Experian Launches New GenAI Solution to Greatly Accelerate the Modeling Lifecycle
October 28 2024 - 8:00AM
Business Wire
Improves data scientist productivity and model
monitoring, empowers data analysts to easily query data and write
code
At this week’s Money 20/20 show in Las Vegas, Experian® today
announced the launch of Experian Assistant, a new generative
AI-enabled solution that greatly accelerates the modeling
lifecycle, slashing model-development timelines from months to days
and — in some cases — hours. Integrated with Experian Ascend
Technology Platform™, this transformative solution empowers users
to further leverage their data for analytics faster and with less
effort than ever before.
The world’s largest financial institutions use Experian Ascend™.
In close collaboration with several customers, Experian Assistant
was developed to offer a deeper understanding of credit and fraud
data and provide criteria and proposals for adding; changing the
weight of; or deleting specific attributes, data, or features to
optimize analytical models. In addition, this innovative solution
helped increase internal team productivity and has resulted in
proven cost savings, improved data visibility and faster product
deployment times.
“With Experian Assistant, there is a lot of efficiency and
improvement in productivity,” said Victor Rwenhumbiza, EVP — Chief
Data Scientist at Continental Finance Company, LLC. “We have
reduced the time spent on data building by almost 75%, so we can
build a model much quicker, and the code being generated by
Experian Assistant is very high quality, enabling us to move
forward much faster.”
With Experian’s Ascend Analytical Sandbox™, Experian Assistant
enables businesses across all sectors to perform data exploration,
build and deploy models, monitor their performance, and increase
speed to market to launch new offerings. The solution increases
productivity for data scientists, helping them work far more
efficiently and faster, and accessibility for data analysts,
allowing them to query data and write code through natural language
conversation.
“Using natural language processing to help with complex use
cases, Experian Assistant radically changes the workflow of data
scientists and data analysts alike, enabling our customers to
garner insights and make business decisions with less staff time
invested and with faster turnaround,” said Scott Brown, Group
President Financial and Marketing Services, Experian North America.
“We are providing a tool that empowers our customers to reimagine
how they engage with their data to do anything they want: enhance
the consumer experience, rapidly test and deploy new offerings,
improve internal productivity, spark collaboration across business
functions, and so much more.”
Why it matters
Experian’s research shows it takes 15 months on average to build
and deploy a model into production.
- Accelerating modeling processes helps avoid delays and
maximizes productivity of scarce, highly trained and critical
internal expertise.
- Improved ease of access to high-quality data accelerates time
to actionable insights and strengthens the capability to build
effective models.
- Efficient resource use and without the need for constant expert
intervention lowers expenses.
- Evolving regulations require transparency and reliability as
modeling technique complexity increases.
- Competition for analytics talent is at an all-time high;
Experian Assistant will help a company’s current data scientists
and analysts work more productively.
Experian’s integrated solution
What to expect from this innovative solution:
- Supports a natural language interface: interactions in a
conversational manner to better understand the data and how to
maximize its use
- Provides fast expert recommendations, coding and technical
support: accelerated tactical insight generation, model
development and deployment
- Provides deep insights into underlining data tables and
metrics: advanced capabilities support quality insights around
Experian datasets, with an emphasis on credit data and transparent
models
- Reduces operational and cloud expenses: minimizes
modeling iterations and compute power by selecting optimal modeling
features
- Empowers users of all experience levels: leverages
Experian Ascend Technology Platform and analytics tools with coding
assistance, recommendations and deployment support
- Reduced risk of penalties: enhanced regulatory
compliance through insights into reporting, identity management,
risk assessment and transaction monitoring
About Experian
Experian is a global data and technology company, powering
opportunities for people and businesses around the world. We help
to redefine lending practices, uncover and prevent fraud, simplify
healthcare, deliver digital marketing solutions, and gain deeper
insights into the automotive market, all using our unique
combination of data, analytics and software. We also assist
millions of people to realize their financial goals and help them
to save time and money.
We operate across a range of markets, from financial services to
healthcare, automotive, agrifinance, insurance, and many more
industry segments.
We invest in talented people and new advanced technologies to
unlock the power of data and innovate. As a FTSE 100 Index company
listed on the London Stock Exchange (EXPN), we have a team of
22,500 people across 32 countries. Our corporate headquarters are
in Dublin, Ireland. Learn more at experianplc.com.
Experian and the Experian marks used herein are trademarks or
registered trademarks of Experian and its affiliates. Other product
and company names mentioned herein are the property of their
respective owners.
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version on businesswire.com: https://www.businesswire.com/news/home/20241028997991/en/
Michael Troncale Experian Public Relations +1 714 830 5462
michael.troncale@experian.com
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