{"id":29226,"date":"2026-04-15T00:13:00","date_gmt":"2026-04-14T23:13:00","guid":{"rendered":"https:\/\/wpcms.chambers.com\/?post_type=topics&#038;p=29226"},"modified":"2026-04-17T09:52:58","modified_gmt":"2026-04-17T08:52:58","slug":"the-ai-arms-race-in-the-courts","status":"publish","type":"topics","link":"https:\/\/wpcms.chambers.com\/topics\/the-ai-arms-race-in-the-courts\/","title":{"rendered":"The AI Arms Race in the Courts"},"content":{"rendered":"\n<p>How consumer litigation entered the era of algorithmic response in Brazil and why it brings human interpretation back to the centre of strategy<\/p>\n\n\n\n<p><em><a href=\"https:\/\/chambers.com\/topics\/a-guerra-das-ias-nos-tribunais\">Para ler o artigo em portugu\u00eas, clique aqui<\/a><\/em><\/p>\n\n\n\n<p>At the airport,&nbsp;before even collecting their luggage, a passenger receives a message on their phone. The flight was delayed by three hours. A platform offers hundreds of&nbsp;Brazilian&nbsp;reais in exchange for&nbsp;selling the right to compensation. Within minutes, the ticket data are converted into a claim. The case is filed. The proceedings begin.&nbsp;<\/p>\n\n\n\n<p>Scenes like this have become commonplace.&nbsp;Brazil now registers an unusually high volume of passenger lawsuits&nbsp;against airlines, far above international averages. The phenomenon reflects a system&nbsp;operating&nbsp;at a&nbsp;scale of litigation that is disproportionate by any standard, as documented in the&nbsp;<a href=\"https:\/\/www.cnj.jus.br\/wp-content\/uploads\/2025\/11\/justica-em-numeros-2025.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Justice in Numbers 2025<\/em><\/a>&nbsp;report by the National Council of Justice (CNJ), which&nbsp;consolidates&nbsp;official data on Brazil\u2019s procedural volume.&nbsp;<\/p>\n\n\n\n\n\n<p><em>When comparing Brazil with EU member states using data from the&nbsp;<\/em><a href=\"https:\/\/www.coe.int\/en\/web\/cepej\" target=\"_blank\" rel=\"noreferrer noopener\"><em>European Commission for the Efficiency of Justice (CEPEJ)<\/em><\/a><em>, the report reveals a structural imbalance.<\/em>&nbsp;<em>The rate at which demand is met in Brazil is higher than in Europe. Brazilian judges are, comparatively, more productive\u2014but they face an incoming caseload that has no parallel&nbsp;on the European continent.<\/em>&nbsp;<\/p>\n\n\n\n\n\n<p><em>Source:&nbsp;Justi\u00e7a em N\u00fameros 2025,&nbsp;Conselho Nacional de Justi\u00e7a (CNJ)<\/em><\/p>\n\n\n\n<p>But the phenomenon has evolved. Consumer litigation has entered a new phase\u2014less visible and more sophisticated. Automated claims are now met with automated responses. It is no longer merely a dispute between lawyers. It is a battle of algorithm against algorithm. Research conducted for the launch of the&nbsp;<em>Chambers Brazil Contentious&nbsp;Guide 2026<\/em>&nbsp;confirms this shift. Law firms and inhouse legal teams repeatedly highlighted the&nbsp;central role&nbsp;of technology in managing&nbsp;<a href=\"https:\/\/chambers.com\/legal-rankings\/consumer-law-brazil-95:16:41:1?l=en-GB\" target=\"_blank\" rel=\"noreferrer noopener\">consumer disputes<\/a>.&nbsp;<\/p>\n\n\n\n\n\n<p>Institutional recognition of predatory litigation as a systemic problem is&nbsp;relatively recent. In 2024, the CNJ issued&nbsp;<a href=\"https:\/\/atos.cnj.jus.br\/files\/original2331012024102367198735c5fef.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Recommendation No. 159\/2024<\/a>, guiding courts to adopt measures to&nbsp;identify&nbsp;and address abusive patterns of mass litigation. The measure formalised what practitioners had already&nbsp;observed: the coordinated repetition of claims with weak factual grounding and high economic pressure.&nbsp;<\/p>\n\n\n\n<p>For defendants, advantage no longer lies in responding to each claim individually, but in the ability to decipher the logic behind the repetitive demands. Lawyers now confront not only the merits of&nbsp;a single case, but the architecture that produced it. Jurimetrics tools make it possible to map concentration by lawyer, repetition of arguments, anomalous distribution across courts, and documentary inconsistencies.&nbsp;<\/p>\n\n\n\n<p>Cases like the one that follows are routine. A single firm files dozens of actions per day against the same company. The pattern repeats: real\u00a0claimants but\u00a0living in other cities;\u00a0near-identical\u00a0narratives. By analysing the full\u00a0caseload\u00a0with the support of an AI tool designed for pattern detection, the company\u00a0finds\u00a0a high volume of claims filed by the same lawyer, with\u00a0virtually identical\u00a0texts. The\u00a0combined\u00a0value of the judgments reaches millions.