IBM's Tyler Lynch says agent safety and business outcomes shape intelligent operations

IBM Automation Portfolio CTO Tyler Lynch says enterprises should start from customer outcomes, not isolated AI projects, when building intelligent operations.

He says agent authorization, logging and telemetry remain unsolved, and suggests policies could revoke an agent's API key when token usage raises concerns. He also says measuring AI value requires connecting spending to process outcomes like speed and quality.