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5,3. h&um&l f/nnAi Ma< - ?o, 1917- WsWBBSM Software Syntelligence programs a lender's logic into artificial software A banker in a box By G. Pascal Zachary Mercury News Business Writer cally has pioneered the use of computers in business, credit and underwriting assessment are two critical finance activities that have not been automated. "There's nobody else out there that is doing this," says Carol Weiszmann, editor of a newsletter on artificial intelligence markets M Natick, Mass. "Syntelligence is unique.** Hie price tag is high the firm's Lending Advisor Sheldon Bremer seems like a character from an adventure movie a real-life Indiana Jones who is as much at home traversing a Mexican jungle as he is running a computer software company. A respected geophysicist and the author of a lead- ing textbook in his field, Breiner has been called "the world's foremost finder of lost and buried objects." He credit analysis package will cost a bank at least has discovered, among other things, remnants of an- $500,000 initially but players in the financial ser- cient civilizations, avalanche victims, and nuclear submarines. His home in Portola Valley, less than 300 i^^^memiWm^^^ yards from the San Andreas is virtually a seismology tation, where Breiner monitors 1 quakes from around the globe. ; And to relax, he runs. Mara- vices industry already are eyeing Syntelligence's prSiJlw^.l "This offers a new possibility of analyzing an old science/ says Frank Abraham, senior vice president for credit policy at Security Pacific Bank, which is considering buying Lending Advisor. The lending software, of course, doesn't make cred- it decisions on its own; it Organizes loan files, crunches numbers and poses critical questions about individual borrowers or applicants. A simple way of looking at thons. With his Indiana Jones-curios- ty, it was not surprising that therelationship between the loan off icer and an artifi- jjk reiner would embrace artifi- cjal intelligence program is to envision a football iy cial intelligence, a new frontier quarterback and his coach. Although even experi- -I|H 1 for computer explorers that en- enced quarterbacks such as the 49ers* Joe Montana Wk ? I dows software with humanlike r] on't call all their own plays, they can always change wmmmmmm judgment for making decisions, the coach's play before the snap. Bremer He ran an oil exploration-equip- Similarly, a loan officer may override his comput- ment firm in Sunnyvale in the 1970s and was familiar cr > s own decision on a lending question. Syntellig- with Prospector, an early AI computer program de- ence's software even provides a handy computerized signed to aid geologists in exploration. At the time, memo to explain the reasons for the exception. Breiner thought designingcomputer programs to help prospectors find minerals was "a crackpot idea," he recalls. "I thought it would never work." "The computerized software can get the officer past the paper Work," says Samuel Tallman, a group vice president with First Wachovia of Winston-Salem, N.C, the man who provided some of the "expert" knowledge Of credit analysis on which the software is He's a convert But by the time he left his exploration firm in 1983 based. 'That will free the officer to devote more time he sold out to a larger firm for $40 million, he says to subjective analysis." Breiner had become an artificial intelligence zeal- Nevertheless, Tallman concedes that loan officers, ot. Teaming up with Peter Hart, a former SRI Inter- accustomed to sizing up borrowers with their gut, national engineer who had overseen the development not embrace Lending Advisor. "Some will wel- of Prospector, and a few other AI researchers, Brei- c^e it and use it avidly," he says. "But others will ner launched Syntelligence. The company, which introduced its first two prod- ucts last fall, makes "expert systems," which are computer programs that help people reach technical decisions. Expert systems don't actually think for people but instead answer a question by making an educated guess. The computer bases its answer on stored information and rules of thumb from human experts that have been codified in the expert system software. see it as an impediment and shun it." With giant loan losses wiping out earnings at many banks, loan officers may find that management will adopt Syntelligence's package simply to raise lending standards. At least one major bank already has or- dered its top lenders to train on the expert system. Big banks mean credibility A handful of firms across the country have brought expert systems to market, but none has entered Syn- telligence's niche. The Sunnyvale firm, which has mAM *ks»n *9.n miiUcm in venture ca_ital, has The involvement of WeHs Fargo Bank and First Wachovia Bank, two of the nation's best-run re#onal banks, in the development process also has piqued the interest of bankers. "That lends credibility," says Security Pacific's Abraham. Annther nlus: Unlike most other expert systems Henry RNa Director Sys City and Coi Age: 58 Budget: $3( Cross Coun boundaries. And wii als. Henry Nanjo an computer professio: track in America's 1; than $120 billion eve Over the ye have kept San Fran vative users of com izedfingerprint mal made headlines by i print from 4 weeks has beencredited solved crimes. Today, one oversee and coordi city and county. An on micros. On weeken i>ehind. And spend ■=■:

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Page 1: banker in - Stacksdc071dj5567/dc071dj5567.pdf5,3.h&um&lf/nnAi Ma

