An AI spend classification agent reads the supplier name, line description, GL code and PO text, and assigns a category from your taxonomy, down to the level of detail you define.
The agent gathers lines from invoices and card records.
It reads vendor and line text.
It labels each line with a spend category and reason.
A category manager reviews doubtful items.
Corrections feed the category mapping.
Classified spend appears in analysis.
It handles messy text and abbreviations, and uses the supplier's main line of business as a hint without applying it blindly.
It reports a confidence for each line, queues low-confidence lines for review and records corrections, so the taxonomy is applied the same way over time.
Spend reports are only as good as the categories behind them, and categories drift when many people tag spend in different ways.
The same item is described in ten ways.
A large vendor may sell hardware, software and services.
Moving from one scheme to another requires reclassifying history.
Small, one-off purchases rarely get tagged properly.
Teams cannot compare categories or find savings when the data is unreliable.
The agent extracts supplier, description, amount and any codes attached to the line.
It maps the description to a category in your scheme, at the depth you use.
It checks the supplier's other lines, the department and the GL code to resolve ambiguity.
Each assignment gets a confidence level, and low scores go to review.
Reviewer decisions are stored and applied to similar lines in future.
Bring a small sample and watch Flo work through it.
| Aspect | By hand | With the agent |
|---|---|---|
| Taxonomy use | Spend is classified by vendor only. | Lines are classified by what was bought, not just who sold it. |
| Coverage | A large share of spend sits in an unclassified bucket. | Unclear lines are listed with candidates for review. |
| Consistency | Teams classify the same item differently. | One taxonomy is applied with reasons. |
| Maintenance | Mappings are updated yearly in a spreadsheet. | Corrections update mappings as they happen. |
| Use in sourcing | Category managers rebuild data before sourcing. | Classified spend is ready for category work. |
| If | Then | Who decides |
|---|---|---|
| Vendor sells one clear category | Assigns that category | None, shown as a default |
| Vendor sells many categories | Reads the line text to choose | Category owner reviews low-confidence lines |
| Line text is too vague | Leaves it unclassified with candidates | Category owner decides |
| Vendor is new | Proposes a category from public descriptions and similar vendors | Category owner confirms |
| Category changes for a vendor | Flags it for review | Category owner decides |
| A correction is made | Applies it to similar lines | Category owner approves the rule |
The agent classifies by the largest component and flags the bundle. The category owner decides on a split.
The agent uses the PO and vendor history. If none help, it stays unclassified for review.
The agent maps old categories to new ones and shows the mapping. The procurement lead approves it.
The agent applies the tie-break rule held in the taxonomy. The category owner owns the rule.
Talk it through with the team. We will map it to your steps and show where a person stays in control.
Agree a clear category list.
Start with the largest vendors.
Category managers clear doubtful lines.
Classify new lines as they arrive.
This shows how much of your spend can be analysed by category. Watch the share left in unclassified or other, which hides savings opportunities.
Quick answers to what people ask most about spend classification.
Book a demoIt is sorting purchases into a consistent set of categories so spend can be compared, analysed and managed across the organisation.
It reads the description, supplier and codes, maps them to your taxonomy, and scores its confidence. Doubtful lines go to a person.
Your own, or a standard scheme you adopt. The agent applies the categories you define and does not impose its own.
GL coding chooses the accounting account. Spend classification chooses the procurement category, which supports analysis and sourcing rather than the ledger.
Invoice approval reminders are the nudges sent to approvers when an invoice has waited too long for a decision, so it is not paid late.
→Invoice approval routing is the step of sending each invoice to the person or people with authority to approve it, based on amount, cost center, category and policy.
→Quantity variance is the difference between the number of units billed on an invoice and the number ordered or received.
→Price variance is the gap between the price a supplier charges on an invoice and the price agreed on the purchase order or contract.
→Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