\u00a0Because the automated response\u00a0operates\u00a0at a structural rather than an individual, case\u2011by\u2011case level, it is possible to reduce the amount effectively paid by a significant margin. In situations already\u00a0observed,\u00a0the final sum disbursed has fallen to approximately 1% of the\u00a0initial\u00a0exposure.\u00a0<\/p>\n\n\n\n<p>This type of approach mirrors the logic of the\u00a0<a href=\"https:\/\/www.cnj.jus.br\/tecnologia-da-informacao-e-comunicacao\/centro-de-inteligencia-do-poder-judiciario-cipj\/\" target=\"_blank\" rel=\"noreferrer noopener\">Judiciary\u2019s Intelligence Centres<\/a>, created to\u00a0identify\u00a0repetitive claims and anomalous patterns. Courts such as the S\u00e3o Paulo Court of Justice (TJSP) and the Federal District Court (TJDFT) have published technical notes on predatory litigation and abusive\u00a0claim-splitting, formally recognising the phenomenon.\u00a0<\/p>\n\n\n\n\n\n<p>Brazil offers particularly fertile ground for this dynamic. Broad,\u00a0low-cost\u00a0access to small claims courts, the digitalisation of the judiciary, and a strong\u00a0consumer-protection\u00a0culture have lowered the barriers to litigation. Electronic proceedings have\u00a0removed geographical constraints. As a result, forum selection has become strategic\u2014a practice known as forum shopping.\u00a0<\/p>\n\n\n\n\n\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>&nbsp;<\/p>\n\n\n\n<p>The aviation sector serves as a laboratory for this experiment. Although Brazil accounts for&nbsp;roughly 3%&nbsp;of global air traffic, it&nbsp;is responsible for&nbsp;<a href=\"https:\/\/www.jota.info\/tributos-e-empresas\/mercado\/abear-ressalta-excesso-de-judicializacao-no-setor-aereo-apos-stf-suspender-processos\" target=\"_blank\" rel=\"noreferrer noopener\">95% of the sector\u2019s lawsuits worldwide<\/a>. A&nbsp;<a href=\"https:\/\/www.migalhas.com.br\/depeso\/443336\/litigancia-abusiva-e-os-sites-abutres-na-aviacao-civil\" target=\"_blank\" rel=\"noreferrer noopener\">study by Abear<\/a>&nbsp;monitoring 20,000 flights by Brazilian airlines in Latin America\u2014with a sample of 46% Brazilians and 54% foreigners\u2014found that one in every 362 Brazilian passengers sought some form of judicial redress, compared with one in every 7,432 foreign passengers.&nbsp;<\/p>\n\n\n\n<div style=\"\n    font-family: Public Sans, sans-serif; \n    color: #002b49; \n    border: 1px solid #002b49; \n    padding: 16px 20px; \n    margin-bottom: 24px; \n    border-radius: 4px;\n    width: 100%;\n\">\n \n  <div style=\"font-size: 1rem; line-height: 1.6;\">\n<p><strong>The imbalance in aviation litigation<\/strong><\/p>\n \n    <p>Brazil&#8217;s aviation sector concentrates a volume of legal claims that is disproportionate to its share of global market.<\/p>\n \n<p><strong>3%<\/strong> is the number of Brazil&#8217;s share of global air network<\/p>\n \n<p><strong>95%<\/strong> is the number of Brazil&#8217;s share of judicial actions<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Litigation rate per passenger in Latin America<\/strong>:<\/p>\n\n\n\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Public+Sans:wght@300;400;500;700&amp;display=swap\" rel=\"stylesheet\">\n \n<style>\n\ntable.borderless {\n\n  border-collapse: collapse;\n\n  border: none;\n\n  width: 100%;\n\n  max-width: 950px;\n\n  margin: 32px auto;\n\n  font-family: 'Public Sans', sans-serif;\n\n}\n \ntable.borderless th,\n\ntable.borderless td {\n\n  border: none;\n\n  padding: 18px 32px;\n\n  text-align: center;\n\n}\n \n\/* faint vertical separators between columns *\/\n\ntable.borderless th + th,\n\ntable.borderless td + td {\n\n  border-left: 1px solid rgba(0,0,0,0.3);\n\n}\n\/* horizontal line under header *\/\ntable.borderless thead tr {\n  border-bottom: 1px solid rgba(0,0,0,0.3);\n}\n \n\/* headings *\/\n\ntable.borderless thead th {\n\n  font-size: 1.25rem;\n\n  font-weight: 300 !important;\n\n  color: #000000;\n\n}\n \n\/* dates *\/\n\ntable.borderless tbody td {\n\n  font-size: 1.05rem;\n\n  font-weight: 300 !important;\n\n  color: #006CE0;\n\n}\n<\/style>\n \n<table class=\"borderless\">\n<thead>\n<tr>\n<th><strong>Origin<\/strong><\/th>\n<th>Legal actions<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Brazil<\/td>\n<td>1 in every 362<\/td>\n<\/tr>\n<\/tbody>\n<tbody>\n<tr>\n<td>Other countries<\/td>\n<td>1 in every 7,432<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p>The volume of claims is high,\u00a0the issues are highly standardised, and individual values are\u00a0relatively low. It is the ideal environment for testing automated\u00a0claim-generation\u00a0models\u2014and now, automated detection of the patterns that sustain them.