI calculator and financing scenario comparison.

Parts & Accessories

VIN-matched parts e-commerce with fitment verification and OEM catalogues.

Financial Services

Integrated loan application, insurance quotes, and leasing options with digital signing.

Schedule Service

Real-time service slot booking, advisor assignment, and automated service reminders.

Virtual Plant Tour

Immersive 360° virtual walkthrough of production facilities for customer trust building.

Our Automotive IT Capabilities

Intelligent Services Built for Scale & Speed

A complete portfolio of enterprise IT services — each one pre-adapted to automotive-specific workflows, compliance requirements, and integration patterns.

Agentic AI Business Workflow Automations

Deploy autonomous AI agents that execute multi-step production, procurement, and quality workflows without human intervention — reducing processing time by up to 85%.

LLM Agentsn8n / ZapierRPA
Intelligent Document Processing

AI extraction from inspection reports, supplier invoices, customs documents, and engineering specs — structured into your ERP/CRM with 99.2% accuracy and full audit trails.

OCR + AISAP IngestionGDPR Compliant
Computer Vision Quality Inspection

Real-time surface defect detection, dimensional measurement, and assembly verification at line speed — replacing inconsistent manual inspection with 98%+ accuracy AI models.

Edge AIYOLO ModelsLine Integration
Business Intelligence & AI Analytics

Executive dashboards, predictive demand forecasting, dealer performance analytics, and warranty cost prediction — turning operational data into strategic decisions in real time.

Power BIML ForecastingSAP BW
API-Led Connectivity & Legacy Modernization

Strangler-fig modernization of legacy systems, RESTful/GraphQL API layer creation, and event-driven integration using .NET Core, MuleSoft, and Apache Kafka.

.NET CoreMuleSoftKafka
Hybrid Cloud & Multicloud Integration

Design and operate hybrid cloud architectures that keep critical production data on-premise while leveraging public cloud elasticity for analytics, mobile apps, and IoT platforms.

AzureAWSOn-Prem SAP
Composable & Modular ERP/CRM

Decompose monolithic ERPs into reusable modules — enabling rapid feature deployment, vendor independence, and seamless third-party app composability across your dealer/plant network.

SAP BTPMicroservicesAPI-First
Real-Time Data Sync & Digital Twins

Create live digital replicas of plants, vehicles, and supply chains — enabling remote monitoring, predictive simulation, and what-if scenario planning with millisecond data refresh.

Azure Digital TwinsOPC-UAMQTT
Web & Mobile Application Development

Cross-platform apps for dealers, field engineers, and customers — with offline capability, biometric auth, push notifications, and native integration to vehicle telematics APIs.

React NativeFlutterPWA
Reverse & Re-Engineering Services

Source code archaeology, legacy tech stack reverse engineering, and complete replatforming — rescuing business-critical applications from end-of-life environments.

Legacy RescueCOBOL to .NETDB Migration
24/7 Managed IT Services

Round-the-clock NOC/SOC operations, SLA-backed incident management, patch management, and dedicated automotive IT specialists — ensuring zero unplanned downtime on production systems.

NOC/SOCITSMSLA 99.9%
Vulnerability Scan, Framework Upgrades & Fixes

Automated SAST/DAST scanning, CVE remediation, framework version migration (e.g., .NET 4.x to 8.0), and compliance hardening for ISO 27001, SOC 2, and IATF 16949.

SAST/DASTISO 27001IATF
Proven Client Success

Real Automotive Transformations, Real Numbers

From global OEMs to regional Tier-1 suppliers — our solutions consistently deliver measurable business outcomes within the first 90 days of go-live.

OEM Plant | India
Live
AI-Powered Quality Gate for Body Shop

Replaced 12 manual inspection stations with a computer vision system detecting surface defects, weld quality, and gap deviations at 100% throughput — zero line slowdown.

