Welcome!

News Feed Item

Keeping Insurance Data Quality Healthy: X by 2 Architect Reveals Four Ways at IASA Michigan

NOVI, MI -- (Marketwired) -- 04/16/14 -- As core insurance systems develop problems, data-quality issues grow undetected in the data warehouse, Yunus Burhani, a senior architect with insurance IT consultancy X by 2, told the Michigan Chapter of the Insurance Accounting and Systems Association's (IASA) annual meeting today.

"Problems usually only show up when reports are generated from the warehouse and business people question the validity of the data," he said. "By then it is too late. The solution is to proactively find problems and fix them as soon as they are detected," Burhani said.

He discussed a typical data warehouse at a health insurer, but said the same principles apply to property/casualty and life insurers.

A standard approach is to keep track of the number of records in the file and make sure that same number ends up in warehouse, he said. "Take this concept further and use it with individual fields that are important for the business."

Aggregate certain data and make sure that the percentage is as expected and lies within a trend, he said. Calculate the percentage that matched upfront and store it in the aggregate table. This helps identify problems with the data quickly if normal trends change, Burhani said.

The system should automatically issue alerts whenever it detects a problem.

Build a Data-Quality Team

Insurers should build a team whose job is to identify the data-quality issues and take it to the data steward/governance team for corrective actions. The team has to be knowledgeable about the business and understands trends and should use the he outlined to find problems and report them, Burhani said.

"The key to making any data warehouse successful is to continually build trust in the data," he said. "Checking for data anomalies is not a one-time thing. It needs to done routinely.

"Having a set of strategies for automating data qualities check helps in maintaining the trust in data over time. Building a support team that is vigilant about finding data-quality issues is a must for ongoing data quality."

X by 2 (www.xby2.com) is a technology consulting firm in Farmington Hills, Mich., that specializes in IT transformation projects for the insurance industry. Its hands-on experts provide planning, architecture, leadership, turnaround and implementation services. Burhani can be reached at [email protected].

Add to Digg Bookmark with del.icio.us Add to Newsvine

Contact:
Henry Stimpson
Stimpson Communications
508-647-0705
[email protected]

More Stories By Marketwired .

Copyright © 2009 Marketwired. All rights reserved. All the news releases provided by Marketwired are copyrighted. Any forms of copying other than an individual user's personal reference without express written permission is prohibited. Further distribution of these materials is strictly forbidden, including but not limited to, posting, emailing, faxing, archiving in a public database, redistributing via a computer network or in a printed form.

Latest Stories
The many IoT deployments around the world are busy integrating smart devices and sensors into their enterprise IT infrastructures. Yet all of this technology – and there are an amazing number of choices – is of no use without the software to gather, communicate, and analyze the new data flows. Without software, there is no IT. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, Dave McCarthy, Director of Products at Bsquare Corporation; Alan Williamson, Principal ...
Enterprises are universally struggling to understand where the new tools and methodologies of DevOps fit into their organizations, and are universally making the same mistakes. These mistakes are not unavoidable, and in fact, avoiding them gifts an organization with sustained competitive advantage, just like it did for Japanese Manufacturing Post WWII.
"DivvyCloud as a company set out to help customers automate solutions to the most common cloud problems," noted Jeremy Snyder, VP of Business Development at DivvyCloud, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
"DevOps is set to be one of the most profound disruptions to hit IT in decades," said Andi Mann. "It is a natural extension of cloud computing, and I have seen both firsthand and in independent research the fantastic results DevOps delivers. So I am excited to help the great team at @DevOpsSUMMIT and CloudEXPO tell the world how they can leverage this emerging disruptive trend."
Enterprises are striving to become digital businesses for differentiated innovation and customer-centricity. Traditionally, they focused on digitizing processes and paper workflow. To be a disruptor and compete against new players, they need to gain insight into business data and innovate at scale. Cloud and cognitive technologies can help them leverage hidden data in SAP/ERP systems to fuel their businesses to accelerate digital transformation success.
An edge gateway is an essential piece of infrastructure for large scale cloud-based services. In his session at 17th Cloud Expo, Mikey Cohen, Manager, Edge Gateway at Netflix, detailed the purpose, benefits and use cases for an edge gateway to provide security, traffic management and cloud cross region resiliency. He discussed how a gateway can be used to enhance continuous deployment and help testing of new service versions and get service insights and more. Philosophical and architectural ap...
The revocation of Safe Harbor has radically affected data sovereignty strategy in the cloud. In his session at 17th Cloud Expo, Jeff Miller, Product Management at Cavirin Systems, discussed how to assess these changes across your own cloud strategy, and how you can mitigate risks previously covered under the agreement.
Transformation Abstract Encryption and privacy in the cloud is a daunting yet essential task for both security practitioners and application developers, especially as applications continue moving to the cloud at an exponential rate. What are some best practices and processes for enterprises to follow that balance both security and ease of use requirements? What technologies are available to empower enterprises with code, data and key protection from cloud providers, system administrators, inside...
Apps and devices shouldn't stop working when there's limited or no network connectivity. Learn how to bring data stored in a cloud database to the edge of the network (and back again) whenever an Internet connection is available. In his session at 17th Cloud Expo, Ben Perlmutter, a Sales Engineer with IBM Cloudant, demonstrated techniques for replicating cloud databases with devices in order to build offline-first mobile or Internet of Things (IoT) apps that can provide a better, faster user e...
"Outscale was founded in 2010, is based in France, is a strategic partner to Dassault Systémes and has done quite a bit of work with divisions of Dassault," explained Jackie Funk, Digital Marketing exec at Outscale, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
They say multi-cloud is coming, but organizations are leveraging multiple clouds already. According to a study by 451 Research, only 21% of organizations were using a single cloud. If you've found yourself unprepared for the barrage of cloud services introduced in your organization, you will need to change your approach to engaging with the business and engaging with vendors. Look at technologies that are on the way and work with the internal players involved to have a plan in place when the ine...
Adding public cloud resources to an existing application can be a daunting process. The tools that you currently use to manage the software and hardware outside the cloud aren’t always the best tools to efficiently grow into the cloud. All of the major configuration management tools have cloud orchestration plugins that can be leveraged, but there are also cloud-native tools that can dramatically improve the efficiency of managing your application lifecycle. In his session at 18th Cloud Expo, ...
Organizations planning enterprise data center consolidation and modernization projects are faced with a challenging, costly reality. Requirements to deploy modern, cloud-native applications simultaneously with traditional client/server applications are almost impossible to achieve with hardware-centric enterprise infrastructure. Compute and network infrastructure are fast moving down a software-defined path, but storage has been a laggard. Until now.
CI/CD is conceptually straightforward, yet often technically intricate to implement since it requires time and opportunities to develop intimate understanding on not only DevOps processes and operations, but likely product integrations with multiple platforms. This session intends to bridge the gap by offering an intense learning experience while witnessing the processes and operations to build from zero to a simple, yet functional CI/CD pipeline integrated with Jenkins, Github, Docker and Azure...
Let’s face it, embracing new storage technologies, capabilities and upgrading to new hardware often adds complexity and increases costs. In his session at 18th Cloud Expo, Seth Oxenhorn, Vice President of Business Development & Alliances at FalconStor, discussed how a truly heterogeneous software-defined storage approach can add value to legacy platforms and heterogeneous environments. The result reduces complexity, significantly lowers cost, and provides IT organizations with improved efficienc...