Workflow · May 21, 2026

From EHR Tickets to Intent-Driven Workflows

The future state is not better forms. It is users stating outcomes and agents translating them into governed work.

Tickets are a translation tax

A clinician or operator usually knows the outcome they want: fix a confusing workflow, add a missing option, move an appointment, route a message, find a patient cohort, or reduce a handoff. The ticketing system asks them to translate that need into categories, priority, application language, and routing logic. Agents can remove some of that tax.

Intent still needs interpretation

Intent-driven does not mean users get whatever they ask for. It means the first system response can be a structured proposal: here is what you appear to need, here is the workflow affected, here are the missing details, here is the risk class, and here is the recommended path. That is faster and safer than a blank ticket queue.

Informaticists become the translators

The agent can draft the interpretation, but informaticists define whether the interpretation is clinically and operationally sound. They know when a simple request is actually a training issue, a security issue, a build change, a policy gap, or a workflow design problem.

The metric is not fewer tickets

The executive metric should be better movement: fewer clarification loops, faster routing, lower rework, clearer approvals, and more time spent on judgment instead of intake. Intent-driven workflows should make the work more legible, not hide it.

JimsBots view: healthcare AI should start with prepared work, explicit approval gates, and informatics-led governance before anyone pretends autonomous clinical action is ready for scale.
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