Eight lawyers. Six audiences. One of them gets billed.

A firm of eight has tens of clients. Sold as a client feedback box, this deployment would have produced a dashboard with forty rows in it, and the managing partner would have said so inside five minutes.

The firm also carried a professional-conduct exposure sitting inside the product itself. An unscreened open-text channel is a route for privileged material and third-party identities to enter the submission corpus without restriction.

The deployment was built around the firm's entire listening surface: clients, keynote delegates, students, junior lawyers inside the firm, counterparties and referrers, and consultation respondents. Delegates were projected as the largest source of volume, and delivered exactly that.

Four confidentiality controls shipped before go-live. The portal asks under the box for matter detail and third-party names to be left out. The on-device coach catches a case citation before the message is sent, and that hint outranks every other hint. The enrichment layer treats case numbers and party names as personal data and holds them out of every summary. And the terms state plainly that the form takes no instructions and interrupts no limitation period.

Speaking and thought leadership came in as the largest single category in the corpus, ahead of client work. That volume is what made every other analytic on the platform meaningful.

The firm's stated value, that it builds relationships, became two measured pillars tracked weekly and presented to partners as an index.