Medical Device

Intake Compliance Agent

Ensures intake notes capture the information Quality teams need by scoring verbatim customer reports against compliance pillars and asking targeted follow-up questions when data is missing. 

Overview

Compliance events get reported by whoever picks up the phone, written down by whoever has a free hand, and reviewed by Quality weeks later when the technician has run forty more calls. By then the details are recalled from memory, the regulatory clock has already started, and getting the record right means going back to a customer who has moved on. The Intake Compliance Agent reads the verbatim customer report, scores it against compliance pillars in real time, and surfaces the targeted follow-up questions before the case moves forward. Quality gets a complete, evidence-backed intake record on every case. Not a sample. Not the ones someone caught.

Capabilities

Capture complete reports

Helps Field Service capture the information Quality needs from the first customer report, reducing missed details without slowing service response.


Create traceable records

Creates a consistent, traceable intake record, scoring the report against compliance pillars and tying each RED/YELLOW/GREEN rating to the customer’s exact words. 

Flag missing details

Identifies missing complaint-relevant details before the case moves forward, so open gaps are visible early instead of surfacing later in Quality review.

Guide Smart Follow-Ups

Asks targeted, non-leading follow-up questions when data is missing, helping Service complete the intake note without steering the customer’s answer. 

Example use case

User input

I’ve documented this as a serious intake event for MD987.

Agent summary

Input identified
MD987 compliance event. Intake flagged RED.
Context captured
MD987 | Cedar Grove Regional Medical Center
Evidence surfaced
  • Patient was connected during the event
  • Smoke and strong odor were reported
  • The device showed abnormal behavior during use
  • You shut it down immediately and switched to backup

Flagged by agent

Customer verbatim captured by agent: “This is Renata Ortiz calling from Cedar Grove Regional Medical Center. Our MD987 was running a case in OR 3 when it started smoking from the back panel and the smell was bad. We shut it down immediately and switched to backup. Patient was still connected when it happened.”

Agent handoff

Agent review complete. Still needed for the record:

  • Patient outcome
  • Device serial number or asset ID
  • Any alarms, error messages, or abnormal display behavior
  • Whether the smoke continued after shutdown
  • Any recent service, maintenance, installation, or repair history 

Agent workflow 

1. Customer reports a device issue 

Field Service receives the customer’s initial description through the normal service channel.

2.  Agent reviews the verbatim report 

The agent uses the customer’s exact words as the source record, without rewriting or interpreting the issue upfront. 

 3. Agent scores the report against compliance pillars 

The agent checks the available information for complaint-relevant signals, assigns RED/YELLOW/GREEN ratings, and shows the customer quote behind each rating. 

4. Agent identifies missing intake details 

If required information is unclear or absent, the agent marks the gap instead of assuming the record is complete. 

5. Agent asks targeted, non-leading follow-up questions 

The agent suggests focused questions Field Service can ask to collect missing details without steering the customer’s answer. 

6. Agent updates the structured intake record

New customer responses, compliance-pillar scores, captured details, and open gaps are saved for the manufacturer’s complaint review and evaluation process. 

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