\u00a0<\/p>\n\n\n\n\n\n<p>There is an obvious risk.&nbsp;When litigation begins to be treated as a standardised routine,&nbsp;the ability to distinguish mass claims from strategic ones is lost\u2014in a field that also hosts complex and structural debates.&nbsp;<\/p>\n\n\n\n\n\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>\u00a0<\/p>\n\n\n\n<p>Yet this same context creates an opportunity. Data-driven approaches reintroduce nuance where repetition once dominated. In recent cases, courts have recognised predatory litigation patterns, dismissed claims, and imposed bad-faith penalties. The impact of these decisions goes beyond the individual case and sends a clear institutional signal.<\/p>\n\n\n\n<p>It is within this scenario that the metaphor of an AI&nbsp;battle&nbsp;takes on strategic relevance. In the first phase of mass litigation, the advantage lay with those who filed the most claims. In the second, it lies with those who best interpret the patterns to re\u2011establish&nbsp;distinctions between the legitimate&nbsp;and the fabricated. Interpretation becomes the differentiating factor, reopening space for qualified human intervention&nbsp;and&nbsp;shifting professionals from repetitive work to interpretive work.&nbsp;<\/p>\n","protected":false},"featured_media":0,"parent":0,"template":"","categories":[],"tags":[],"publication":[],"blocks":[{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>How consumer litigation entered the era of algorithmic response in Brazil and why it brings human interpretation back to the centre of strategy<\/p>\n","innerContent":["\n<p>How consumer litigation entered the era of algorithmic response in Brazil and why it brings human interpretation back to the centre of strategy<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><em><a href=\"https:\/\/chambers.com\/topics\/a-guerra-das-ias-nos-tribunais\">Para ler o artigo em portugu\u00eas, clique aqui<\/a><\/em><\/p>\n","innerContent":["\n<p><em><a href=\"https:\/\/chambers.com\/topics\/a-guerra-das-ias-nos-tribunais\">Para ler o artigo em portugu\u00eas, clique aqui<\/a><\/em><\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>At the airport,&nbsp;before even collecting their luggage, a passenger receives a message on their phone. The flight was delayed by three hours. A platform offers hundreds of&nbsp;Brazilian&nbsp;reais in exchange for&nbsp;selling the right to compensation. Within minutes, the ticket data are converted into a claim. The case is filed. The proceedings begin.&nbsp;<\/p>\n","innerContent":["\n<p>At the airport,&nbsp;before even collecting their luggage, a passenger receives a message on their phone. The flight was delayed by three hours. A platform offers hundreds of&nbsp;Brazilian&nbsp;reais in exchange for&nbsp;selling the right to compensation. Within minutes, the ticket data are converted into a claim. The case is filed. The proceedings begin.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>Scenes like this have become commonplace.&nbsp;Brazil now registers an unusually high volume of passenger lawsuits&nbsp;against airlines, far above international averages. The phenomenon reflects a system&nbsp;operating&nbsp;at a&nbsp;scale of litigation that is disproportionate by any standard, as documented in the&nbsp;<a href=\"https:\/\/www.cnj.jus.br\/wp-content\/uploads\/2025\/11\/justica-em-numeros-2025.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Justice in Numbers 2025<\/em><\/a>&nbsp;report by the National Council of Justice (CNJ), which&nbsp;consolidates&nbsp;official data on Brazil\u2019s procedural volume.&nbsp;<\/p>\n","innerContent":["\n<p>Scenes like this have become commonplace.&nbsp;Brazil now registers an unusually high volume of passenger lawsuits&nbsp;against airlines, far above international averages. The phenomenon reflects a system&nbsp;operating&nbsp;at a&nbsp;scale of litigation that is disproportionate by any standard, as documented in the&nbsp;<a href=\"https:\/\/www.cnj.jus.br\/wp-content\/uploads\/2025\/11\/justica-em-numeros-2025.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Justice in Numbers 2025<\/em><\/a>&nbsp;report by the National Council of Justice (CNJ), which&nbsp;consolidates&nbsp;official data on Brazil\u2019s procedural volume.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-header","attrs":{"header":"Productivity is not the issue. The problem is scale ","headerLevel":"2","blockId":"1xKyCu","blockUniqueClass":"lazyblock-chambers-header-1xKyCu"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><em>When comparing Brazil with EU member states using data from the&nbsp;<\/em><a href=\"https:\/\/www.coe.int\/en\/web\/cepej\" target=\"_blank\" rel=\"noreferrer noopener\"><em>European Commission for the Efficiency of Justice (CEPEJ)<\/em><\/a><em>, the report reveals a structural imbalance.