98.7%
Detection Rate
-67%
Rework Cost
14wk
Time to ROI
Tier-1 Supplier | Germany
Live
SAP S/4HANA Integration with Legacy MES

Implemented a .NET Core middleware layer bridging a 15-year-old MES to SAP S/4HANA, enabling real-time production orders, quality notifications, and supplier invoicing automation.

2.1M
Orders/Year Automated
-89%
Manual Entry
8wk
Go-Live Time
EV OEM | Southeast Asia
EV
End-to-End EV Battery Production Platform

Built a complete EV battery manufacturing intelligence platform covering cell grading, pack assembly AI, BMS testing, and digital twin-based quality simulation — deployed on Azure hybrid cloud.

99.1%
Pack Yield
-43%
Battery Recalls
6mo
Full Deployment
Explore All Client Success Stories
Commercial Model

Outcome-Driven Mutual Win-Win Costing

We've replaced the outdated estimation-first engagement model with an outcomes-first commercial framework — where our success is directly linked to your measurable business results.

Old Estimation Model
Fixed Scope Estimations

Vendors lock in a price based on hours and resources — not outcomes. Any change triggers a change order.

Misaligned Incentives

Vendor profit comes from billing hours — creating no incentive to automate, innovate, or deliver faster.

Risk Sits With Client

Overruns, delays, and underperformance are absorbed by your budget — not the vendor's.

No Business KPI Commitment

Projects go live with no contractual commitment to cost reduction, throughput gain, or quality improvement.

VS
Thanasi Win-Win Model
Outcome-Pegged Commercial Terms

We define measurable KPIs upfront — defect rate, production throughput, cost per unit — and price based on value delivered.

Shared Skin in the Game

We share both upside (gain-sharing on efficiency savings) and downside (penalty clauses if KPIs are missed).

Risk-Balanced Engagements

Phased delivery with milestone-based payments — you only pay for value that has been proven in your environment.

90-Day Business Impact Guarantee

Every engagement includes a 90-day post-live review with contractually committed business KPI targets and remediation SLA.

Starter
Discovery & Proof of Value

4-week paid POC to validate AI/automation ROI on a real production use case — zero long-term commitment required.

MOST POPULAR
Growth
Full Deployment + KPI Commitment

End-to-end solution deployment with contractual business KPIs, phased payments, and 12 months post-live support.

Enterprise
Strategic IT Partnership

Multi-year engagement with gain-sharing, embedded teams, continuous innovation sprints, and executive-level governance cadences.

AI-First. Privacy-First.

Major Business Problems Solved with 100% Data Privacy

Every AI model we deploy runs within your infrastructure boundary. No data leaves your environment. No third-party LLM sees your production data. Your IP stays yours — always.

Business Problem: Quality Escapes

Manual visual inspection misses 15-30% of surface defects. Escaped defects reach dealers or customers — causing warranty claims, recalls, and brand damage worth millions annually.

AI Solution: On-Premise Vision AI

Deploy edge AI cameras on your existing line. Models trained exclusively on your defect library run on your hardware. Zero cloud dependency. 98.7% detection rate. All data stays on-site.

Business Problem: Unplanned Downtime

A single unplanned line stop costs automotive plants ₹25-40 lakhs per hour. Reactive maintenance cannot prevent sudden equipment failures driven by wear, vibration, or thermal drift.

AI Solution: Predictive Maintenance AI

Vibration, temperature, and current signature analysis running on your OT network. Predicts failure 48-72 hours ahead. Private LLM generates natural-language work orders — fully air-gapped.

Business Problem: Document Processing Bottlenecks

Supplier invoices, PPAP documents, inspection reports, and customs filings processed manually — creating 48-72 hour delays in procurement, quality closures, and shipment releases.

AI Solution: Private IDP Platform

On-premise OCR + local LLM extracts, classifies, and routes documents in under 90 seconds. SAP integration pushes data directly to MM/QM modules. Your sensitive documents never leave your firewall.

Our Privacy Architecture

Four Pillars of AI Data Sovereignty

On-Premise Deployment

All AI models run within your data center or private cloud. No outbound data transfer — ever.

