Legaltech Hub

Clio’s acquisition of Canadian legal data and AI company Jurisage is a continuation of the company’s recent wave of expansion across global geographies and legal market segments. The integration of Jurisage’s capabilities with Clio’s will accelerate the company’s timeline for introducing the new Clio Work platform to Canadian law firms and is part of a broader commitment by the company to investing in the future of legal AI in Canada.

As foundation models continue to commoditize, sustainable differentiation is moving upward: into orchestration, workflow integration, proprietary data environments, governance, and contextual grounding. In legal, where defensibility matters more than novelty, those layers are not enhancements – they are the product. The model is increasingly the commodity, while the context and the harness are the moat.

Firms are being asked to price work with more certainty than before. AI is often presented as the shortcut. But the reality is less straightforward. What looks like one capability is actually four, each with its own role and easy to confuse with the wrong kind of tool. This piece unpacks what each one actually does, where it helps, and where it falls short.

Every AI interaction carries an invisible meter. Understanding how it works is central to using these tools effectively. This piece examines tokens, context windows, and how they shape the cost, quality, and confidentiality of AI-assisted legal work.

Kirkland & Ellis's $500 million investment in building proprietary AI is headline news. What it actually represents is a long-overdue reckoning with an historic wrong. Kirkland is finally doing at scale what the legal profession should have been doing for years.

Anthropic's confidential IPO filing may help us understand why it launched so many vertical products with only lightweight support programs. Now, that series of strategic decisions that previously seemed unusual suddenly look a little more coherent.