<\/em>&nbsp;<em>The rate at which demand is met in Brazil is higher than in Europe. Brazilian judges are, comparatively, more productive\u2014but they face an incoming caseload that has no parallel&nbsp;on the European continent.<\/em>&nbsp;<\/p>\n","innerContent":["\n<p><em>When comparing Brazil with EU member states using data from the&nbsp;<\/em><a href=\"https:\/\/www.coe.int\/en\/web\/cepej\" target=\"_blank\" rel=\"noreferrer noopener\"><em>European Commission for the Efficiency of Justice (CEPEJ)<\/em><\/a><em>, the report reveals a structural imbalance.<\/em>&nbsp;<em>The rate at which demand is met in Brazil is higher than in Europe. Brazilian judges are, comparatively, more productive\u2014but they face an incoming caseload that has no parallel&nbsp;on the European continent.<\/em>&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-media-list","attrs":{"media-list":"%5B%7B%22title%22:%22Pending%20cases%22,%22content%22:%22Brazil%20has%2014.7%20times%20more%20pending%20cases%20per%20100%20inhabitants%20than%20the%20EU%20average.%22,%22image%22:%7B%22alt%22:%22%22,%22title%22:%22icon-doc-small%22,%22caption%22:%22%22,%22description%22:%22%22,%22id%22:19722,%22link%22:%22https:\/\/wpcms.chambers.com\/topics\/dummy-1\/icon-doc-small\/%22,%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2024\/02\/15090230\/icon-doc-small.png%22,%22sizes%22:%7B%22full%22:%7B%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2024\/02\/15090230\/icon-doc-small.png%22,%22height%22:100,%22width%22:100,%22orientation%22:%22landscape%22%7D%7D%7D%7D,%7B%22image%22:%7B%22alt%22:%22%22,%22title%22:%22icon-Professional-Negligence-small%22,%22caption%22:%22%22,%22description%22:%22%22,%22id%22:22306,%22link%22:%22https:\/\/wpcms.chambers.com\/topics\/dummy-1\/icon-professional-negligence-small\/%22,%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2024\/10\/16113050\/icon-Professional-Negligence-small.png%22,%22sizes%22:%7B%22full%22:%7B%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2024\/10\/16113050\/icon-Professional-Negligence-small.png%22,%22height%22:100,%22width%22:100,%22orientation%22:%22landscape%22%7D%7D%7D,%22title%22:%22Judicial%20demand%22,%22content%22:%22Demand%20for%20judicial%20services%20is%204.18%20times%20higher%20than%20the%20recorded%20across%20European%20countries.%22%7D,%7B%22image%22:%7B%22alt%22:%22%22,%22title%22:%22icon-scales-small%22,%22caption%22:%22%22,%22description%22:%22%22,%22id%22:17965,%22link%22:%22https:\/\/wpcms.chambers.com\/icon-scales-small\/%22,%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2023\/10\/18110025\/icon-scales-small.png%22,%22sizes%22:%7B%22full%22:%7B%22url%22:%22https:\/\/assets.chambers.com\/wp-content\/uploads\/2023\/10\/18110025\/icon-scales-small.png%22,%22height%22:100,%22width%22:100,%22orientation%22:%22landscape%22%7D%7D%7D,%22title%22:%22Case%20per%20judge%22,%22content%22:%22Each%20Brazilian%20judge%20receives,%20on%20average,%208.4%20times%20more%20new%20cases%20than%20their%20European%20counterparts.%22%7D%5D","blockId":"SlGcU","blockUniqueClass":"lazyblock-chambers-media-list-SlGcU"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><em>Source:&nbsp;Justi\u00e7a em N\u00fameros 2025,&nbsp;Conselho Nacional de Justi\u00e7a (CNJ)<\/em><\/p>\n","innerContent":["\n<p><em>Source:&nbsp;Justi\u00e7a em N\u00fameros 2025,&nbsp;Conselho Nacional de Justi\u00e7a (CNJ)<\/em><\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>But the phenomenon has evolved. Consumer litigation has entered a new phase\u2014less visible and more sophisticated. Automated claims are now met with automated responses. It is no longer merely a dispute between lawyers. It is a battle of algorithm against algorithm. Research conducted for the launch of the&nbsp;<em>Chambers Brazil Contentious&nbsp;Guide 2026<\/em>&nbsp;confirms this shift. Law firms and inhouse legal teams repeatedly highlighted the&nbsp;central role&nbsp;of technology in managing&nbsp;<a href=\"https:\/\/chambers.com\/legal-rankings\/consumer-law-brazil-95:16:41:1?l=en-GB\" target=\"_blank\" rel=\"noreferrer noopener\">consumer disputes<\/a>.