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Commentary by Edgar Melo Costa

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Legal AI

Eve's 350,000 cases show contingency lawyers are legal AI's best buyers

The strongest signal in legal AI this week did not come from a vendor selling to large law firms. It came from Eve, which sells to small plaintiff firms, and it convinces me that the best buyers of legal AI are lawyers who only get paid when they win. A firm billing by the hour has a mixed incentive to work faster. A contingency firm has none of that conflict. Every hour software saves can go into another client's case, so efficiency turns straight into revenue.

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Legal AI

Clio buys Page as legal AI moves from answering questions to watching the law

Clio announced at ClioCon in Boston that it has acquired Page, a Kitchener-Waterloo startup whose AI software monitors new bills, regulations and legislative hearings. BetaKit reports that terms were not disclosed, the deal closed this month, and it is Clio's ninth acquisition. Page was founded in 2024, raised $5.5 million CAD, says it tracks sources across more than 80 jurisdictions, and is bringing its full 12-person team. Clio, which passed $500 million in annual recurring revenue in May, also released research showing 85 percent of legal professionals now use AI, up from 79 percent last year.

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Legal AI

Small law firms still bill by the hour, except for traffic tickets

Legal software company 8am, formerly AffiniPay, published its SMB Law Billing and Payments Report on October 22, based on invoices from more than 60,000 mostly US firms that use MyCase and LawPay, LawSites reported. Comparing the first half of 2026 with a year earlier, 47.7% of firms billed only by the hour, up from 46.6%, while 10.3% billed only by flat fee. Flat fees made up 15% of all invoices, down from 16%. Traffic work was the clear exception: 87.7% of traffic invoices were flat fees, and 77.2% were paid in full within a month, ahead of estate planning at 68.1%.

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Legal AI

Legora hits $8.8 billion as legal AI revenue doubles in six months

Legal AI company Legora announced a $550 million Series E on October 21 at an $8.8 billion valuation, according to TechCrunch. Atreides Management led the round, with Baron Capital, Bessemer Venture Partners, General Catalyst and Menlo also in. In April the company was valued at $5.6 billion. Annual recurring revenue has moved from $100 million then to more than $200 million now, and the new money goes toward expanding across North America. Its main rival, Harvey, raised $550 million about a month earlier at $15.5 billion.

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Legal AI

Chariot Claims raises $10M to bring mass arbitration to consumers

Chariot Claims, a legal tech company that matches consumers with mass arbitration and class action cases and pairs them with plaintiffs' law firms, has raised a $10 million Series A led by Silverton Partners, LawSites reports. The round brings its total funding to $15.7 million. Founded in 2023 as ClaimClam, the company says it now processes more than 200,000 pre-qualified consumer claims a month, most of them against Fortune 500 companies. It also says only 4% of harmed consumers ever file a claim, and that its claims recover an average of $460, compared with a $32 average it attributes to a CFPB analysis of class action settlements.

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Legal AI

A Danish startup shows AI can cut a court case from 15 hours to 1.5

Copenhagen legal tech company SmallClaims has raised a €2 million seed round led by the Finnish fund Vendep Capital. Its AI agents carry a small-claims case from first assessment through negotiation, court filing, judgment and enforcement, while a team of lawyers reviews the work and appears in court when a case goes to a hearing. The company says it handled more than 3,200 cases in 2025, has over 500 customers, and needs about 1.5 hours of manual work per case, compared with more than 15 hours the traditional way.

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