AI Agents for Sage
Intacct Payables
A bill coded to the right account with the wrong department is invisible in the totals and wrong in every departmental view.
- An Intacct bill line carries the dimensions that make every downstream report possible. The right account with the wrong department is invisible in totals and wrong everywhere else.
- Required dimensions can be enforced on some entry paths and not others, so coverage looks fine until somebody uses the route that does not enforce them.
- In a worked month of 640 bills, 112 lines worth 284,000 were missing a required dimension. Every departmental report that month was understated and nobody noticed.
- Propose coding from this vendor's prior treatment for similar amounts, not from the vendor default. A vendor supplying two things has two patterns and a default merges them.
- Report bills where preparer and approver are the same, and bills that matched no routing rule. Both open quietly as an organisation changes.
AI agents for Sage Intacct accounts payable check dimension completeness on every bill line rather than on the header, propose coding from what the vendor was actually coded to before, and report the approval gaps that open as an organisation changes. ChatFin reads through the Web Services API and prepares work for a person to approve.
The Intacct specific problem is that dimensions are the analysis and nothing forces them onto every line. A required dimension can be enforced on one entry path and not another, so coverage looks healthy until a bill arrives through the route that does not check. The bill balances, the account is valid, the total is right, and the departmental report for that month is quietly understated.
Every AP line carries dimensions, and that is where coding goes wrong
An Intacct bill line is not just an account and an amount. It carries the dimensions that make every downstream report possible, and a line coded to the right account with the wrong department is invisible in the totals and wrong in every departmental view.
| What is checked today | What is not |
|---|---|
| Does the bill balance | Does every line carry the dimensions it should |
| Is the account valid | Is the department the one this vendor normally hits |
| Is the vendor approved | Did this vendor's coding change without explanation |
| Is it within the approval limit | Are dimension values being defaulted rather than chosen |
The right hand column is what determines whether the analysis works, and none of it is enforced at entry. A required dimension can be set on some entry paths and not others, so coverage looks fine until somebody enters a bill through the route that does not enforce it.
ChatFin checks dimension completeness on every bill line, not just on the header, and reports which entry path produced the gaps. That is the fix, rather than correcting the bills one at a time.
Proposing coding from what the vendor already did
Most AP coding is repetition. The same vendor, the same service, the same dimensions, every month. That makes it a good candidate for proposal and a bad candidate for a rule.
Take the purchase order coding where one exists
Highest confidence, and it should always be tried before anything is inferred.
Otherwise use this vendor's prior coding for similar amounts
Not just the vendor default. A vendor supplying two things has two coding patterns, and a single default silently merges them.
Report confidence per dimension, not per bill
Account might be certain while department is a guess. One score for a whole bill hides which field to check.
Flag a change in pattern rather than following it
When a vendor's coding shifts, that is either a real change or an error, and it should be raised the first time, not adopted.
A worked AP review, 640 bills in a month
640 bills, all approved and posted. Running dimension and coding checks over the same month afterwards finds five things.
| Finding | Lines | Value | Consequence if unnoticed |
|---|---|---|---|
| Missing a required dimension | 112 | 284,000 | Departmental reporting understates by this |
| Coded to a default dimension value | 67 | 141,000 | Sits in a catch all nobody reviews |
| Vendor coding changed with no explanation | 19 | 88,000 | A real change, or an error, repeating |
| Duplicate under a changed reference | 4 | 31,000 | Paid twice |
| Bill approved by the person who entered it | 23 | 96,000 | No second pair of eyes |
The first row is the one that matters most and looks least urgent. 284,000 of cost missing a dimension means every departmental report that month is understated, and nobody will notice because the total is right.
Approval workflow, and the gap that opens quietly
Intacct approval workflow is capable and it is configured once. What changes afterwards is the organisation.
Report bills where preparer and approver are the same, every period
Not as a blocker, as a list. Sometimes it is unavoidable and it should still be visible.
Report approvals by approver against the limit
If one person approves 80 percent by value, the workflow is not doing what it was designed to do.
Report bills that matched no routing rule
These are the ones that took an unintended path and nobody knows it.
ChatFin reports these three every period as a standing control. It changes no workflow configuration, because that is an access decision with consequences beyond finance.
Where this underperforms on Sage Intacct
Three.
Deeper in Sage Intacct payables
Three use cases sit under this hub, in build and shown rather than linked.
Worked on this page
Vendor follow up for missing invoices · AP inbox automation · Invoice intake and document extraction
Covered as sections here
Dimension completeness · GL coding · Approval routing · Duplicate detection · Segregation of duties
Questions Sage Intacct payables teams ask first
Why do dimension gaps survive in Sage Intacct payables?
Because the total is always right. A bill coded to a valid account with a missing department still balances, still posts and still shows correctly in the profit and loss. Only the departmental view is wrong, and nobody reconciles departmental views to the total. In a worked month, 112 lines worth 284,000 were missing a required dimension. ChatFin checks completeness per line and reports which entry path produced the gaps.
How should an agent propose AP coding?
From the purchase order where one exists, then from this vendor's prior coding for similar amounts, and never from the vendor default alone. A vendor supplying two different things has two coding patterns, and a single default silently merges them. ChatFin reports confidence per dimension rather than per bill, because the account can be certain while the department is a guess, and it flags a change in pattern rather than adopting it.
What approval problems open up over time?
Approvers leave and rules point at departed employees. Limits set years ago now route almost everything to one person. Dimension values created after the workflow was configured match no rule. And as teams shrink, preparer and approver become the same person. ChatFin reports all three as a standing control every period and changes no workflow configuration itself.
The total was right. The departmental report was not.
ChatFin checks dimension completeness on every bill line, names the entry path producing the gaps, and proposes coding from prior treatment with confidence per dimension.
It reports preparer equals approver, approvals against limit, and bills that matched no routing rule, every period. It approves nothing.
Bring one closed month of bills. The comparison takes an hour.
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Bring one closed month of bills.
We will run the dimension completeness check through ChatFin over a month you have already closed, and show you what your departmental reporting missed.