&nbsp;<\/p>\n","innerContent":["\n<p>But the phenomenon has evolved. Consumer litigation has entered a new phase\u2014less visible and more sophisticated. Automated claims are now met with automated responses. It is no longer merely a dispute between lawyers. It is a battle of algorithm against algorithm. Research conducted for the launch of the&nbsp;<em>Chambers Brazil Contentious&nbsp;Guide 2026<\/em>&nbsp;confirms this shift. Law firms and inhouse legal teams repeatedly highlighted the&nbsp;central role&nbsp;of technology in managing&nbsp;<a href=\"https:\/\/chambers.com\/legal-rankings\/consumer-law-brazil-95:16:41:1?l=en-GB\" target=\"_blank\" rel=\"noreferrer noopener\">consumer disputes<\/a>.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-header","attrs":{"header":"From scale to intelligence ","headerLevel":"2","blockId":"Z1fSKlq","blockUniqueClass":"lazyblock-chambers-header-Z1fSKlq"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>Institutional recognition of predatory litigation as a systemic problem is&nbsp;relatively recent. In 2024, the CNJ issued&nbsp;<a href=\"https:\/\/atos.cnj.jus.br\/files\/original2331012024102367198735c5fef.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Recommendation No. 159\/2024<\/a>, guiding courts to adopt measures to&nbsp;identify&nbsp;and address abusive patterns of mass litigation. The measure formalised what practitioners had already&nbsp;observed: the coordinated repetition of claims with weak factual grounding and high economic pressure.&nbsp;<\/p>\n","innerContent":["\n<p>Institutional recognition of predatory litigation as a systemic problem is&nbsp;relatively recent. In 2024, the CNJ issued&nbsp;<a href=\"https:\/\/atos.cnj.jus.br\/files\/original2331012024102367198735c5fef.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Recommendation No. 159\/2024<\/a>, guiding courts to adopt measures to&nbsp;identify&nbsp;and address abusive patterns of mass litigation. The measure formalised what practitioners had already&nbsp;observed: the coordinated repetition of claims with weak factual grounding and high economic pressure.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>For defendants, advantage no longer lies in responding to each claim individually, but in the ability to decipher the logic behind the repetitive demands. Lawyers now confront not only the merits of&nbsp;a single case, but the architecture that produced it. Jurimetrics tools make it possible to map concentration by lawyer, repetition of arguments, anomalous distribution across courts, and documentary inconsistencies.&nbsp;<\/p>\n","innerContent":["\n<p>For defendants, advantage no longer lies in responding to each claim individually, but in the ability to decipher the logic behind the repetitive demands. Lawyers now confront not only the merits of&nbsp;a single case, but the architecture that produced it. Jurimetrics tools make it possible to map concentration by lawyer, repetition of arguments, anomalous distribution across courts, and documentary inconsistencies.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>Cases like the one that follows are routine. A single firm files dozens of actions per day against the same company. The pattern repeats: real\u00a0claimants but\u00a0living in other cities;\u00a0near-identical\u00a0narratives. By analysing the full\u00a0caseload\u00a0with the support of an AI tool designed for pattern detection, the company\u00a0finds\u00a0a high volume of claims filed by the same lawyer, with\u00a0virtually identical\u00a0texts. The\u00a0combined\u00a0value of the judgments reaches millions.\u00a0Because the automated response\u00a0operates\u00a0at a structural rather than an individual, case\u2011by\u2011case level, it is possible to reduce the amount effectively paid by a significant margin. In situations already\u00a0observed,\u00a0the final sum disbursed has fallen to approximately 1% of the\u00a0initial\u00a0exposure.\u00a0<\/p>\n","innerContent":["\n<p>Cases like the one that follows are routine. A single firm files dozens of actions per day against the same company. The pattern repeats: real\u00a0claimants but\u00a0living in other cities;\u00a0near-identical\u00a0narratives. By analysing the full\u00a0caseload\u00a0with the support of an AI tool designed for pattern detection, the company\u00a0finds\u00a0a high volume of claims filed by the same lawyer, with\u00a0virtually identical\u00a0texts. The\u00a0combined\u00a0value of the judgments reaches millions.\u00a0Because the automated response\u00a0operates\u00a0at a structural rather than an individual, case\u2011by\u2011case level, it is possible to reduce the amount effectively paid by a significant margin. In situations already\u00a0observed,\u00a0the final sum disbursed has fallen to approximately 1% of the\u00a0initial\u00a0exposure.