An AI category insights agent builds a profile for a category with total spend, vendor concentration, contract coverage, price ranges and upcoming renewals.
A buyer or leader asks about a category
Agent pulls spend, vendors, contracts and price points
Agent notes concentration, trends and outliers
Agent drafts an insight brief in plain language
Category buyer adds market context and judgement
Briefs are stored by category and date
It highlights changes since the last review, such as new vendors, rising unit prices or growth in a particular team's use.
It lists open questions for the category manager, for example where the data conflicts or coverage is thin.
Category managers spend much of their time collecting data before they can think about strategy. The profile is out of date soon after it is finished.
A category review takes weeks of exporting and merging.
Only the main vendors are examined, and the long tail is ignored.
Nobody knows what changed since the last strategy.
Agreements sit with other teams and never appear in the profile.
Each category is reviewed differently, so comparison is hard.
Set the scope using your taxonomy and vendor list.
Collect spend, contracts, prices and renewals for the scope.
Show concentration, price spread and contract coverage.
Compare with the previous period and mark what moved.
Produce a brief with findings and open questions for the manager.
Bring a small sample and watch Flo work through it.
| Aspect | By hand | With the agent |
|---|---|---|
| Preparation | Briefs take days of exports and slides | A draft brief is assembled from current data |
| Coverage | Only strategic categories get a brief | Any category can have a brief on demand |
| Content | Charts without explanation | Each chart is paired with what it appears to show |
| Freshness | Briefs age quickly | A brief can be refreshed from the latest records |
| Comparison | Categories are hard to compare | Briefs share one layout so categories can be compared |
| If | Then | Who decides |
|---|---|---|
| A few vendors take most of the spend | Notes the concentration and the dependency | Category buyer assesses the risk |
| Unit price varies across vendors | Shows the spread | Category buyer investigates |
| Spend in a category is growing quickly | Describes the growth and its main drivers | Budget owner explains |
| Contracts in the category expire together | Lists the cluster of dates | Category lead plans renewals |
| Data coverage is thin | States the limits of the brief | Analyst decides whether to proceed |
| Brief mentions market conditions | Marks them as not from internal data | Category buyer supplies the context |
The agent notes spend that could belong to two categories. The taxonomy owner decides where it sits.
The agent labels the insight as driven by a single transaction. The buyer judges whether to act.
The agent keeps negotiation notes out of shared briefs. The category lead decides what is shared.
The agent cannot see external change. The category buyer adds the context and revises the reading.
Talk it through with the team. We will map it to your steps and show where a person stays in control.
Agree the sections and the questions every category brief should answer.
Produce a brief and let the buyer mark what was useful.
Update briefs on a regular schedule and note what changed.
Extend to the full list, keeping buyers responsible for interpretation.
Freshness (days) = today's date - date the category profile was last refreshedIt shows how current the facts are. Compare it with decision dates such as renewals and budget cycles.
Quick answers to what people ask most about category insights.
Book a demoThey are the facts about a spend category that inform sourcing strategy, covering vendors, spend, prices, contracts and recent change.
No. It builds the fact base and raises questions. The category manager decides.
That is your choice. The agent can refresh on a schedule or ahead of a review.
It lists the conflict and the sources for a person to resolve.
Spend forecasting is the projection of what the organisation will pay vendors over a coming period.
→Procurement KPI reporting is the regular publication of measures such as cycle time, contract coverage and spend under management.
→Cost avoidance is the value of a cost that did not occur because of a procurement action, such as holding a price when an increase was proposed.
→Cycle time reporting measures how long a purchase, contract or approval takes from start to finish and how long it waits at each stage.
→Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
