Resolve payment exceptions before balances grow.
Failed installment payments are noticed late.
Est. deploy 4–6 weeksSee the walkthrough
Back Office & Finance · Education
Prepare tuition account answers from the ledger.
Families wait while staff reconstruct balances.
For: Student accounts leads and the team responsible for back office & finance in education.
01 · The outcome
What good looks like.
The team has a reviewed tuition-account response, with source evidence and an explicit approval before any external action. Track time to resolve verified billing inquiries against a baseline; do not assume automation improves it.
A connected workflow that uses verified account access, charges, payments, and approved fee policy to draft a source-linked balance explanation and flag disputed charges for staff. It produces a reviewed tuition-account response.
Where AI helps, and where a person decides.
AI can draft a source-linked balance explanation and flag disputed charges for staff. It drafts and organizes; it does not authorize spending, commitments, clinical decisions or customer communication. The student accounts lead verifies the source facts and approves the final action.
Student accounts lead is accountable. People approve customer-facing, sensitive, financial, and legally binding actions.
- Student accounts lead: Capture the source and scope
- Student accounts lead: Review the proposed outcome
- Student accounts lead: Release only the approved version
- Student accounts lead: Check the result and exceptions
A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
02 · The handoffs
How the work moves.
Every handoff has an owner. Select a step to open or close its detail.
Start when: An authorized account holder asks a billing question. Connect only verified account access, charges, payments, and approved fee policy. The student accounts lead confirms the request is authorized and in scope.
Ready when: The source reference, permissions and accountable owner are recorded.
Use the authorized records to draft a source-linked balance explanation and flag disputed charges for staff. Preserve the original language alongside the draft and label uncertain fields.
Ready when: Each proposed fact links back to a source, and missing information is visible.
Check a reviewed tuition-account response against the original records and current policy. Correct errors and escalate exceptions to the qualified specialist; do not auto-approve.
Ready when: Student accounts lead has recorded approval or a reason to hold the item.
After explicit approval, save a reviewed tuition-account response in the system of record. Send only approved messages to verified recipients. Record the version and prevent duplicate delivery.
Ready when: The approved record is saved; any delivery is confirmed or placed in the retry queue.
Review time to resolve verified billing inquiries each week, sample completed records for quality, and resolve held items. Change the rules only after reviewing actual errors and staff feedback.
Ready when: Exceptions have owners, the metric has a baseline, and corrective actions are assigned.
Sample record.
$ david run --workflow=education-tuition-questions
ILLUSTRATIVE RECORD / NOT LIVE CUSTOMER DATA
- Example
- Illustrative only — not a real client record
- Reference
- EDUCATION-TUITION-QUESTI-DEMO-001
- Trigger
- An authorized account holder asks a billing question.
- Owner
- Student accounts lead
- Prepared output
- a reviewed tuition-account response
- Review status
- Awaiting human approval — no external action taken
- Missing information
- Owner to verify source completeness
- Measure
- Time to resolve verified billing inquiries
Start with your tools.
Connect Student information system, Google Workspace, Admissions CRM through approved APIs or controlled exports. Map record identifiers first; test permissions and field updates in a sandbox. Vendor names describe possible connections, not a guarantee of an available integration or license.
When things go wrong.
- A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
- Use only authorized sources and role-based access. Keep an audit trail of source records, drafts, approvals and delivery status; deduplicate retries.
- If an integration fails, a source is missing or confidence is low, pause the action and assign the original request to the accountable owner.
- Follow applicable student-record privacy rules, including FERPA where relevant. Verify guardian authority, minimize student data, and leave eligibility and safeguarding decisions to qualified staff.
Try this week / no DAVID required
A useful first step.
This week, have your student accounts lead time five examples of this work. Use redacted copies of verified account access, charges, payments, and approved fee policy to make a reviewed tuition-account response manually, then list which fields required judgment.
What to measure.
- Time to resolve verified billing inquiries
- Minutes of human handling per completed item
- Drafts needing substantive correction
- Exceptions unresolved beyond the agreed review window
Estimate your time back.
20.8
$11,232
03 · More workflows to consider
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