\u00a0<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>This type of approach mirrors the logic of the\u00a0<a href=\"https:\/\/www.cnj.jus.br\/tecnologia-da-informacao-e-comunicacao\/centro-de-inteligencia-do-poder-judiciario-cipj\/\" target=\"_blank\" rel=\"noreferrer noopener\">Judiciary\u2019s Intelligence Centres<\/a>, created to\u00a0identify\u00a0repetitive claims and anomalous patterns. Courts such as the S\u00e3o Paulo Court of Justice (TJSP) and the Federal District Court (TJDFT) have published technical notes on predatory litigation and abusive\u00a0claim-splitting, formally recognising the phenomenon.\u00a0<\/p>\n","innerContent":["\n<p>This type of approach mirrors the logic of the\u00a0<a href=\"https:\/\/www.cnj.jus.br\/tecnologia-da-informacao-e-comunicacao\/centro-de-inteligencia-do-poder-judiciario-cipj\/\" target=\"_blank\" rel=\"noreferrer noopener\">Judiciary\u2019s Intelligence Centres<\/a>, created to\u00a0identify\u00a0repetitive claims and anomalous patterns. Courts such as the S\u00e3o Paulo Court of Justice (TJSP) and the Federal District Court (TJDFT) have published technical notes on predatory litigation and abusive\u00a0claim-splitting, formally recognising the phenomenon.\u00a0<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-header","attrs":{"header":"A system that fuels volume ","headerLevel":"2","blockId":"2noPez","blockUniqueClass":"lazyblock-chambers-header-2noPez"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>Brazil offers particularly fertile ground for this dynamic. Broad,\u00a0low-cost\u00a0access to small claims courts, the digitalisation of the judiciary, and a strong\u00a0consumer-protection\u00a0culture have lowered the barriers to litigation. Electronic proceedings have\u00a0removed geographical constraints. As a result, forum selection has become strategic\u2014a practice known as forum shopping.\u00a0<\/p>\n","innerContent":["\n<p>Brazil offers particularly fertile ground for this dynamic. Broad,\u00a0low-cost\u00a0access to small claims courts, the digitalisation of the judiciary, and a strong\u00a0consumer-protection\u00a0culture have lowered the barriers to litigation. Electronic proceedings have\u00a0removed geographical constraints. As a result, forum selection has become strategic\u2014a practice known as forum shopping.\u00a0<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-quote","attrs":{"quote":"<p>\"The challenge is to preserve access to justice without allowing it to be industrialised.\"\u00a0<\/p>","blockId":"ihMW4","blockUniqueClass":"lazyblock-chambers-quote-ihMW4"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>&nbsp;<\/p>\n","innerContent":["\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>The aviation sector serves as a laboratory for this experiment. Although Brazil accounts for&nbsp;roughly 3%&nbsp;of global air traffic, it&nbsp;is responsible for&nbsp;<a href=\"https:\/\/www.jota.info\/tributos-e-empresas\/mercado\/abear-ressalta-excesso-de-judicializacao-no-setor-aereo-apos-stf-suspender-processos\" target=\"_blank\" rel=\"noreferrer noopener\">95% of the sector\u2019s lawsuits worldwide<\/a>. A&nbsp;<a href=\"https:\/\/www.migalhas.com.br\/depeso\/443336\/litigancia-abusiva-e-os-sites-abutres-na-aviacao-civil\" target=\"_blank\" rel=\"noreferrer noopener\">study by Abear<\/a>&nbsp;monitoring 20,000 flights by Brazilian airlines in Latin America\u2014with a sample of 46% Brazilians and 54% foreigners\u2014found that one in every 362 Brazilian passengers sought some form of judicial redress, compared with one in every 7,432 foreign passengers.&nbsp;<\/p>\n","innerContent":["\n<p>The aviation sector serves as a laboratory for this experiment. Although Brazil accounts for&nbsp;roughly 3%&nbsp;of global air traffic, it&nbsp;is responsible for&nbsp;<a href=\"https:\/\/www.jota.info\/tributos-e-empresas\/mercado\/abear-ressalta-excesso-de-judicializacao-no-setor-aereo-apos-stf-suspender-processos\" target=\"_blank\" rel=\"noreferrer noopener\">95% of the sector\u2019s lawsuits worldwide<\/a>. A&nbsp;<a href=\"https:\/\/www.migalhas.com.br\/depeso\/443336\/litigancia-abusiva-e-os-sites-abutres-na-aviacao-civil\" target=\"_blank\" rel=\"noreferrer noopener\">study by Abear<\/a>&nbsp;monitoring 20,000 flights by Brazilian airlines in Latin America\u2014with a sample of 46% Brazilians and 54% foreigners\u2014found that one in every 362 Brazilian passengers sought some form of judicial redress, compared with one in every 7,432 foreign passengers.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/html","attrs":[],"innerBlocks":[],"innerHTML":"\n<div style=\"\n    font-family: Public Sans, sans-serif; \n    color: #002b49; \n    border: 1px solid #002b49; \n    padding: 16px 20px; \n    margin-bottom: 24px; \n    border-radius: 4px;\n    width: 100%;\n\">\n \n  <div style=\"font-size: 1rem; line-height: 1.6;\">\n<p><strong>The imbalance in aviation litigation<\/strong><\/p>\n \n    <p>Brazil's aviation sector concentrates a volume of legal claims that is disproportionate to its share of global market.