16 model calls · $0.494for the whole example case; letter translations not counted
Boxes drawn by SAM 3.1 on the example photo
1234
Names hidden before anything reaches the cloud.
On your computer, first. The cloud gets tokens, not names.
On your computer
Itemized billSeaside Regional HospitalSAMPLE
Patient name
Daniela Castillo🔒 [PATIENT_1]
Member ID
39132817396🔒 [MEMBER_1]
Account number
5057388214🔒 [ACCT_1]
Address
9349 Seagrape Ln🔒 [ADDR_1]
Hc Private Room Postpartum
$2,182
Hc Delivery Room Vaginal Level 2
$3,755
Hc Anesthesia Labor Support Per Hr
$1,675
Cefazolin 2 G/50 Ml In Dextrose Iv
$204
Lactated Ringers Iv Solp 1,000 Ml
$110
The whole stack, read at once.
Muse Spark connects sheets from different senders.
Muse Spark
1
Harborlight Health
Explanation of Benefits
85610
85730
85384
SAMPLE2
Harborlight Health
Explanation of Benefits
99460
0170
0251
SAMPLE3
Harborlight Health
Explanation of Benefits
SAMPLE4
Harborlight Health
Explanation of Benefits
0112
0722
0379
SAMPLE5
Harborlight Health
Explanation of Benefits
80055
81003
87086
SAMPLE6
Harborlight Health
Explanation of Benefits
SAMPLE7
Harborlight Health
Explanation of Benefits
59410
99222
SAMPLE8
Little Harbor Pediatrics
Statement
SAMPLE9
Meridian Physician Services
Statement
SAMPLE10
Meridian Physician Services
Statement
01960
01960
SAMPLE11
Meridian Physician Services
Statement
SAMPLE12
Women First OB/GYN Care
Statement
99213
76815
SAMPLE13
Women First OB/GYN Care
Statement
99222
59410
SAMPLE14
Cradleview-Obstetrix Medical Group
SAMPLE
Every finding checked twice.
Code checks each quote and amount. Muse Wonder takes a read-only second look.
Code checkerMuse Wonder
Memorial Regional Hospital
Financial Assistance Policy
SAMPLE
Same service billed twice on sheet 10
Meridian Physician Services
0196001960SAMPLE
You likely qualify for financial assistance
Seaside Healthcare System
SAMPLE
Check the $40.00 credit stays taken off
No amount yet
Women First OB/GYN Care
9921376815SAMPLE
This means all uninsured patient responsibility amounts as well as insured patient balances after insurance payment.Memorial Regional Hospital's public policy, applied to this example
Up to
$1,596
may come off your bills
Billed twice
Financial help you qualify for
Example case · fictional data · checked by code against the hospital's own policy
To: Patient Financial Services, Seaside Regional Hospital
Request for an itemized statement
I am asking for an itemized statement for each of these accounts:
· Daniela Castillo, account 5057388228, services from February 11, 2025 to February 13, 2025
· Daniela Castillo, account 5057388214, services from February 11, 2025 to February 13, 2025
Florida law says the hospital must provide it after discharge upon request, within 7 days of my request (Florida Statutes 395.301(1)(e)).I am asking for an itemized statement for each of these accounts:
· Daniela Castillo, account 5057388228, services from February 11, 2025 to February 13, 2025
· Daniela Castillo, account 5057388214, services from February 11, 2025 to February 13, 2025
Florida law says the hospital must provide it after discharge upon request, within 7 days of my request (Florida Statutes 395.301(1)(e)).
Sincerely,
Daniela Castillo
Three steps, about a minute
Click "Explore the example case" below. A finished family case opens: 14 sheets, 3 files, and the amount that may come off the bills.
Look at the findings. Each one shows the sheet and lines with the error, the law or hospital policy section behind it when there is one, and which model found and read the sheet. "What these lines mean" explains the lines in plain words.
Then open "Letter: request itemized bill" and "Call cheat sheet": a ready letter to the hospital and notes for the phone call.
This public demo works on examples, so nobody's medical bills reach a public page. The code is on GitHub.
Your own bills next. Photograph the table or upload PDFs; names are hidden before anything reaches the cloud. This public copy takes no uploads: run it from GitHub with your own key.
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