ILNews

Attorneys discover predictive coding

Marilyn Odendahl
October 10, 2012
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Indiana Lawyer Focus

In the world of searching for relevant documents in the recesses of email inboxes and hard drives, a new high-tech tool has appeared that, despite causing trepidation among some attorneys, will likely become commonly used during the discovery process to tame the growing volumes of data.

Predictive coding is the coming wave in electronic discovery. The software filters through electronically stored information and separates the responsive documents from the non-responsive ones. Although the process is not completely without human input, it is touted as reducing the amount of time and money involved in an e-discovery process because fewer lawyers are needed to sift through the reams of data.

rebecca biller Biller

This technology is being used or seriously considered in cases in other states, and Indiana attorneys anticipate it will be enlisted here very soon. The present concerns over predictive coding’s reliability may give way to pragmatism since electronic discovery is increasingly becoming part of litigation, and the massive amount of documents now stored on computers has begun to outweigh many law firms’ ability to do reviews by hand.

Indianapolis attorneys Becky Biller and John Papageorge believe predictive coding will appear in litigation in Indiana either this year or next. In fact, Papageorge, partner at Taft Stettinius & Hollister LLP, said his firm has a client “on the cusp” of using the technology.

As they await the arrival of predictive coding, Biller and Papageorge reflect the differing attitudes toward the software.

Biller, associate at Krieg DeVault LLP and co-chair of the firm’s electronic discovery and data management group, said she is excited to use the technology. In litigation with a high dollar value along with a large number of documents to review, the use of predictive coding will make sense.

john papageorge Papageorge

Papageorge, while not opposed to using the technology, admitted it makes him uneasy because clients, attorneys and judges will be relying on computers to do the work and hoping the algorithms are right.

Even so, it will likely have to be used, he said, because of the “staggering sums of money” that clients will have to pay if traditional methods of discovery are used to review the huge number of documents that are often part of e-discovery. As an example, Papageorge estimated that five to seven lawyers doing discovery all day, every day, for one or two weeks would be able to examine about 10,000 to 12,000 documents which compares to electronically stored information that can easily surpass a million, five million or more documents.

Not hocus pocus

Predictive coding is not about computers making all the decisions and taking jobs from lawyers, said Juliet Hanna and Caragh Landry, executives at Integreon, an international company that provides legal, research and business support to law firms, in-house legal departments and corporations. Rather, it is based on the pre-existing technology of clustering and concept searches to prioritize the documents so the attorney can better review them.

phillip fowler Fowler

“You have to have people involved in this,” Hanna, vice president of legal discovery services, said. “I think sometimes people get really scared because computers are taking over the world. … It’s not succeeding control to a computer. It’s using technology to work better.”

They compared the work of predictive coding to that of a paralegal. Just like a paralegal would take a box of documents into a conference room, separate the pieces of paper into different piles, and place a Post-it note labeling each stack, predictive coding categorizes electronic documents and, thereby, enhances an attorney’s ability to review the responsive information.

Both Papageorge and Phillip Fowler, partner at Bingham Greenebaum Doll LLP, outlined how predictive coding sorts the documents. Basically, an attorney will examine a seed set of documents and separate the relevant from the non-relevant. Then using this template, the algorithm is adjusted until the software can similarly identify relevant and non-relevant data.

Afterward, the attorney can review all documents that the computer selected as responsive or review a sample of those documents to test for quality – and to guard against privileged information being released – before turning the information over to opposing counsel.

“I see it as an opportunity for us to provide services we need to provide to our clients but at a reduced cost,” Fowler said.

juliet hanna Hanna

He also speculated that predictive coding could have a significant impact on litigation by sending more cases into the courtroom. Currently, clients often decide to settle because both sides get tired of paying the fees that come with protracted discoveries. With this technology’s ability to pare down a large volume of documents into a more manageable size, thus cutting the time and expense of review, more disputes may go to court where they will be judged on their merits.

