Work redesigned around human judgment while agents handle portions of execution and software navigation.
Each line below is retained only when a VOCE publication or formal research record supports the relationship.
AI agents reduce navigation work in Light workforce.
The evidence connects a system, intervention or condition to an effect on cognition, work, behaviour, health, perception or collective interpretation.
A documented human consequence does not imply an inevitable, universal or individually predictable outcome.
SaaS shifts value toward data and execution in Light workforce.
The evidence connects a system, intervention or condition to an effect on cognition, work, behaviour, health, perception or collective interpretation.
A documented human consequence does not imply an inevitable, universal or individually predictable outcome.
VOCE Atlas is a curated knowledge graph. Co-occurrence alone does not create a published relationship. Every connection now carries a semantic class and an inference boundary that remain part of the record alongside its source.