Procurement Spend Analytics Agent
The Spend Analytics Agent classifies your accounts payable spend by category, supplier and business unit, cleans up duplicate supplier records and exposes maverick spend outside contracts. It tracks how much you spend with black-owned, black women-owned and SMME suppliers against your B-BBEE preferential procurement targets, and points to where consolidating suppliers would unlock better pricing.
Ideal forProcurement teams
The difference
From 3-5 working days per quarterly spend review to 4-6 hours
Your procurement team spends the quarter negotiating and developing suppliers instead of cleaning spreadsheets.
Done by hand
3-5 working days per quarterly spend review
With the Vanine agent
4-6 hours
Time returned to your team
85%
Indicative figures. We measure your own baseline in the first fortnight so the numbers you see are yours.
A trustworthy spend cube
Supplier masters in SA ERPs are full of duplicates, inconsistent names and vague GL codes. The agent cleans and classifies spend so category decisions rest on a single, reliable view.
B-BBEE procurement on track all year
Preferential procurement and ESD points depend on spend with verified suppliers. You see your position against target every month, not when the verification agency arrives.
Savings you can act on
Fragmented spend across business units hides volume leverage. The agent shows where consolidation and contract coverage will cut cost.
Capabilities
See where every rand goes, and who it really supports.
Built for procurement heads, CPOs, finance directors, B-BBEE and ESD managers and category managers in South African corporates, SOEs and large public entities.
Spend classification
Maps every AP line to a consistent category taxonomy using supplier, description and GL data, with a confidence score and a review queue for low-confidence items.
Duplicate supplier detection
Finds suppliers held under different names, registration numbers or bank details across ERPs and business units, and proposes a clean master record.
Maverick spend detection
Flags purchases made without a purchase order, outside approved contracts or with non-preferred suppliers, grouped by business unit and requester.
B-BBEE preferential procurement tracking
Links spend to each supplier's B-BBEE certificate or sworn affidavit, recognition level and ownership status, and tracks performance against your scorecard targets and certificate expiry dates.
SMME and ESD spend insight
Shows spend with EMEs and QSEs and with supplier development beneficiaries, so your ESD team can see where support is creating real commercial relationships.
Consolidation opportunities
Identifies categories with many suppliers and similar items, and estimates the volume available for a single negotiated agreement.
How it works
From your systems to a result you sign off
Your procurement and B-BBEE leads review classifications and supplier merges before any master data is changed, and the verification agency confirms your scorecard.
Connect the places your spend records already live.
AP transactions, purchase orders and supplier masters from your ERP or SAP Ariba and Coupa, plus B-BBEE certificates held in SharePoint. Already use something else? We connect that too.
- OpenAI Frontier
- Your own AI platform or models
- Microsoft 365 (Teams, SharePoint, Outlook, Excel)
- Copilot Studio
- SAP S/4HANA, Oracle, Sage, Syspro, Dynamics 365
- SAP Ariba and Coupa
- Power BI and Excel spend dashboards
Runs monthly or quarterly as a scheduled job, with questions answered on request in Teams or OpenAI Frontier using your approved models.
A classified spend cube, B-BBEE procurement tracker and savings opportunity list in Excel or Power BI.
Step by step
- 01
The period closes and the agent starts on schedule or on request.
- 02
It pulls AP spend, purchase orders and supplier master data from your ERP and P2P system.
- 03
It classifies spend, merges duplicate suppliers and links each supplier to its B-BBEE evidence.
- 04
It builds the spend cube, B-BBEE tracker and consolidation opportunities.
- 05
Your procurement lead reviews the exceptions and approves master data changes.
- 06
Category managers act on the savings list and the B-BBEE team updates its scorecard plan.
Deployment
Runs inside the tools your team already uses
The same agent and the same cited output, delivered three ways: through the AI assistant you have rolled out, on a model you host yourself, or inside your own software.
In the frontier assistant you already pay for
We publish the agent as an MCP server. Add it as a connector and your team calls it from the chat they use every day, with no new tool to learn.
"Classify Q2 spend by category"
- period
- Q2 FY2026
- taxonomy
- UNSPSC L2
On a model you host yourself
Run the agent on open-weight models in your data centre or private cloud. Your spend records never leave your network, which keeps POPIA and data residency straightforward.
- Llama
- Mistral
- Ollama
- or any OpenAI-compatible endpoint
Inside your own software
Trigger a run from your own workflows, and push the finished output into your ERP, GRC or reporting systems. We build the integration with your team.
- REST API
- Webhooks
- Batch jobs
- Embeddable review panel
Governed the same way, every route
Whichever way your team reaches the agent, identity, permissions and audit stay with your existing controls.
- Single sign-on through Entra ID, Okta or Google Workspace
- Reads only the documents each user is already allowed to open
- Every tool call written to an audit log you can export
How we deliver it
One agent, three ways to hold it
Start where your team already works, then take it as far into your systems as the value justifies.
DATA SECURITY & PRIVACY
Your spend records stay yours.
The agent runs inside your tenancy, reads only what each task needs, and never trains on your spend records. Every step is logged so your auditors can see exactly what it touched.
Built for regulated work.
+YOUR SPEND RECORDS NEVER LEAVE YOUR ENVIRONMENT
More agents
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Each one is built on the same foundation: your documents, your rules, and your people signing off.
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