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Back in June, Legal IT Insider published the third edition of its Gen AI and the Practice of Law report. A few months on, many of the themes it explores feel even more relevant as law firms continue to work through how AI moves from experimentation.

The conversation around AI has moved fast. We kicked off with chat interfaces, then copilots, then agents, and now everything is agentic, a platform, or apparently “the OS” for something.

Legal teams often get stuck debating whether to begin with data, process, or technology, but that debate misses the point. Start with the outcome. If you cannot clearly define what success looks like, and how you will measure it, the rest doesn't.

Welcome back to Humans of Autologyx, where we take a closer look at the people behind the platform, and the thinking that goes into making complex work run better.

Most legal teams don’t set out to run their operations through email. It simply becomes the default over time. A contract lands in Outlook. Procurement forwards an agreement. A senior stakeholder sends a direct note marked urgent. Teams threads.

Corporate legal teams are under enormous pressure. Demand for legal support continues to grow, business teams move faster than ever and regulations evolve constantly. Yet legal headcount rarely grows at the same pace as the work. The response to.

Welcome to Humans of Autologyx, a series where we introduce the people behind the platform.

General Counsel and Legal Ops leaders are being asked to deliver more transparency, efficiency and strategic value, often without proportional increases in headcount. But how are corporate legal teams really operating behind the scenes?

“Deterministic” is one of those words that gets used a lot in legal automation conversations, especially now that AI is becoming embedded in everyday workflows. It sounds technical, maybe even slightly intimidating. But the concept itself is.

For the past two years, legal AI has largely been framed as a productivity story. Draft faster. Research quicker. Summarise in seconds. And it worked. AI workspaces proved their value by helping lawyers move more efficiently through familiar tasks..