5,3. h&um&l f/nnAi Ma< - ?o, 1917-WsWBBSM Software

Syntelligence programsa lender's logicinto artificial software

A banker in a boxBy G. Pascal ZacharyMercury News Business Writer

cally has pioneered the use of computers in business,credit and underwriting assessment are two criticalfinance activities that have not been automated."There's nobody else out there that is doing this," saysCarol Weiszmann, editor of a newsletter on artificialintelligence markets M Natick, Mass. "Syntelligenceis unique.**

Hieprice tag is high

-~

thefirm's Lending Advisor

Sheldon Bremer seems like a character from anadventure movie — areal-life Indiana Joneswho is asmuch at home traversing a Mexican jungle as he isrunning a computer software company.

A respected geophysicist and the author of a lead-ing textbook in his field,Breiner has been called "theworld's foremost finder of lost and buried objects." He credit analysis package will cost a bank at leasthas discovered, among other things, remnants of an- $500,000 initially — but players in the financial ser-cient civilizations, avalanche victims, and nuclearsubmarines. His home in Portola Valley, less than 300i^^^memiWm^^^ yards from the San Andreas

is virtually a seismologytation, where Breiner monitors

1 quakes from around the globe.; And to relax, he runs. Mara-

vices industry already are eyeing Syntelligence'sprSiJlw^.l "This offers a new possibility of analyzingan old science/ says Frank Abraham, senior vicepresident for credit policy at Security Pacific Bank,which is considering buying Lending Advisor.

The lending software, of course, doesn't make cred-it decisions on itsown; it Organizes loan files,crunchesnumbers and poses critical questions about individualborrowers or applicants. A simple wayof looking at

thons.With his Indiana Jones-curios-

ty, it was not surprising that therelationship between the loanofficerand an artifi-jjk reiner would embrace artifi- cjal intelligence program is to envision a footballiy cial intelligence, a new frontier quarterback and his coach. Although even experi--I|H 1for computer explorers that en- enced quarterbacks such as the 49ers* Joe Montana

Wk ? I dows software with humanlike r]on't call all their own plays, they can always changewmmmmmm judgment for making decisions, the coach's play before the snap.Bremer Heran an oil exploration-equip- Similarly,a loan officer may override his comput-ment firm in Sunnyvale in the 1970sand was familiar cr>s own decision on a lending question. Syntellig-with Prospector, an early AI computer program de- ence's software even provides a handy computerizedsigned to aid geologists in exploration. At the time, memo to explain the reasons for the exception.Breiner thought designingcomputer programs to helpprospectors find minerals was "a crackpot idea," herecalls. "I thought it would never work."

"The computerized software can get the officerpast the paper Work," says Samuel Tallman, a groupvice president with First Wachovia of Winston-Salem,N.C, the man who provided some of the "expert"knowledge Of credit analysis on which the software isHe's a convert

But by the time he left his exploration firm in 1983 based. 'That will free the officer to devotemore time— he sold out to a larger firm for $40 million, he says to subjective analysis."— Breiner had become an artificial intelligence zeal- Nevertheless, Tallman concedes that loan officers,ot. Teaming up with Peter Hart, a former SRI Inter- accustomed to sizing up borrowers with their gut,national engineer who had overseen the development not embrace Lending Advisor. "Some will wel-of Prospector, and a few other AI researchers, Brei- c^e it — and use it avidly," he says. "But others willner launched Syntelligence.

The company, which introduced its first two prod-ucts last fall, makes "expert systems," which arecomputer programs that help people reach technicaldecisions. Expert systems don't actually think forpeople but instead answer a question by making aneducated guess. The computer bases its answer onstored information and rules of thumb from humanexperts that have been codified in the expert systemsoftware.

see it as an impediment and shun it."With giant loan losses wiping out earningsat many

banks, loan officers may find that management willadopt Syntelligence's package simply to raise lendingstandards. At least one major bank already has or-dered its top lenders to train on the expert system.Big banks mean credibility

A handful of firms across thecountry have broughtexpert systems to market, but none has entered Syn-telligence's niche. The Sunnyvale firm, which has

"oieA/f

mAM *ks»n *9.n miiUcm in venture ca_ital, has

The involvement of WeHs Fargo Bank and FirstWachovia Bank, two of the nation's best-run re#onalbanks, in the developmentprocess also has piqued theinterest of bankers. "That lends credibility," saysSecurity Pacific's Abraham.

Annther nlus: Unlike most other expert systems

HenryRNaDirector SysCity and CoiAge: 58Budget: $3(Cross Coun

boundaries. And wiials. Henry Nanjoancomputerprofessio:track in America's 1;than $120 billion eve

Over the yehavekept SanFranvative users ofcomizedfingerprint malmade headlinesby iprint from 4 weekshas beencreditedsolved crimes.

