Every Company Needs a Cassandra: An AI Agent for Organizational Dissent

Every Company Needs a Cassandra

Sunil Pai proposes an AI agent called Cassandra that sits in Slack and does the socially expensive work of organizational dissent. Unlike a human devil's advocate, Cassandra forms her own view from independent sources—competitor docs, support tickets, old postmortems—and only speaks when the consensus is strong but the evidence points elsewhere. The economics work because an AI doesn't burn social capital, fear performance reviews, or need to be liked. The hard part is deciding when to shut up: Pai suggests a rough formula of importance × disagreement × evidence × novelty. He also warns that giving Cassandra the same data as every other corporate agent would just ask one worldview to disagree with itself, so she needs distance from the company line and long-term memory of past predictions and decisions.

Why it matters: An insightful opinion piece that reframes AI agents from 'worker bees' to 'organizational dissenters,' with a fresh angle and concrete mechanism. Held at the featured threshold of 72 because it's a personal blog post with no deployment data or case study to back the claim.