The AI Analyst contains exclusive, domain-specific knowledge of SAP data and analyses – delivering answers that are more reliable, precise, and trustworthy.
Challenge
The flood of SAP data becomes an obstacle to informed decision-making
Every day, companies struggle with complex SAP data while striving for meaningful insights. Without intelligent support, analysis remains tedious, results stay superficial, and real insights go undiscovered. The reasons:
Manual analyses are time-consuming
Analysts spend hours preparing, checking, and interpreting raw data. AI Analyst is part of our data analytics platform dab Nexus: data extraction, analysis, and evaluation – seamlessly integrated into one end-to-end solution.
01
Missing root-cause analysis
Traditional analyses show the “what” but not the “why” – real insights, but deriving concrete actions remains difficult.
02
Complex SAP structures
SAP data is powerful, but difficult to understand – especially without deep, embedded process knowledge.
03
Decisions remain based on gut feeling
Generating analysis results is easy – but interpreting them, transferring them into the specific business context, and communicating them clearly to others is a far greater challenge.
04
Generic AIs deliver inaccurate answers
Traditional LLMs tend to hallucinate and lack the specialization needed to recognize complex SAP-specific relationships.
05
No access to domain-specific knowledge
Interpreting process-related results requires SAP and data expertise – knowledge that generic tools simply lack.
06
Solution
From blind analysis to pinpoint accuracy – with AI Analyst
AI Analyst offers the perfect symbiosis of targeted visualizations, intelligent root-cause analysis with explainable AI, and expert knowledge in chat – seamlessly embedded in Power BI.
Visualizations that hit the core
Interactive Power BI dashboards visualize connections rather than just numbers.
Automatic root-cause analysis
AI Analyst uncovers the causes of anomalies through its integrated root-cause analysis.
Explainable AI in action
The results of the root-cause analysis are verbalized and explained in simple terms; based on the solution’s SAP background knowledge.
Chat function for follow-up
Follow-up questions on analyses can be addressed directly in Power BI via chat with the SAP-specific LLM.
Domain knowledge included
The AI has access to specific, non-public expertise on SAP processes and analyses.
Seamless Power BI integration
Everything happens right where users already work – no need to switch tools.
How it works
SAP analytics tools become intelligent
With root-cause analysis, explainable AI, and an LLM specialized in SAP processes.
01
Automated SAP data extraction & preparation
With dab Nexus, data is automatically loaded from SAP and transformed into data products. These can then be analyzed using 300+ business analyses.
02
Automatic dashboarding
The analysis results are automatically presented in clear, interactive Power BI dashboards.
03
Root-cause analysis for detecting correlations
Patterns and anomalies are automatically identified in the analysis results and highlighted visually.
04
Proactive interpretation with domain-specific intelligence
AI Analyst proactively generates a summary of the analysis results and the produced visualization.
05
Chat functionality for follow-up
Users can ask follow-up and clarification questions directly in the chat. The LLM leverages curated background knowledge via RAG to provide accurate answers.
Ihre Vorteile
Benefits for your company
Faster insights
Go from data collection to insights in the shortest possible time with AI Analyst.
01
In-depth root-cause analysis
Instead of relying on samples, AI Analyst uncovers the causes behind analysis results.
02
Reduced analysis effort
Complex analyses are automatically evaluated and prepared, drastically reducing manual workload.
03
More confidence in decisions
Clear correlations enable fact-based actions.
04
User-friendly and familiar
Work within the Power BI environment you know – no training required.
05
Maximum relevance for SAP users
Full focus on business processes in SAP – not a generic tool.
06
References
Our References Speak of Success
Pierre Poukens
CAE of Huntsman
We got to know dab as a reliable and committed partner. That is why we opted for their “Support Gold” and technical assistance for our Analytic Projects and Automation initiatives.
Marcel Schäfer
Head of Audit for Corporate and Service Functions & Compliance at Covestro AG
For over 15 years now, we know dab as an innovative and reliable partner in the field of digital data analytics and related training. The seamless extraction of large amounts of data from SAP and the results of various analytics assist us in performing our audits more efficiently.
Lothar Klein-Schopper
Head of Group Internal Audit at Leoni AG
The standardized analytics from the dab AnalyticSuite have significantly increased the efficiency of our auditing activities and ensured sustainable knowledge management. Even with a change of employees, the new auditor can quickly familiarize themselves with the data analysis environment and evaluate SAP data without needing specific IT and SAP expertise.
Andreas Noserke
We always had the feeling that duplicate payments were slipping through – despite the dual control principle and SAP controls. The analysis not only showed us true duplicate payments, but false positives are also recognised by the AI and no longer need to be checked as much. This saves us an enormous amount of time in follow-up processing. The combination of rule-based analysis and learning AI is a real added value for us.
Features
Features of the AI Analyst
FAQ
Frequently asked Questions
The solution runs on Microsoft Azure – your data remains protected and compliant with applicable standards. For specific questions regarding data protection, please feel free to contact us, and we can address them in a personal meeting.
Yes, we offer personalized live demos and provide trial versions.
Yes, AI Analyst is designed as an add-on SAP data analytics software and builds on the existing analyses as its foundation.
The prerequisites are the use of dab Nexus, Microsoft Power BI, and Microsoft Azure.
Yes, the chat function allows you to ask natural-language questions about the specific analysis results.
Immediately if the basic setup is already in place – otherwise within just a few days.
Yes, the intuitive interface, workflow, and follow-up are explicitly designed for business users without technical expertise.
AI Analyst supports all common languages.