AI Agent Case Study
A Finance Agent That Reads Invoices and Prepares the Entry
A distribution company keyed hundreds of supplier invoices by hand each week. A finance AI agent now reads each one, matches it to the order and prepares the entry.
Results at a glance
- 60%Less manual data entryPeriod not stated · Internal measure
- 7 wkFrom kickoff to livePeriod not stated · Internal measure
The challenge: Hundreds of invoices, all keyed by hand
The accounts team opened each one, read it, found the matching purchase order, and keyed the lines into the ERP. It was slow, error-prone, and the month-end close waited on the backlog.
- Invoices arrived in many formats by email and post.
- Each was read and keyed into the ERP by hand.
- Matching to purchase orders was manual.
- The close waited on the invoice backlog.
The solution: An agent that reads, matches and prepares
It reads each invoice, extracts the lines, matches it to the purchase order and receipt, and prepares the entry. A person reviews and approves, and the agent posts it.
- Reads invoices in any format and extracts the data.
- Matches to the purchase order and receipt.
- Flags mismatches for a person instead of guessing.
- Prepares the entry and posts it on approval.
How it was delivered: Approval first, autonomy as trust grew
As accuracy proved out on clean three-way matches, we let those post automatically, while exceptions and new suppliers still go to a person.
The agent went live in seven weeks.
The outcome: Less keying, a faster close
Errors dropped with consistent matching, the invoice backlog cleared, and the month-end close moved earlier because the data is ready.
Related service
AI SolutionsRelated
More case studies
More case studies, and the case studies hub.
- ResourceCase studiesCase studies of ERP, AI and custom software projects delivered by TCB Infotech: the problem…
- Case studyERPNext Agriculture Case StudyAn agri-processing business tracked farmer procurement, batches and processing yield in ERPNext…
- Case studyElectronics Wholesale PortalAn electronics wholesale business launched a B2B customer portal on Odoo…
- Case studyERPNext Distribution Case StudyA regional distributor ran four branches on one ERPNext stock and sales system…
- Case studyFMCG Wholesale DistributorAn FMCG distributor connected three warehouses and six sales channels on Odoo…
- Case studyFood distributor ERPHow a food and beverage distributor used ERPNext FEFO picking and lot traceability to cut inventory write-offs by 28%…
- Case studyLead-Gen ChatbotA lead-generation chatbot qualified visitors, captured details into the CRM and booked demos after hours…
- Case studySupport ChatbotA support AI chatbot grounded in the help centre and orders now answers about 70% of routine questions instantly…
- Case studyAuto Parts Order CyclesAn automotive parts manufacturer connected sales…
- Case studyB2B Ordering AppA self-service B2B ordering web app let trade customers of a distributor order online around the clock…
- Case studyContractor Project CostingA building contractor put BOQ, procurement, billing and cost on one ERPNext system across eight projects…
- Case studyInfrastructure ProjectsAn infrastructure EPC firm ran packages, subcontractors and multi-stage billing on SAP S/4HANA…