- Trigger / problem
- A new review appears. Today the response depends on someone finding the time and the right words, under pressure, in public.
- What it reads
- The new review from the monitoring queue: star rating, review text, and platform. No patient records.
- What it decides
- A classification only: routine positive, routine negative, or sensitive (clinical details, legal threats, personal accusations). Sensitive items skip drafting and go straight to a manager.
- What it does
- Drafts a response from your approved templates: thanks the reviewer, acknowledges the feedback in general terms, and invites private follow-up through your published contact channel. It never confirms the reviewer is or was a patient, and never references treatment. The draft waits in an approval queue.
- Human approval / takeover
- A named person approves or edits every draft before it posts. Nothing publishes itself. Sensitive reviews go to a manager for private handling, never to a public reply.
- Systems needed
- The review-monitoring queue, your approved response templates, and an approval step your team can reach from their normal tools. We define the template set with you during the build.
- Privacy / access
- Drafts are HIPAA-safe by construction: no confirmation of patient status, no treatment details, no scheduling information. Federal regulators have penalized practices for exactly these disclosures, which is why the template set is fixed and reviewed with you before use.
- Logging & failure handling
- Every draft, edit, approval, and post is logged, so the record shows what the AI wrote and what the person approved. Reviews the system cannot classify route to a person rather than a guessed draft.
- Success metric
- Share of new reviews with an approved response within your target window, and share of drafts approved without privacy edits.
- What the practice owns at handoff
- The drafting workflow, the approved template set, the approval process, and the full logs, all in your accounts.
- Good fit when
- Responses take days to write, every reply sounds the same, or you worry about saying too much in public.
- Not a fit when
- Your review volume is a few a month and your manager already enjoys writing the replies. A template set alone will do, and we will say so in the audit.