Solution Handbook
A planning guide for the Make invoice exception review loop, including setup, Jodoo fields, proof record, and rollout notes.
Open handbookMAKE + JODOO
AI Invoice Exception Review with Make + Jodoo
Use Make with Jodoo to run a invoice exception review, return exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority, and store the result in a tracked Jodoo record.
Review invoice exception data with a consistent rubricWrite exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority into JodooKeep owner queues and follow-up status visibleUse Make proof before adapting the workflow to production sourcesThe public proof uses Make Run once mode so the captured screenshot can show the webhook bundle, module bubbles, operation count, and HTTP response in the scenario history.
VIDEO WALKTHROUGH
What happens in the Make demo
The video shows Make handling INV-2026-1048 from Atlas Packaging Co. enters the workflow with a PO amount mismatch and missing receiving confirmation., then Jodoo storing the operational record.
Custom webhook receives the request
INV-2026-1048 from Atlas Packaging Co. enters the workflow with a PO amount mismatch and missing receiving confirmation.
Make prepares structured review fields
The workflow keeps exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority explicit instead of returning a loose paragraph.
HTTP module writes to Jodoo
The tested run sends the review output to Jodoo and receives a Jodoo data ID from the bridge.
Make proof stays inspectable
The public proof uses Make Run once mode so the captured screenshot can show the webhook bundle, module bubbles, operation count, and HTTP response in the scenario history.
Jodoo keeps the team record
The Jodoo app stores Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date, Exception flag for review and follow-up.
DEMO SUMMARY
Make reviews the request, Jodoo tracks follow-up
This implementation fits operations teams that want a visible scenario canvas, Run once testing, and module history. The page keeps the visual scenario setup, the real run, and the Jodoo writeback visible. The HTTP module evidence is visual: method, endpoint, body type, parsed response, and completion status are all inspectable without opening a code editor.
Make scenario
A Make Custom webhook receives the sample payload and an HTTP module sends structured fields into Jodoo.
Structured decision
The workflow returns exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority for INV-2026-1048.
Successful Make run
The Make run history shows the HTTP module completion, operation details, and the Jodoo data ID response.
Make implementation detail
Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
Invoice exception recipe detail
For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
Jodoo writeback
Jodoo stores the invoice exception record and keeps the next action visible.
Operational follow-up
The recommended next action is to hold payment, request receiving confirmation, and ask the budget owner to approve the variance.
Reusable kit
The takeaway kit includes a handbook, Jodoo field blueprint, and Make workflow recipe.
PLATFORM SETUP NOTES
What is specific to Make
The Jodoo record model can stay consistent, but each agent platform has a different build style, testing view, and production handoff.
Setup proof
The proof uses Run once so the incoming bundle and HTTP response are visible.
Action path
The HTTP module keeps method, URL, body type, and response parsing inspectable.
Recipe focus
Scenario history gives a visual record of operations, duration, and writeback response.
Production planning
Production planning should cover webhook ownership, routers, error handlers, and operation usage.
Evidence detail
The public proof uses Make Run once mode so the captured screenshot can show the webhook bundle, module bubbles, operation count, and HTTP response in the scenario history.
Run evidence
The HTTP module evidence is visual: method, endpoint, body type, parsed response, and completion status are all inspectable without opening a code editor.
Build detail
Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
Implementation path
Use a router after the base proof when high-value contracts, urgent invoices, or missing-information cases need different Jodoo queues.
Guardrail
Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.
Review control
Add error handlers around the HTTP module so failed writebacks can be retried or moved to a manual review path.
Scenario recipe
For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
Workflow adaptation
The HTTP module body should keep hold reason, payment readiness, exception type, and assigned reviewer in explicit mapped fields.
WORKFLOW KIT
Build the same invoice exception review loop
Review the handbook, copy the workflow recipe, and use the Jodoo field model when adapting the Make workflow.
What your team can reuse
Make handles visual scenario; Jodoo stores the invoice exception review fields for owner queues, review status, and follow-up.
Business workflowJodoo field modelAgent promptRollout checklist
REUSABLE WORKFLOW
The workflow decides. Jodoo keeps work moving.
- 01
Custom webhook
Starts the invoice exception test with INV-2026-1048. Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
- 02
Make scenario
A Make Custom webhook receives the sample payload and an HTTP module sends structured fields into Jodoo.
- 03
HTTP module
Sends structured JSON to the Jodoo writeback bridge. The HTTP module evidence is visual: method, endpoint, body type, parsed response, and completion status are all inspectable without opening a code editor.
