impact of machine learning technologies on legal …...impact of machine learning technologies on...
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Prof. Alexandre Pacheco da SilvaProf. Marina Feferbaum
Impact of machine learning technologies on legal practice of mass litigation
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Machine Learning
Litigation in Brazil
Final Remarks
Case 1: Sapiens
Case 2: Finch Solutions
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Brazilian Supreme Court Litigation Report (2017)
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- Brazilian population: 206 millions- New lawsuits: 27 million (per year)- Judicial Decisions: 27 millions (year)- Pending cases: 73 million - Permanent negative balance
Litigation in Brazil
- Top litigators in Brazil:- Federal Government- Banks- Brazilian States - Telecommunication Companies- Municipalities - Associations & Unions - Insurance Companies
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16%
8%
10%
10%13%
20%
23%
Labour Torts Procedings CriminalConsumer Tax Others
Distribution (Themes)
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Judicial Costs
Total: 21.6 billions (euros)
Staff:19.2 billions
(euros)84%
IT Resources:519 millions
(euros)2,4%
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Applications in the legal field
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Production line of petitions/requests (Management)
Consolidated legal arguments about the dispute (Patterns)
Large number of legal documents available (Dataset)
Mass Litigation
Intensive in human resources (Opportunity)
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Case I
Document management system
Virtual Assistant
Data Visualisation Platform
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SubjectDefendant Identification Type Due DateInitial Draft
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Autocomplete function (Algorithm)
Identification of a legal argument(Algorithm)
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Finch Solutions
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- Created by a Law Firm (2013)- Focus: Mass Litigation - Goal: Reduce Costs and Human
Resources- Hybrid teams: Engineers and
Lawyers
Finch Solutions
- Strategy:
- Develop solutions in legal services with machine learning tools (Xgracco)
- License and adapt solutions from other companies (IBM - Watson)
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Defendants Profile
(Neural Network)
Judges Profile
(Neural Network)
Virtual Assistant(Suggest
arguments and inform lawyers)
Crawler(Collect Judicial
decisions from
Court Site)
Risk
Assessment
(Predictive
Analysis)
i
i
ii
i
Services (Algorithms)
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The investments in technology (machine learning) are creating competitive advantages for legal institutions in mass litigation
There is a potential growth in access to justice and an opportunity to improve legal services to those who cannot afford it
The introduction of machine learning in mass litigation does not mean a reduction of the number of lawsuits
Final Remarks
As a University, we need to face the following dilemma: what will be the fundamental skills for a legal professional in this context?
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Thank you!
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