<\/p>\n \n<p><strong>3%<\/strong> is the number of Brazil's share of global air network<\/p>\n \n<p><strong>95%<\/strong> is the number of Brazil's share of judicial actions<\/p>\n<\/div>\n<\/div>\n","innerContent":["\n<div style=\"\n    font-family: Public Sans, sans-serif; \n    color: #002b49; \n    border: 1px solid #002b49; \n    padding: 16px 20px; \n    margin-bottom: 24px; \n    border-radius: 4px;\n    width: 100%;\n\">\n \n  <div style=\"font-size: 1rem; line-height: 1.6;\">\n<p><strong>The imbalance in aviation litigation<\/strong><\/p>\n \n    <p>Brazil's aviation sector concentrates a volume of legal claims that is disproportionate to its share of global market.<\/p>\n \n<p><strong>3%<\/strong> is the number of Brazil's share of global air network<\/p>\n \n<p><strong>95%<\/strong> is the number of Brazil's share of judicial actions<\/p>\n<\/div>\n<\/div>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><strong>Litigation rate per passenger in Latin America<\/strong>:<\/p>\n","innerContent":["\n<p><strong>Litigation rate per passenger in Latin America<\/strong>:<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/html","attrs":[],"innerBlocks":[],"innerHTML":"\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Public+Sans:wght@300;400;500;700&amp;display=swap\" rel=\"stylesheet\">\n \n<style>\n\ntable.borderless {\n\n  border-collapse: collapse;\n\n  border: none;\n\n  width: 100%;\n\n  max-width: 950px;\n\n  margin: 32px auto;\n\n  font-family: 'Public Sans', sans-serif;\n\n}\n \ntable.borderless th,\n\ntable.borderless td {\n\n  border: none;\n\n  padding: 18px 32px;\n\n  text-align: center;\n\n}\n \n\/* faint vertical separators between columns *\/\n\ntable.borderless th + th,\n\ntable.borderless td + td {\n\n  border-left: 1px solid rgba(0,0,0,0.3);\n\n}\n\/* horizontal line under header *\/\ntable.borderless thead tr {\n  border-bottom: 1px solid rgba(0,0,0,0.3);\n}\n \n\/* headings *\/\n\ntable.borderless thead th {\n\n  font-size: 1.25rem;\n\n  font-weight: 300 !important;\n\n  color: #000000;\n\n}\n \n\/* dates *\/\n\ntable.borderless tbody td {\n\n  font-size: 1.05rem;\n\n  font-weight: 300 !important;\n\n  color: #006CE0;\n\n}\n<\/style>\n \n<table class=\"borderless\">\n<thead>\n<tr>\n<th><strong>Origin<\/strong><\/th>\n<th>Legal actions<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Brazil<\/td>\n<td>1 in every 362<\/td>\n<\/tr>\n<\/tbody>\n<tbody>\n<tr>\n<td>Other countries<\/td>\n<td>1 in every 7,432<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","innerContent":["\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Public+Sans:wght@300;400;500;700&amp;display=swap\" rel=\"stylesheet\">\n \n<style>\n\ntable.borderless {\n\n  border-collapse: collapse;\n\n  border: none;\n\n  width: 100%;\n\n  max-width: 950px;\n\n  margin: 32px auto;\n\n  font-family: 'Public Sans', sans-serif;\n\n}\n \ntable.borderless th,\n\ntable.borderless td {\n\n  border: none;\n\n  padding: 18px 32px;\n\n  text-align: center;\n\n}\n \n\/* faint vertical separators between columns *\/\n\ntable.borderless th + th,\n\ntable.borderless td + td {\n\n  border-left: 1px solid rgba(0,0,0,0.3);\n\n}\n\/* horizontal line under header *\/\ntable.borderless thead tr {\n  border-bottom: 1px solid rgba(0,0,0,0.3);\n}\n \n\/* headings *\/\n\ntable.borderless thead th {\n\n  font-size: 1.25rem;\n\n  font-weight: 300 !important;\n\n  color: #000000;\n\n}\n \n\/* dates *\/\n\ntable.borderless tbody td {\n\n  font-size: 1.05rem;\n\n  font-weight: 300 !important;\n\n  color: #006CE0;\n\n}\n<\/style>\n \n<table class=\"borderless\">\n<thead>\n<tr>\n<th><strong>Origin<\/strong><\/th>\n<th>Legal actions<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Brazil<\/td>\n<td>1 in every 362<\/td>\n<\/tr>\n<\/tbody>\n<tbody>\n<tr>\n<td>Other countries<\/td>\n<td>1 in every 7,432<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>The volume of claims is high,\u00a0the issues are highly standardised, and individual values are\u00a0relatively low. It is the ideal environment for testing automated\u00a0claim-generation\u00a0models\u2014and now, automated detection of the patterns that sustain them.\u00a0<\/p>\n","innerContent":["\n<p>The volume of claims is high,\u00a0the issues are highly standardised, and individual values are\u00a0relatively low. It is the ideal environment for testing automated\u00a0claim-generation\u00a0models\u2014and now, automated detection of the patterns that sustain them.