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This week on SHIFT

Here's a strange math problem: 77% of people with a legal problem never get a lawyer's help, while 80% of lawyers say the thing their firm needs most is more clients. This week we look at why that equation is so badly out of sync, and how AI agents might finally close what's known as the access-to-justice gap.

In the latest installment of our oral history project, Jennifer sits down with Jack Newton, founder and CEO of Clio - the "operating system" behind more than 400,000 legal professionals. They dig into what agents are already doing inside law firms, Clio's $1 billion vLex acquisition, and why this moment feels a lot like the cloud fight he picked in 2008.

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Three things to listen for

1. Law's trillion-dollar mismatch
The 23% of legal demand that gets met is already a $1 trillion-a-year market. Newton calls the unmet 77% a "latent legal market" potentially worth trillions, locked away by friction: people can't tell what a lawyer costs, or what they'd get for that money.

2. What agents already do at law firms
Not science fiction: agents that research an incoming case's merits, profile the court and the judge, and hand the lawyer an odds distribution of outcomes — plus review time entries and produce the bills.

3. 2008 all over again
When Clio launched cloud software for lawyers, critics called it "essentially malpractice." Eighteen years on, cloud is best practice and Newton says AI is the same arc, an order of magnitude more powerful, capped by the $1B vLex deal that closed in November.

"AI will not replace lawyers, but lawyers that leverage AI will displace lawyers that don't."

Jack Newton, founder and CEO, Clio

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