00581$420prepared
00582$185prepared
00583$760exception
Provider case study · Healthcare billing
Prepare provider compensation across five practices.
A three-person billing team taught Tungsten to connect payments to clinical records, allocate provider compensation, and prepare QuickBooks receipts. The team reviews exceptions and completes bank matching.
Operating baseline
- 3 people
- own the process
- 10 days
- spent each month
- 1,200+
- monthly transactions
- 5
- practices share the process
What the team teaches
The billing team teaches how each difference is handled.
- Practice transactions and the systems that hold them.
- Provider allocation rules and payer-specific payment evidence.
- Historical cases that show how exceptions were resolved.
- The point where the billing team needs to review.
What the agent does
Tungsten prepares receipts and routes exceptions.
- Connect payments to supporting records across five practices.
- Explain differences and preserve the work record.
- Apply the payer-specific handling the team demonstrated.
- Route uncertain cases to the right person.
Agent output
5,000+ compensation receipts created.
Created to date across the compensation workflow. Receipts are prepared for the team’s bank-matching step.
Customer outcomes
Move the team from line-by-line matching to exception review.
Shorter cycle
Reduce the ten-day monthly reconciliation cycle.
Team time returned
Move people from matching every line to reviewing exceptions.
Control retained
Prepare receipts across 1,200+ monthly transactions while people retain exceptions and final bank matching.
Learning as the business changes
The business changed its rules. The agent learned the change.
A new allocation rule
After the original demonstrations, the practice decided to classify a per-unit service fee as administrative revenue, with the remainder allocated to the provider.
The expert teaches it
The billing expert supplied feedback, including the exception: when units aren’t recorded, allocate the full amount to the practice.
The agent adapts
Tungsten adjusted its handling of the allocation and its exception, incorporating a business decision made after it was first taught the task.
Inspect an example
See what changes after expert feedback.
Illustrative reconstruction of a customer workflow. Service labels, amounts, and quantities are fictional.
Inspect the source payment
Service A · 20 units · $400 received
Read the expert’s updated rule
Allocate $4 per unit to administration. Allocate the remainder to the provider. When units are missing, allocate the full payment to administration.
Fee not classified
$80 service fee left unclassified.
$320 allocated to the provider.
New rule applied
$80 classified as administration.
$320 allocated to the provider.
Inspect the calculation and exception
20 units × $4 = $80 administration.
$400 − $80 = $320 provider compensation.
If no units are recorded: $400 administration, $0 provider compensation.
Start with one recurring close
Teach the reconciliation once.
Bring the billing owner, representative transactions, and the payer-specific exceptions the team handles today.