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Implementation

Implementation

Optimization & Automation in Finance

AI agent for automated
variance analysis in finance


Technologies & Methods

Agent Orchestration

LLM Operations

API Integration Framework

Power BI Integration

Prompt Engineering

NLP

Optimization & Automation in Finance

AI agent for automated
variance analysis in finance


Technologies & Methods

Agent Orchestration

LLM Operations

API Integration Framework

Power BI Integration

Prompt Engineering

NLP

Challenge

Development of an AI agent that automatically analyzes individual postings and flags anomalies before month-end close. The agent systematically checks for missing recurring entries, validates cost centers by comparing them with historical patterns, and detects unusual amounts at account level. The system works directly with Power BI exports and delivers focused audit/review insights.

Solution

Development of an AI agent that automatically analyzes individual bookings and reports anomalies before the month-end close. The agent systematically checks for missing recurring entries, validates cost centers by comparing with historical patterns, and detects unusual amounts at the account level. The system works directly with Power BI exports and provides focused audit cues.

Results

1

Reduction of the inspection time from several hours to a few minutes per company

2

Early detection of erroneous bookings through systematic rather than random checks

3

The finance team can focus on a few relevant outliers instead of thousands of inconspicuous bookings.

4

Scalability to multiple companies without additional manual effort

Our Approach To Sustainable AI Transformation

Our Approach To Sustainable AI Transformation

Inspiration & AI Training

Inspiration & AI Training

We enable your employees with AI training to unlock AI’s full potential. Result: average 10% time savings per employee.

We enable your employees with AI training to unlock AI’s full potential. Result: average 10% time savings per employee.

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Idea development & AI strategy

Together we develop an AI strategy, identify the biggest opportunities, and define the right use cases.

Together we develop an AI strategy, identify the biggest opportunities, and define the right use cases.

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AI development

AI development

Our engineers implement your AI solutions — with your team or turnkey.

Our engineers implement your AI solutions — with your team or turnkey.

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