Disclosing

A much publicized court opinion regarding predictive coding came in February from the U.S. District Court for the Southern District of New York. U.S. Magistrate Judge Andrew Peck approved the use of predictive coding in Monique Da Silva Moore, et al. v Publicis Groupe & MSL Group, 11 Civ. 1279 (ALC) (AJP), concluding that computer-assisted review is an available tool and should be considered in large data cases where its use might save money.

U.S. Magistrate Judge Mark J. Dinsmore of the U.S. District Court for the Southern District of Indiana has already had a case come before him where predictive coding was considered but ultimately not used because many of the electronic documents in the case were PDFs, and the software was not as successful in culling the responsive documents.

Dinsmore shied away from describing himself as “comfortable” with the technology but said he is “open-minded about it.” At this point, he said he could not imagine objecting to predictive coding if both sides agreed to its use.

caragh landry Landry

Landry and Hanna argued that attorneys do not have to disclose when they are employing predictive coding in the e-discovery process. The technology underlying the software has been around for years, and other methods of reviewing documents, like keyword searches, are not often disclosed to either the opposing counsel or to the court.

However, Indiana attorneys advised against keeping predictive coding a secret. Mostly because of the cost of the technology, which runs into six figures, disclosure is prudent to avoid having the other side raise challenges after the expense has been incurred. In addition, getting agreement early may limit objections later.

Biller views the federal courts as the best place for using predictive coding since the meet and confer requirement gives attorneys a forum to discuss and agree on the e-discovery process. Getting prior agreement would enhance the discovery process, she said, and eliminate disputes.

“It would be a real tragedy to invest in predictive coding only to have the other party in court challenge it and say, ‘You can’t use it’ because it is expensive,” Biller said.•

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  1. Applause, applause, applause ..... but, is this duty to serve the constitutional order not much more incumbent upon the State, whose only aim is to be pure and unadulterated justice, than defense counsel, who is also charged with gaining a result for a client? I agree both are responsible, but it seems to me that the government attorneys bear a burden much heavier than defense counsel .... "“I note, much as we did in Mechling v. State, 16 N.E.3d 1015 (Ind. Ct. App. 2014), trans. denied, that the attorneys representing the State and the defendant are both officers of the court and have a responsibility to correct any obvious errors at the time they are committed."

  2. Do I have to hire an attorney to get co-guardianship of my brother? My father has guardianship and my older sister was his co-guardian until this Dec 2014 when she passed and my father was me to go on as the co-guardian, but funds are limit and we need to get this process taken care of quickly as our fathers health isn't the greatest. So please advise me if there is anyway to do this our self or if it requires a lawyer? Thank you

  3. I have been on this program while on parole from 2011-2013. No person should be forced mentally to share private details of their personal life with total strangers. Also giving permission for a mental therapist to report to your parole agent that your not participating in group therapy because you don't have the financial mean to be in the group therapy. I was personally singled out and sent back three times for not having money and also sent back within the six month when you aren't to be sent according to state law. I will work to het this INSOMM's removed from this state. I also had twelve or thirteen parole agents with a fifteen month period. Thanks for your time.