- 04
Proof response
Shows the successful platform run and Jodoo data ID. The public proof uses Make Run once mode so the captured screenshot can show the webhook bundle, module bubbles, operation count, and HTTP response in the scenario history.
- 05
Jodoo queue
Stores fields for owner review, status tracking, and follow-up. Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.
WORKFLOW LOOP
From Make invoice exception review to Jodoo
Custom webhook receives or starts the invoice exception review with synthetic data first.
Make applies a focused review instruction and returns exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority.
HTTP module sends the structured output to the Jodoo writeback bridge and receives a data ID.
For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
The HTTP module body should keep hold reason, payment readiness, exception type, and assigned reviewer in explicit mapped fields.
Scenario history is useful for AP because every test invoice keeps its bundle, route, operation count, and response details in one visual run.
After proof, Make can add an aggregator for invoice batches, a data store for duplicate invoice checks, and a Slack or email module for AP exception owners.
Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
Use a router after the base proof when high-value contracts, urgent invoices, or missing-information cases need different Jodoo queues.
Jodoo creates the Invoice Approval Workflow record and stores Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date, Exception flag, Exception reason.
The team reviews the queue, assigns ownership, and completes the next action: hold payment, request receiving confirmation, and ask the budget owner to approve the variance.
Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.
Add error handlers around the HTTP module so failed writebacks can be retried or moved to a manual review path.
FIELD MAPPING
Agent output becomes Jodoo fields
| Agent or source data | Jodoo record fields |
|---|---|
| source request details | Vendor name, Invoice number, Invoice date, Invoice amount |
| review decision fields | Exception flag, Exception reason, Coding status, Payment readiness, Approval status |
| workflow response | Source platform, Original workflow output |
AGENT RECIPE
Prompt and structured output
Make role
Review one invoice exception review request and return structured fields that Jodoo can store, route, and report on. Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
Review instruction
Use the sample context for INV-2026-1048, decide exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority, and keep the recommended next action specific. For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
Writeback contract
Send a predictable JSON object through HTTP module; Jodoo should receive the same field names each run. Make is helpful when operations teams want to explain the handoff with a canvas, filters, routers, and module-level run history.
Required output
Return exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority, source_platform, agent_confidence, and original workflow output for audit context.
Make controls
Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow. Add error handlers around the HTTP module so failed writebacks can be retried or moved to a manual review path. Document who owns the webhook URL and who is allowed to edit modules that carry production request data.
Invoice exception implementation notes
For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback. The HTTP module body should keep hold reason, payment readiness, exception type, and assigned reviewer in explicit mapped fields. Scenario history is useful for AP because every test invoice keeps its bundle, route, operation count, and response details in one visual run. After proof, Make can add an aggregator for invoice batches, a data store for duplicate invoice checks, and a Slack or email module for AP exception owners.
{
"invoice_number": "INV-2026-1048",
"vendor_name": "Atlas Packaging Co.",
"invoice_amount": 18640,
"po_number": "PO-7782",
"exception_type": "PO amount mismatch",
"hold_reason": "Amount mismatch and missing receiving confirmation",
"payment_readiness": "On hold",
"approval_status": "Exception review",
"assigned_owner": "AP Exceptions",
"budget_owner": "Maya Chen",
"recommended_resolution": "Hold payment and request variance approval",
"priority": "High"
}JODOO STARTER APP
Invoice exception starter app
Use the field model, views, and automations when adapting the invoice exception review workflow for your team.
Included fields
- Vendor name
- Invoice number
- Invoice date
- Invoice amount
- PO number
- Due date
- Exception flag
- Exception reason
- Coding status
- Payment readiness
- Approval status
- Assigned reviewer
- Budget owner
- Recommended resolution
- Original workflow output
Suggested views
- Exception review
- Payment hold queue
- Budget owner review
- Ready for payment
- All invoice submissions
Automation rules
- Create a Jodoo record after Make returns structured output.
- Move high-priority or exception records into the right owner queue.
- Notify the suggested owner when missing information or hold reason is present.
- Keep the original workflow output in audit context.
ROLLOUT CHECKLIST
What to confirm before production
- Send synthetic data to the Custom webhook before activating the scenario.
- Reopen the HTTP module after edits and confirm the saved JSON mapping.
- Use scenario history to confirm status, operations, and response body.
- Add routers, filters, and notifications only after the base writeback is stable.
- Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.
- Add error handlers around the HTTP module so failed writebacks can be retried or moved to a manual review path.
- Document who owns the webhook URL and who is allowed to edit modules that carry production request data.
