A LEAP
FORWARD

FROM
PREVENTIVE TO
PREDICTIVE MAINTENANCE

OEMs and Mobility ecosystem are facing challenges across various touch points throughout the business cycle due to lack of power to see the unseen. On one hand, increased digitalization has helped the mobility ecosystem to better manage the business cycle, at the same time it generates lot of data giving an opportunity to create trusted insights and make efficient decisions.

>90% Accuracy -achieved
across various RUL models

9+ OEMs and Tier 1s on
boarded

5+ Pre-Built Component
Models

Dedicated team of domain
experts

Translating Insights Into Actions to Get A Competitive Edge

KPIT brings AI/ML based ‘Remaining Useful Life’ methodology and cloud based solution which offers predictive model readiness across vehicle components with fusion of predictive analytics and decision-making algorithms to help OEMs and Tier1s in improving the efficiency and optimizing the cost.

Solution Features

Our Predictive Analytics platform uses Artificial Intelligence & Machine Learning technology to convert and converge various factors affective the life of vehicle components into useful insights to help you reduce component failures. Our solution is flexible to suit your customized requirements.

API led services

Cloud Agnostic

Stand Alone models

Integration into OEM Pipeline

Models

Our Predictive Analytics platform uses Artificial Intelligence & Machine Learning technology to convert and converge various factors affective the life of vehicle components into useful insights to help you reduce component failures. Our solution is flexible to suit your customized requirements.

Battery SOC/SOH, Battery usage

Engine Oil

Brake Spark plug

Pads, Brake fluid

Catalytic Reduction

Offered Services

We offer a host of associated data analytics services customized as per your requirements to help you achieve desired level of performance. Through our expertise, backed by years of experience, we bring to you domain agnostic model validation, integration & deployment powered by big data processing capabilities.

Off the shelf algorithms & predictive models

Data analysis, wrangling, engg.

Bespoke predictive models

Model porting & optimization for Edge devices

Cloud deployment, integration & validation

Business Benefits

We offer a host of associated data analytics services customized as per your requirements to help you achieve desired level of performance. Through our expertise, backed by years of experience, we bring to you domain agnostic model validation, integration & deployment powered by big data processing capabilities.

Vehicle uptime

  • Helps reduce repair, admin and litigation costs
  • Increase in vehicle uptime

Warranty & Recall Cost

  • Helps in keeping Warranty claim costs low
  • Identify defects occurring immediately after purchase
  • Better Recall management

Quality Issues

  • Proactive in identifying quality issues of components
  • Better quality control on inward components

Client Services

  • Positive implications for client experience team
  • Adds to client satisfaction
  • Helps prevent any damage to brand’s reputation

Dynamic Supply Chain Management

  • Better control over supply chain management
  • Low inventory costs
  • Helps in developing comprehensive forecast model

Production Ready AI/ML Based Predictive
Analytics Solution

Insights

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