We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Driving harmonization for competitive advantage
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > CRM > Driving harmonization for competitive advantage
Business IntelligenceCRMData MiningPredictive Analytics

Driving harmonization for competitive advantage

JamesTaylor
JamesTaylor
5 Min Read
Driving harmonization for competitive advantage
Illustration generated with Qwen Image.
SHARE

Copyright © 2009 James Taylor. Visit the original article at Driving harmonization for competitive advantage.

Kevin Hogan of Accenture talked about how implementing a warranty system can drive harmonization and competitive advantage.  His focus was on a recent case where they helped a company implement an SAP-based Warranty solution. The case is a global heavy equipment manufacturer with about a focus on Europe and North America. They were running 4 different warranty systems driven by both geography and brands (the company has several).  They selected SAP because they had a vision for a larger SAP footprint and because it offered integration (not especially for its functionality). Although they realized that there would be a significant investment in customization they felt that the TCO would be good because of the overall drive to adopt SAP.

From a business perspective, they had a number of issues across the regions and brands:

  • Warranty spend too high
  • Inconsistent policies
  • Manual claims processing (for 150,000 claims a year)
  • Payment of claims was not integrated with warranty systems
  • Lack of control on warranty expenditure
  • Spurious product quality data (multiple coding approaches for instance)
  • Supplier recovery was poor
  • Dealers found the process burdensome

Implementing SAP allowed them to harmonize and integrate a lot of their processes. They:

More Read

Moving BI Into The Cloud Part 1
Moving BI Into The Cloud Part 1
Why AI Is The Perfect Recruiting Tool, Even For Small Businesses
For full ERP benefits, use cloud infrastructure and cloud applications.
Too much information for forecasting?
Will Big Data Finally Turn CRM Into Something Valuable?
  • Consolidated coding of problems
    One of the most important and hardest things to do while keeping it rich enough to be useful and simple enough to be used by the dealers
  • Harmonized warranty policies and repair time allowances
    Created some analytics to improve the repair time allowances over time
  • Developed parts return process
    Facilitated direct ships for dealers to return parts to the original supplier rather than through the OEM
  • Put all the dealers on the same SAP-based system
  • Integrated registration with retail settlement to increase registration rates
  • Automated claim validation at time of entry
    Both form validations (data fields) and then policy validation to help ensure that the dealers get a valid claim submitted first time
  • Automated some claim adjudication and processing
    Reduced average claim processing time from weeks to days, gradually increasing the number of claims being auto-adjudicated. They started with 0% and after about 5 months they are at 15-20% – gradual is key.
  • Integrated claims and credit documents for reconciliation

The project delivered some things that were competitive advantage for the company including:

  1. Quickly add new and tailored offerings
    Building on the catalog of existing warranty elements and pushing across all brands and regions
  2. Higher quality product
    Primarily through better reporting of problems
  3. Stronger collaboration
    With dealers, with parts suppliers and with insurance company managing extended warranties through real-time online systems and portals

They found that you really need executive support, as usual. For a multi-brand company it is important to get agreement on policies (across brands, across geographies) first before working on the system – only allow variations that are justified by a value driver, not just because different groups want to do things differently. Finally, focus on the high value items first because the budget/project may not last as long as planned and you need to get the important things done first!

I particularly agree with his recommendation to start small with auto-adjudication and gradually increase the scope of the rules you use for that. This is both good organizational advice and easy to do with a business rules management system.

Previous
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article examines AI agents that escalate from legitimate data retrieval to attempted intrusions
OpenAI’s Government Website Incidents Raise a Hard Question for AI Agents: When Should They Stop?
Artificial Intelligence News Security
Flat editorial illustration: The article's core relationship is the alignment between customer behavioral data (visit frequency,
Data-Driven Loyalty: How Restaurants Use Behavioral Analytics to Optimize Revenue
Exclusive
Flat editorial illustration: The article's core relationship is that reliable eCommerce attribution depends on a unified, well-st
How eCommerce Data Teams Can Build Attribution That Holds Up
Big Data Exclusive
Flat editorial illustration: The article's core relationship is the contrast between fragmented inherited data infrastructure (wh
Data Stack Consolidation as a Data Quality and Governance Strategy for Mid-Market Teams
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

How to Use Big Data to Improve Your Website’s SEO
Data MiningMarketing

How to Use Big Data to Improve Your Website’s SEO

9 Min Read
Socialytics: Social Analytics Earns Its Portmanteau
AnalyticsBusiness IntelligenceData ManagementSocial Media Analytics

Socialytics: Social Analytics Earns Its Portmanteau

3 Min Read
Analytics Moves To The Core: Reporting from the Gartner Summit
AnalyticsBusiness IntelligenceData WarehousingPredictive Analytics

Analytics Moves To The Core: Reporting from the Gartner Summit

5 Min Read
Is this data alive through deep learning and intelligence?
AnalyticsCloud ComputingModelingPredictive AnalyticsSentiment AnalyticsSoftwareText Analytics

Is this data alive through deep learning and intelligence?

8 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?