San Diego: Perfecting Paradise, Copyright 1999 by Heritage Media Corporation
COMPANY PROFILE: HNC SOFTWARE INC.
HNC Software Inc. is San Diego's largest software company and develops
predictive software solutions for business-to-consumer service
companies. These solutions allow companies to make more intelligent and
profitable decisions and are marketed to industries- including
financial, insurance, retail, telecommunications and the Internet.
Like many San Diego-based software companies, HNC Software Inc. traces
its origins to the defense industry. When the company was launched in
1986, it focused on defense-related research and development. But over
the years as defense budgets shrank not only in San Diego, but
nationwide, HNC quickly realized that in order to succeed and grow,
other commercial applications had to be found for its products.
HISTORY
HNC initially offered training in neural network technology, as well as
neural network software and hardware tools for users who wished to
design and build their own application software. HNC studied the market
and determined that there was a need for its predictive software. In
1990, the company changed its business strategy from tools to solutions
and began planning for the development and marketing of intelligent,
decision-support application software.
Historically, the development of this type of software was restricted by
the lack of computing standards and effective computational intelligence
techniques. Then in the early 1990s, along came client-server
standards, including relational database management systems, the Windows
operating system and network communications protocols. All of these
advancements helped foster the increased transmission and dissemination
of electronically stored data within and among businesses.
HNC initially identified financial services as the industry that would
most benefit from the company's software products, finding its market
niche in a product that predicted and detected credit card fraud.
The company grew steadily over the years to become a worldwide leader in
this market and went public in 1995 with annual revenues of $43.7
million. A year later, the stock split and revenues were $71.4
million. In 1997, revenues jumped to $113.7 million and in 1998 HNC was
admitted to Standard & Poor's 'Smallcap 600.' After the initial public
offering, HNC continued its aggressive expansion by identifying new
markets for its predictive software solutions-retail, insurance/health
care, telecommunications, and the Internet - selling products
internationally through a direct sales organization with offices
throughout the United States, and in Africa, Asia, Australia and Europe.
TECHNOLOGY
HNC's software solutions include a variety of technologies, e.g., neural
network predictive decision engines, real time profiling, traditional
statistical modeling, and context vector analysis - all of which convert
data into real-time recommendations and actions designed to improve
profitability, competitiveness and customer satisfaction.
A key to HNC's success has been leveraging these core technologies
across a series of product families targeted at specific service
industries. In the health care/insurance industry, for example, HNC's
products are used to automate workers' compensation bill review; predict
loss reserves; detect, predict, and prevent workers' compensation fraud;
and increase workers' compensation payer and provider effectiveness.
Its software reviews and reprices more than $3 billion in medical
charges for property and casualty claims per year. In the financial
services industry, the products detect, predict and prevent credit card
fraud; manage the profitability of credit card portfolios; and automate
selecting and processing new customers. In the retail industry, HNC's
enterprise-wide merchandise management and data warehouse solutions
include SKU level sales forecasting, inventory management,
purchasing/receiving, price/promotion management, and
allocation/replenishment.
GROWTH
HNC has also grown by launching subsidiaries to address specific market
needs, forming strategic partnerships and through acquisitions. In 1996
the company established Aptex, an Internet solutions subsidiary that
develops text analysis applications. A year later, HNC acquired Retek
Information Systems, a leading supplier of enterprise-wide retail
management solutions. That led to a partnership in 1998 between Retek
and Oracle Corp. to provide Oracle(r) Retail(tm), which addresses the
specific business processes and information needs of retailers. Another
key partnership in 1998 was with Aptex and Genesys Telecommunications
Laboratories. Genesys, located in San Francisco, specializes in
customer interaction and computer telephony solutions. The companies
pooled their technological know how to provide a solution for businesses
that manage a large number of customer interactions via e-mail.
Also in 1998, HNC acquired Glastonbury, CT-based Open Solutions in a
stock and options deal worth about $124 million. That acquisition
provided entrée with small and medium-sized banks. Open Solutions'
products support a financial institution's processing for loans,
deposits and teller functions. Typical customers are banks and credit
unions with 10 branches or fewer. The deal created a significant
opportunity for HNC to develop new predictive solutions for a much
larger customer base - in 1998, for example, there were over 20,000
banking and depository institutions nationwide with assets exceeding $5
billion.
THE FUTURE
Innovation and extensive research and development have been the
hallmarks of HNC since its inception and will continue to be as the
company prepares to enter the 21st century. In 1998, for instance, HNC
unveiled Autoadvisor(tm), the first integrated medical repricing software
with a managed care component for the auto medical claims market. The
high-speed, high-volume medical decision processing engine helps
carriers, managed care companies and third party administrators reduce
the estimated $18 billion in unnecessary claims in the auto industry.
But perhaps the most exciting frontier awaiting exploration and
commercial development by HNC is in an area that scientists still know
very little about: the human brain. HNC is
working on a long-term research project launched in 1998 that is jointly
funded by HNC and the Defense Advanced Research Projects Agency (DARPA),
part of the U.S. Defense Department, to
investigate 'cortronic neural networks,' a concept originally proposed
by Robert Hecht-Nielsen, HNC's co-founder and chief scientist.
HNC hopes to develop new capabilities in the areas of textual, aural and
visual representation, and to actually build three new predictive,
neural-net based systems: one that reads, interprets and searches text
more effectively; a second recognizing speech and other sounds, enabling
users to perform audio searches; and a third that can scan for and
interpret images. The ultimate goal is to integrate all three systems.
The net result - machines that someday might be able to reason like
humans.
"This is the most important scientific challenge of our time, and
finding the answer will be the adventure of the millennium," says
Hecht-Nielsen.
Knowing HNC's successful track record in product development, look for
HNC to become an industry leader in this exciting new arena.