Financial Reconciliation Enhancement for Jeeves

Open Opened on September 12, 2025
Main contact
Jeeves
Winter Garden, Florida, United States
VP, People
Portals
(1)
Project
120 hours per learner
Learner
Anywhere
Advanced level

Project scope

Categories
Artificial intelligence Financial services Machine learning Software development Website development
Skills
process optimization process improvement finance conceptual model machine learning financial data reconciliation data analysis templates operations
Details

The project aims to enhance the accuracy and efficiency of Jeeves' financial reconciliation processes. Currently, the finance team faces challenges in aligning transaction records across multiple systems, leading to discrepancies that can affect financial integrity and compliance. The project will involve analyzing existing reconciliation processes, identifying common discrepancies, and proposing improvements. Learners will apply their classroom knowledge of finance and data analysis to develop strategies that streamline these processes. Additionally, the project will explore the potential of using machine learning to automate parts of the reconciliation process, thereby reducing manual effort and increasing accuracy. This project provides an opportunity for learners to engage with real-world financial data and contribute to meaningful process improvements.

Deliverables

The deliverables for this project include a comprehensive report detailing the current reconciliation process and identified discrepancies. Learners will also provide a set of proposed process improvements, supported by data analysis. Additionally, a prototype or conceptual model demonstrating the potential application of machine learning in the reconciliation process will be developed. These deliverables will collectively aim to enhance the financial integrity and efficiency of Jeeves' reconciliation operations.


Tasks:

  • Review financial transactions and match them against internal and external records.
  • Investigate discrepancies and document findings.
  • Assist in developing standardized reconciliation templates and procedures.
  • Summarize progress and provide recommendations for process optimization.


Idea is to have an agent we can add to our product features :)

Mentorship
Domain expertise and knowledge

Providing specialized knowledge in the project subject area, with industry context.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

About the company

Company
Winter Garden, Florida, United States
51 - 200 employees
Banking & finance, Technology

Jeeves is a global financial platform built to help high-growth companies scale across borders. We provide an all-in-one expense management solution that includes corporate cards, cross-border payments, and cash management — all powered by a single, unified platform.

Our mission is to empower businesses by eliminating financial bottlenecks and giving teams the tools they need to operate seamlessly, whether they are managing spend in one country or across multiple markets.

With operations spanning North America, Latin America, Europe, and beyond, Jeeves supports companies with multi-currency capabilities, local compliance, and fast, flexible infrastructure. Backed by leading investors, Jeeves serves thousands of businesses worldwide, from early-stage startups to established enterprises.