No items found.
No items found.
No items found.

ISTA: Automating invoice matching for €40M in transactions in just 6 weeks

Development of an intelligent matching engine to reduce the volume of manual lettering by 50% to 15%

Context

At the annual closing of accounts, ISTA must reconcile thousands of customer payments (over €40 million in three months) with their invoices. This lettering process is an essential link in managing cash flow and accounting reliability. Until now 50% manual, it strongly mobilized teams and required the hiring and training of two temporary workers each year. The peak in activity weighed heavily on teams, who had to pause other tasks with higher added value. Internal attempts via SAP and Excel had already shown the potential for automation, without allowing business complexity to be addressed on a large scale. To respond to this, ISTA launched an automation project with Theodo, in order to make the process more reliable and reduce human effort on this repetitive task.

Challenges

  • Reduce to 15% the cases of manual and semi-automatic lettering, which until now represented 50% of cases.
  • Process heterogeneous source data (PDF, Excel, emails, emails, SAP systems, Eloficash) with structures that are sometimes incomplete or not aligned.
  • Develop an intelligent matching logic capable of managing complex management cases (partial payment, multi-invoices, absence of transfer notice).

Our approach

A dedicated agile team composed of 2 Theodo AI experts, supported occasionally by a DevOps expert for Azure deployment via Terraform.

Just-in-Time Delivery

A modular architecture with Azure Document Intelligence and integration with existing lettering flows allowed the construction of an application in production in 6 weeks.

Right First Time

In-depth framing workshops with professionals to prioritize treatable cases from the first version.

Product co-construction

With ISTA to define the use cases, critical business rules and the structure of the output files required for SAP import.

“Theodo's proactive side is really cool. [...] For their part, they did not hesitate to offer us solutions because they knew the tools better, they knew what they could offer us, what was feasible or not. Where we didn't even dare to think about it.”

Our impact

60%

cases not initially handled by SAP (i.e. half of the cases in total) could be automated.

Reliability

of the accounting process with an Excel output file that can be integrated into SAP for 100% readable cases.

Scalable

Architecture deployed on Azure, ready to integrate other sources or use cases (condominiums, social landlords, etc.).

Discover other client success stories

No items found.
See our client success stories