Today, oneoversee and coordicity andcounty. Anon micros.

On weekeni>ehind. And spend

■=■:

Page 2: banker in - Stacksdc071dj5567/dc071dj5567.pdf5,3.h&um&lf/nnAi Ma

Bremer would embrace artifi- a^ intelligence programVto ra^<^a7ortbailto«SS2?SI_IS £5^ quarterback andUs^ch. _th«S^_ _£££Lf°3^"fi?__s£: ■«*" quarterbacks such as the 4»er? Joe MontanaI .or compmer e*P orere mat

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gn^ quarterbacks such as the 49eiV Joe Montana C\Hr onrl CWj 3 fTL"0??"8 T* T?01*6 don't call all their own plays, the;

UtV and (~-"■UHkJH-l judgment for making decisions. coach's play before the snap* . "aJWs_ffl^_S£ EESt-S£S^ CrofCo!sS__xissftrMssai« SeSSSS/rrecalls "I thought it would

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wnrk " p. paper worn, says bamuel Tallman, a grouprecaus. l rnougrn it would never work. vice present with First Wachovia of Winston-Salem,He's a convert N-C, the man who provided some of the "expert"

But by the time he left his exploration firm in 1983 *Wf *?"*"" *-hesold out toa larger firm for $40 million, he says . 55L^2_l^^ to^^"^l~-Breiner had become an artificial intelligencezeal- S_^__i^?P' Mot. Teaming up with Peter Hart, a former SRI Inter- accSS^d^^Z^^^^t^'national engineer who had overseen the development ?ST" «Sl *$of Prospector, and a few other AI researchers^- ££?.?*"S^hlS^^^ Z*1*£ncr launched Syntelligence. g?s*^fflK*_^_ s£ff??'»^otherswffl

The company, which introduced its first two prod- "^t^lSfi!S2S_^/ ,nets test ftu^ niakes "expert systems," which are J^?^\^S^^& eara^ *f3^computer programs that hrfp people reach technical 11decisions. Expert systems do?t actually think tor SfiEtaSfffCS ""^P*?^*fi^S***people but instead aWr a question by

yirSg m S^^wSS^SSR ""2*0* °^educated guess. The computer bases ite answe? on der6d ltS top lenders to *"* on *** «^rtsystem,stored information and rules of thumb from human Bis banks mean credibility

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. . <fexpafcthat have been codified in the expert system b, tavolvem(art 0, Wells Fargo Bank and First TcSS'o,A handful of firms armss rh#» mnnrn;haw hw«.«hf Wacbovia Bank, two of the nation's best-nip regional oversee and cooiexp\rS^fto^^bSenTSSsSfi£ f **telligence's niche. The Sunnyvale firm, which has SS, itJS*^^ credibility," says on micros.

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tailoredits first oroducts to commercial loafoffeSs J&*!L?lvs[ most other expert systems behind. And spetailored its first products to commercial loa_ officers «£ SSISSffT?" TS^ **"*' . sp?at banks and insurance company underwriters. And JS&iSI crOSS cKtry skthe comoanv already has sisned tin a half-diS" ".its underwriting counterpart run on lnternational InformatZt^SZ^S%^^^^fSKKT to*"** ****» CorP/s "»_*«!» «>^Puters and wift individualvi

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which^^essentially maketools for appacatiOßSsoftwaredevelopers."In contrast to the first-generatiott tool makers

such as Teknowledge, which haVe fac^ difficultiesafter their initial successes," says Sy Kaufman, amanaging partner at Robertson Colman & Stephens,an investment banker In San Francisco. "I thinkSyntelligence is a whole lot more appealing."

■■ Hackers

Sales take time

J. Ennis Kirkland

Despite the interest, Breiner doesn't expect a rushof early sales, Even though IBM has agreed this,month to market Syntelligence'stwo packages, salesof the big-ticket products may well ramp up slowly."You've got to convince people to buy somethingthat's very expensive*" says Pierre Lamond of Se-quoia Capital, a MenloPark venture capital firm thathas invested in Syntelligence, "That takes some timeSales will grow slowly at first"Yet Syntelligence has a big bankroll Thecompany

has spent $15 million developing its products — anenormous amount for a software start-up, but thecomplexity of translating the expert systems fromspecialized computers to an IBM delayed theproductsat least a year^ Breiner concedes. But this month,Breiner won commitments from twoBritish investorsfor $3.2 million in venture funds and expects to closeon $2 million shortly.

"It's a big gamble," Breiner says soberly, whenthinking about his firm's prospects. But it seems agambleworth taking. Says venturecapitalist Lamond:"The market is huge. If this catches on, Syntelligencecould be a

$100

million company."