Lab Case Tracking Agent
Catch a late lab case before the patient is in the chair.
Every active lab case has a status, expected date, appointment link, and exception owner.
Tracks outbound cases, expected return dates, appointment dependencies, late items, and unresolved communication with the lab.
What it sees, decides, and does.
A lab case is created, updated, reaches a checkpoint, or approaches a linked appointment.
- Case and lab identifiers
- Sent and expected dates
- Linked appointment
- Approved status and escalation rules
- On track, confirmation needed, late, remake, or staff review
- When to contact the lab
- Appointment risk level
- Correct internal owner
- Update the case tracker
- Send an approved status request
- Alert staff to appointment risk
- Produce the daily exception list
The agent knows when to stop.
These boundaries belong in the scope, tests, permissions, and operating log. They are not a disclaimer added after the build.
A person reviews
- Clinical specifications
- Remake authorization
- Changing the patient appointment
- Discussing case details beyond approved fields
The agent escalates
- No lab portal or structured status
- Case identifier mismatch
- Delivery date conflicts with appointment
- Lab response requires clinical interpretation
Outside the agent’s authority
- Change a prescription or clinical specification
- Reschedule a patient autonomously
- Send unnecessary patient information
- Mark a case received without evidence
Measure the job, not the novelty.
The workflow may still need a virtual assistant.
Use for the predictable path.
Monitoring, structured checks, approved messages, routing, logging, and repeated follow-up.
Use for context and conversation.
Ambiguous responses, relationship work, judgment, persuasion, and exceptions that change from case to case.
Let the agent build the queue.
The agent handles the predictable path. A trained person receives a clean exception list with the context needed to finish the work.
Why this workflow matters.
Sources support the operating need and safety boundary. They do not prove that every practice should build this agent.
ADA: Documentation and Patient Records
Dental records and related documentation need consistent, auditable handling.
Open sourceHHS: Guidance on Risk Analysis
Systems handling ePHI require documented risk analysis and safeguards.
Open sourceBring us the recurring job.
We will map it, test the alternatives, and define what an agent should own only if an agent is the right answer.
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