Role-Based Data Access

Granular RBAC on all AI training data, inference inputs, and outputs — audit-logged and IATF-compliant.

Data Residency Guarantee

Contractual data residency commitment — your data stays in your country, your plant, or your designated region.

Full IP Transfer

All models, code, and AI pipelines are transferred to you at project close. Zero vendor lock-in. Full ownership.

For the Deal Controller

Everything You Need to Move Fast

We know the pressure of an enterprise IT decision. We've structured our engagement to minimize risk and maximize speed-to-value for decision makers at every level.

Free 2-Hour Discovery Workshop

Our architects map your current-state IT landscape, identify top 3 ROI opportunities, and deliver a written findings report — at zero cost and zero commitment.

90-Day Implementation Roadmap

Every proposal includes a phased 90-day delivery plan with milestone checkpoints, resource requirements, and contractual KPI targets — ready for board presentation.

NDAs & Security Cleared

We sign mutual NDAs within 24 hours. Our team holds ISO 27001 certification, IATF 16949 awareness, and automotive OEM-level security clearances for sensitive environments.

Existing Stack — No Rip & Replace

We integrate with whatever you have — SAP, Oracle, legacy MES, old CRMs, custom tools. Our API-first approach means your existing investments are protected and enhanced, not replaced.

Dedicated Account Architecture Team

A named Solution Architect, Delivery Manager, and Executive Sponsor assigned to your account from day one — not rotated offshore in month 3.

Global Delivery, Automotive Time Zones

Development centers in India with support hubs in Europe and Southeast Asia — ensuring your production system gets support during your shift, not ours.

Transparent Commercial Governance

Monthly financial scorecards, milestone-based invoicing, and a joint steering committee — full commercial transparency with no hidden costs, ever.

Reference-Able Automotive Clients

We provide named client references from comparable automotive projects — allowing your team to conduct technical and commercial due diligence before signing.

What Our Clients Say

Trusted by Automotive Decision Makers

Thanasi delivered a production-grade computer vision QC system in 11 weeks. The model accuracy exceeded our internal benchmark in the first week of live testing. The outcome-based pricing model removed all budget risk for us.

RK
Rajesh Kumar
VP Manufacturing IT, Global OEM — India Operations

Integrating our 2009 MES with SAP S/4HANA was supposed to take 18 months. Thanasi's middleware approach cut it to 8 weeks without disrupting a single production shift. Remarkable execution.

SH
Stefan Hoffmann
CIO, Tier-1 Automotive Supplier — Germany

Our EV battery yield was at 94.2% before Thanasi. Six months after deploying their AI platform, we're consistently at 99.1%. The data sovereignty approach was non-negotiable for us — they delivered on that promise completely.

AT
Anya Tan
Head of Digital Manufacturing, EV OEM — Southeast Asia
Schedule a Session

Book a Strategy Discussion

Choose a time that works for you. Our automotive IT specialists will prepare a pre-call brief based on your industry, tech stack, and stated goals.

Thanasi Technologies
Automotive IT Discovery Call
30 or 60 Minute Session
Video Call (Teams / Google Meet)
Your Time Zone
NDA Available on Request
Dedicated Automotive Architect

WHAT WE'LL COVER
Your current IT pain points and priorities
Quick-win AI/automation opportunities
Comparable case study from your sector
High-level commercial framework options
Select a Date

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Your Details

We'll send a calendar invite and prep brief to your email

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A calendar invite and preparation brief has been sent to your email. Our automotive IT specialist will connect with you at the scheduled time.

Ready to Transform?

Start with a Zero-Risk
4-Week Proof of Value

No long-term contracts. No upfront platform fees. We run your highest-priority AI use case on your actual data in your environment — and you decide if the results justify the investment.

No Data Leaves Your Network
NDA Signed in 24 Hours
90-Day KPI Guarantee
Full IP Transfer on Completion
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