\u00a0<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-header","attrs":{"header":"Artificial intelligence, human judgement ","headerLevel":"2","blockId":"Z28Ihjp","blockUniqueClass":"lazyblock-chambers-header-Z28Ihjp"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>There is an obvious risk.&nbsp;When litigation begins to be treated as a standardised routine,&nbsp;the ability to distinguish mass claims from strategic ones is lost\u2014in a field that also hosts complex and structural debates.&nbsp;<\/p>\n","innerContent":["\n<p>There is an obvious risk.&nbsp;When litigation begins to be treated as a standardised routine,&nbsp;the ability to distinguish mass claims from strategic ones is lost\u2014in a field that also hosts complex and structural debates.&nbsp;<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"lazyblock\/chambers-quote","attrs":{"quote":"<p>\"At this pace, consumer law risks being perceived as a\u00a0volume-driven\u00a0field rather than a sophisticated one.\"<\/p>","blockId":"bBKmB","blockUniqueClass":"lazyblock-chambers-quote-bBKmB"},"innerBlocks":[],"innerHTML":"","innerContent":[]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>\u00a0<\/p>\n","innerContent":["\n<p><em>Consumer Law Partner, Brazilian Law Firm<\/em>\u00a0<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>Yet this same context creates an opportunity. Data-driven approaches reintroduce nuance where repetition once dominated. In recent cases, courts have recognised predatory litigation patterns, dismissed claims, and imposed bad-faith penalties. The impact of these decisions goes beyond the individual case and sends a clear institutional signal.<\/p>\n","innerContent":["\n<p>Yet this same context creates an opportunity. Data-driven approaches reintroduce nuance where repetition once dominated. In recent cases, courts have recognised predatory litigation patterns, dismissed claims, and imposed bad-faith penalties. The impact of these decisions goes beyond the individual case and sends a clear institutional signal.<\/p>\n"]},{"blockName":null,"attrs":[],"innerBlocks":[],"innerHTML":"\n\n","innerContent":["\n\n"]},{"blockName":"core\/paragraph","attrs":[],"innerBlocks":[],"innerHTML":"\n<p>It is within this scenario that the metaphor of an AI&nbsp;battle&nbsp;takes on strategic relevance. In the first phase of mass litigation, the advantage lay with those who filed the most claims. In the second, it lies with those who best interpret the patterns to re\u2011establish&nbsp;distinctions between the legitimate&nbsp;and the fabricated. Interpretation becomes the differentiating factor, reopening space for qualified human intervention&nbsp;and&nbsp;shifting professionals from repetitive work to interpretive work.&nbsp;<\/p>\n","innerContent":["\n<p>It is within this scenario that the metaphor of an AI&nbsp;battle&nbsp;takes on strategic relevance. In the first phase of mass litigation, the advantage lay with those who filed the most claims. In the second, it lies with those who best interpret the patterns to re\u2011establish&nbsp;distinctions between the legitimate&nbsp;and the fabricated. Interpretation becomes the differentiating factor, reopening space for qualified human intervention&nbsp;and&nbsp;shifting professionals from repetitive work to interpretive work.&nbsp;<\/p>\n"]}],"new_scheduled_revision":null,"save_as_revision":null,"acf":{"custom_url":{"base_url":"guides","category":""},"sponsored_page":false,"href_lang":false,"useful_links":false,"social_sharing_post_options":{"alignment":"left","sticky":false},"title":"Written by Ana Paula Baltazar","sponsors_list":{"sponsors":[{"name":"","website":"","logo":"https:\/\/assets.chambers.com\/wp-content\/uploads\/2026\/01\/29170602\/Ana_Paula.png","display_order":"0"}],"showhide_borders":false},"template":{"name":"text-rich-media","sticky_sidebar":false},"hero_title":"","hero_description":"","hero_content_color":"light","hero_enable_responsive_images":false,"hero_image":false,"hero_retina_image":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v15.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The AI Arms Race in the Courts - Chambers and Partners | Researching Outstanding Lawyers Globally | chambers.com\" \/>\n<meta property=\"og:description\" content=\"How consumer litigation entered the era of algorithmic response in Brazil and why it brings human interpretation back to the centre of strategy Para ler o artigo em portugu\u00eas, clique aqui At the airport,&nbsp;before even collecting their luggage, a passenger receives a message on their phone. 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