- The HTTP module body should keep hold reason, payment readiness, exception type, and assigned reviewer in explicit mapped fields.
- Scenario history is useful for AP because every test invoice keeps its bundle, route, operation count, and response details in one visual run.
- After proof, Make can add an aggregator for invoice batches, a data store for duplicate invoice checks, and a Slack or email module for AP exception owners.
IMPLEMENTATION REFERENCES
Keep the setup details for your team
Jodoo Starter App Blueprint
The Jodoo field model, recommended views, and automation ideas for adapting the Invoice Approval Workflow.
Open blueprintAgent Prompt + Workflow Recipe
The Make setup, output contract, endpoint notes, and test-run recipe used for this writeback proof.
Open recipeWORKFLOW
From Make invoice exception to Jodoo record
Make handles the visual scenario; Jodoo keeps the record teams can filter, assign, and review.
Custom webhook receives or starts the invoice exception review with synthetic data first.
Make applies a focused review instruction and returns exception type, hold reason, payment readiness, assigned reviewer, budget owner, recommended resolution, and priority.
HTTP module sends the structured output to the Jodoo writeback bridge and receives a data ID.
For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
The HTTP module body should keep hold reason, payment readiness, exception type, and assigned reviewer in explicit mapped fields.
Scenario history is useful for AP because every test invoice keeps its bundle, route, operation count, and response details in one visual run.
After proof, Make can add an aggregator for invoice batches, a data store for duplicate invoice checks, and a Slack or email module for AP exception owners.
Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body.
Use a router after the base proof when high-value contracts, urgent invoices, or missing-information cases need different Jodoo queues.
Jodoo creates the Invoice Approval Workflow record and stores Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date, Exception flag, Exception reason.
The team reviews the queue, assigns ownership, and completes the next action: hold payment, request receiving confirmation, and ask the budget owner to approve the variance.
Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.
Add error handlers around the HTTP module so failed writebacks can be retried or moved to a manual review path.
JODOO RECORD
What Jodoo stores
Jodoo keeps the durable invoice exception fields after the workflow runs: Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date, Exception flag, Exception reason.
Vendor nameInvoice numberInvoice dateInvoice amountPO numberDue dateException flagException reasonCoding statusPayment readinessApproval statusAssigned reviewerBudget ownerRecommended resolutionOriginal workflow output
REAL TEST RUN
A Make workflow wrote the invoice exception into Jodoo
The screenshots use synthetic data and show the Make setup, a successful run, and the Jodoo row created by the workflow.
Make scenario configuration
A Make Custom webhook receives the sample payload and an HTTP module sends structured fields into Jodoo.
Successful Make run
The Make run history shows the HTTP module completion, operation details, and the Jodoo data ID response.
Jodoo writeback
The invoice exception review was written into Jodoo with Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date fields visible.
FAQ
Common questions
Answers about using agent platforms with Jodoo records, workflows, and app templates.
Was this Make invoice exception review tested end to end?
Yes. The proof used synthetic data, a real Make run, and a verified Jodoo writeback screenshot with a proof manifest.
Why use Make for invoice exception review?
Use Make when operations teams that want a visible scenario canvas, Run once testing, and module history. Jodoo then keeps the durable record for review and follow-up.
How is this Make implementation different from the other platform examples?
The public proof uses Make Run once mode so the captured screenshot can show the webhook bundle, module bubbles, operation count, and HTTP response in the scenario history. Start with a Custom webhook, paste the sample request, and let Make infer the bundle before mapping the decision fields into the HTTP module body. For invoice exception review, Make can branch PO mismatch, missing receiving confirmation, and budget-owner approval cases into separate paths after the base writeback.
What does Jodoo store after the workflow runs?
Jodoo stores Vendor name, Invoice number, Invoice date, Invoice amount, PO number, Due date, Exception flag, Exception reason, Coding status, Payment readiness, plus the original workflow output for audit context.
Can this connect to production source data later?
Yes. Start with the verified synthetic run, then connect forms, portals, inboxes, APIs, or internal systems once the invoice exception review schema is stable. Use a router after the base proof when high-value contracts, urgent invoices, or missing-information cases need different Jodoo queues.
What should stay reviewed by the team?
The workflow can prepare the decision fields, but owners should still review business risk, payment or legal approval, and final operating decisions. Document who owns the webhook URL and who is allowed to edit modules that carry production request data.
NEXT STEP
Turn invoice exception into tracked follow-up
Start with one verified Make run, then reuse the same writeback pattern for adjacent review queues and operational handoffs. Review operation usage, webhook ownership, and scenario scheduling before turning a Run once proof into an active workflow.