PythonFinanceBox 

We automate complex data flows where standard tools reach their limits.

Scope of services:

• Connection and integration of heterogeneous data sources (ERP, CRM, data warehouse, CSV, APIs) 
• Automated data extraction and transformation (ETL processes)
• Processing of large amounts of data beyond Excel limits
• Rule-based data validation and error checking
• Establishment of recurring, stable data pipelines
• Analysis of cross-system data sets 

We develop customised calculation and reconciliation logic for complex finance processes.

Scope of services:

• Development of complex reconciliations (e.g. management reporting, IFRS/local GAAP) 
• Mapping of customised valuation and distribution logic
• Automated reconciliation and consolidation processes
• Versioning and traceability of calculation logic
• Documentation for audit and revision security 

We analyse existing data and reporting processes and make them more efficient.

Scope of services:

• Analysis of manual Excel and PowerQuery processes
• Identification of automation potential
• Reduction of redundant work steps
• Standardisation of recurring financial processes
• Development of scalable process architectures 

We develop customised Python modules for specific finance requirements, including the integration of AI API interfaces. 

Scope of services:

• Development of custom scripts and tools
• Proof of concept in Python as a blueprint for other system mappings
• Creation of modular, reusable code building blocks
• Integration into existing system landscapes
• Performance optimisation for large data volumes 

We create technical and professional traceability.

Scope of services:

• Structured documentation of all data logic
• Monitoring concepts and heat maps
• Audit-proof process design
• Authorisation and access concepts
• Establishment of clear data responsibilities 

We empower finance teams to use data sustainably.

Scope of services:

• Training for finance employees
• Introduction to Python-based data processing
• Coaching for independent further development
• Best practice guidelines
• Support during implementation