The Accountability Problem Behind AI Adoption

Kristin Calve is the Editor & Publisher of Corporate Counsel Business Journal and the Co-founder of Law Business Media. She leads editorial strategy focused on AI governance, legal operations, and board-level risk, and convenes forward-leaning legal leaders through interviews, events, and industry analysis. In this episode… Controlled AI deployment is one of the most pressing challenges legal and business leaders face right now. New AI tools are often adopted quickly without the full understanding of how they're being used, where data goes, and who's accountable for the outcomes. Some teams explore AI without direction or intention. Others prescribe it with guardrails, defining who can use it and how. The gap between those two approaches is where risk lives. So, how can organizations deploy and use AI without losing control? Legal operations teams are often accountable for how AI is used in practice. They understand the regulatory landscape and manage contracts and deadlines. They're often involved in operations across finance, HR, sales, and other business functions, so they know how those processes work and why they were built that way. That institutional knowledge matters as AI is introduced into those systems. At the same time, prompt documentation, AI notetakers, and recordings are introducing new risks. Teams may not know what is being captured, where it is going, or how it could become discoverable. Supply chain exposure adds another layer of risk. Vendors might embed AI into the tools organizations already rely on, potentially affecting an organization's overall privacy and security posture.  In this episode of She Said Privacy/He Said Security, Jodi and Justin Daniels talk with Kristin Calve, Editor & Publisher of Corporate Counsel Business Journal and Co-founder of Law Business Media, about how organizations are navigating AI deployment and risk. Kristin explains how companies are deploying AI inconsistently and the challenge of controlling its use. She shares how regulatory requirements shape accountability and why legal operations teams often bear responsibility for what's permissible. Kristin also explains the risks of prompts and recordings becoming discoverable and discusses how AI increases speed and capacity, but does not replace the need for judgment.