eClinicalWorks

What happens when an inbound caller doesn't match your eClinicalWorks roster, and how to ensure data isn't lost

Not every caller will match your eClinicalWorks roster on the first try. Learn how AI receptionists handle unmatched callers, capture their information accurately, and hand off to staff for manual lookup or new patient creation.

How it pays back

Captured data never falls through the cracks

Whether the AI matches the patient or not, the call details are structured and returned to staff. If lookup fails, staff has all the information they need to search manually or create a new record. No voicemail dead ends or incomplete intake notes.

Your staff has a chance to find the patient before creating a duplicate

When the AI can't match a caller, staff receives a summary and can perform a secondary search in eClinicalWorks (e.g., by alternate name, spouse name, or historical phone). This prevents duplicate records from being created unnecessarily.

New patient creation is fast and accurate

If a secondary search confirms the caller is truly new, your staff can create the eClinicalWorks record using the AI-captured summary. Verification has already happened on the call; staff just enters verified data into the system.

Insurance and medical history are already structured for filing

Even if patient lookup fails, insurance and intake data are captured in a structured format your staff can review and file. No rework needed once the patient record is found or created.

Multi-field eClinicalWorks search

AI searches by phone number, name, and date of birth; staff can perform manual follow-up search

Unmatched data captured and returned

If no match is found, caller details are structured and handed to staff for manual lookup or new patient creation

Duplicate prevention workflow

Staff receives summary and can search eClinicalWorks manually before creating a new record

Zero data loss on lookup failure

All call information (demographics, insurance, reason for visit) is captured regardless of match outcome

Frequently asked questions

What happens if the AI can't find a match in eClinicalWorks?

The AI searches by phone, name, and date of birth. If no match is found, the caller is classified as unmatched. Their information is captured and returned to your staff as a summary. Staff can then perform a manual search in eClinicalWorks (e.g., by alternate name) or create a new patient record if the caller is truly new.

Can the AI search by more than phone number and name?

Yes. The AI can search by phone, name, date of birth, and other identifiers you specify. Your eClinicalWorks team can configure which fields the AI uses to match patients. If the primary search fails, staff can perform a secondary manual search using different criteria.

How do you prevent duplicate patient records in eClinicalWorks?

When the AI can't find a match, staff receives a summary and should search eClinicalWorks manually before creating a new record. This gives your team a chance to find the patient under an alternate name, spouse name, or historical phone number. Only if a manual search also fails should a new record be created.

What if a caller is in eClinicalWorks but under a different name?

The AI's initial search may not find a match if the name is significantly different (e.g., maiden name vs. married name, nickname vs. legal name). Staff receives the unmatched summary and can perform a manual search in eClinicalWorks using the additional context provided by the caller or AI notes.

Is all the call data saved if lookup fails?

Yes. Regardless of whether the AI finds a match, all call information is captured and returned to your staff as a structured summary. If lookup fails, the summary includes all demographics, insurance, medical history, and reason for call—everything your staff needs to find the patient or create a new record.

Related reading

Bring this to your practice

See how MedReception AI handles after-hours calls, scheduling, intake, and patient communication for medical practices like yours.

Want the numbers first? See plans and pricing