Authority must be designed, not assumed
A human employee has a role, a manager, a contract and a set of systems they are permitted to use. An agent needs an equivalent operational identity. Without it, a useful connection to a data source can become an uncontrolled pathway to sensitive information or material change. The governance problem is therefore concrete: define scopes, approvals, audit logs, escalation routes and the ability to revoke access without breaking every workflow.
Context is valuable because it changes action
The emerging product language around context can sound abstract. In practice, context changes what an agent is able to infer and therefore which actions it may propose. Connecting a model to customer records, source code or procurement systems can dramatically increase usefulness. It also changes the risk profile. That is why the context layer must be treated as a governed product surface, with a clear distinction between what an agent may read, what it may write and what it may only recommend.
The next signal
The strongest evidence will be public operational patterns: least-privilege agent roles, approval gates for consequential actions, reproducible traces and practical standards for tool authorisation. Regulation matters, especially where model-provider obligations and application responsibilities meet. But the durable advantage will not come from compliance language alone. It will come from designing systems in which human authority remains legible even when machine action becomes more capable.