  4. Our nation produces very few jurists of the caliber of Justice DOUGLAS and his peers these days. Here is that great civil libertarian, who recognized government as both a blessing and, when corrupted by ideological interests, a curse: "Once the investigator has only the conscience of government as a guide, the conscience can become ‘ravenous,’ as Cromwell, bent on destroying Thomas More, said in Bolt, A Man For All Seasons (1960), p. 120. The First Amendment mirrors many episodes where men, harried and harassed by government, sought refuge in their conscience, as these lines of Thomas More show: ‘MORE: And when we stand before God, and you are sent to Paradise for doing according to your conscience, *575 and I am damned for not doing according to mine, will you come with me, for fellowship? ‘CRANMER: So those of us whose names are there are damned, Sir Thomas? ‘MORE: I don't know, Your Grace. I have no window to look into another man's conscience. I condemn no one. ‘CRANMER: Then the matter is capable of question? ‘MORE: Certainly. ‘CRANMER: But that you owe obedience to your King is not capable of question. So weigh a doubt against a certainty—and sign. ‘MORE: Some men think the Earth is round, others think it flat; it is a matter capable of question. But if it is flat, will the King's command make it round? And if it is round, will the King's command flatten it? No, I will not sign.’ Id., pp. 132—133. DOUGLAS THEN WROTE: Where government is the Big Brother,11 privacy gives way to surveillance. **909 But our commitment is otherwise. *576 By the First Amendment we have staked our security on freedom to promote a multiplicity of ideas, to associate at will with kindred spirits, and to defy governmental intrusion into these precincts" Gibson v. Florida Legislative Investigation Comm., 372 U.S. 539, 574-76, 83 S. Ct. 889, 908-09, 9 L. Ed. 2d 929 (1963) Mr. Justice DOUGLAS, concurring. I write: Happy Memorial Day to all -- God please bless our fallen who lived and died to preserve constitutional governance in our wonderful series of Republics. And God open the eyes of those government officials who denounce the constitutions of these Republics by arbitrary actions arising out capricious motives.

  5. From back in the day before secularism got a stranglehold on Hoosier jurists comes this great excerpt via Indiana federal court judge Allan Sharp, dedicated to those many Indiana government attorneys (with whom I have dealt) who count the law as a mere tool, an optional tool that is not to be used when political correctness compels a more acceptable result than merely following the path that the law directs: ALLEN SHARP, District Judge. I. In a scene following a visit by Henry VIII to the home of Sir Thomas More, playwriter Robert Bolt puts the following words into the mouths of his characters: Margaret: Father, that man's bad. MORE: There is no law against that. ROPER: There is! God's law! MORE: Then God can arrest him. ROPER: Sophistication upon sophistication! MORE: No, sheer simplicity. The law, Roper, the law. I know what's legal not what's right. And I'll stick to what's legal. ROPER: Then you set man's law above God's! MORE: No, far below; but let me draw your attention to a fact I'm not God. The currents and eddies of right and wrong, which you find such plain sailing, I can't navigate. I'm no voyager. But in the thickets of law, oh, there I'm a forester. I doubt if there's a man alive who could follow me there, thank God... ALICE: (Exasperated, pointing after Rich) While you talk, he's gone! MORE: And go he should, if he was the Devil himself, until he broke the law! ROPER: So now you'd give the Devil benefit of law! MORE: Yes. What would you do? Cut a great road through the law to get after the Devil? ROPER: I'd cut down every law in England to do that! MORE: (Roused and excited) Oh? (Advances on Roper) And when the last law was down, and the Devil turned round on you where would you hide, Roper, the laws being flat? (He leaves *1257 him) This country's planted thick with laws from coast to coast man's laws, not God's and if you cut them down and you're just the man to do it d'you really think you would stand upright in the winds that would blow then? (Quietly) Yes, I'd give the Devil benefit of law, for my own safety's sake. ROPER: I have long suspected this; this is the golden calf; the law's your god. MORE: (Wearily) Oh, Roper, you're a fool, God's my god... (Rather bitterly) But I find him rather too (Very bitterly) subtle... I don't know where he is nor what he wants. ROPER: My God wants service, to the end and unremitting; nothing else! MORE: (Dryly) Are you sure that's God! He sounds like Moloch. But indeed it may be God And whoever hunts for me, Roper, God or Devil, will find me hiding in the thickets of the law! And I'll hide my daughter with me! Not hoist her up the mainmast of your seagoing principles! They put about too nimbly! (Exit More. They all look after him). Pgs. 65-67, A MAN FOR ALL SEASONS A Play in Two Acts, Robert Bolt, Random House, New York, 1960. Linley E. Pearson, Atty. Gen. of Indiana, Indianapolis, for defendants. Childs v. Duckworth, 509 F. Supp. 1254, 1256 (N.D. Ind. 1981) aff'd, 705 F.2d 915 (7th Cir. 1983)

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