QueryXpert AI

AI-Powered Data Access for SAP S/4HANA

90%

Reduction in Manual Reporting

100%

Self-Service Analytics

15pts

NPS Increase

Project Overview

We developed QueryXpert, an AI-powered Natural Language to SQL solution enabling instant, intelligent access to enterprise data across SAP S/4HANA and multi-cloud environments.

Core Functionalities

Automated Data Ingestion Pipelines

  • Connectors to databases (SQL/NoSQL), APIs, IoT devices
  • Real-time data streaming with Apache Kafka

Data Normalization

  • Schema reconciliation and transformations
  • Support for batch and streaming data

Technical Stack

Data Infrastructure

Apache Kafka
Apache Flink
Airflow

ML & AI

scikit-learn
PyTorch
TensorFlow

Frontend & API

React.js
FastAPI
D3.js

Infrastructure

Kubernetes
AWS EKS
AWS S3

Monitoring

Infrastructure

Prometheus
Grafana

Application

Sentry
ELK Stack

Business KPIs

Custom Dashboards
Metabase

The Challenge

Enterprise users struggled with accessing and analyzing SAP S/4HANA data effectively. Key challenges included:

  • Complex technical queries requiring specialized SAP knowledge
  • Time-consuming manual report generation and data extraction
  • Limited access to real-time data for business decision-making
  • High dependency on IT teams for custom report creation

Detailed Solution

Natural Language Processing

Advanced language understanding and query translation

  • Context-aware query interpretation
  • Business terminology mapping
  • Multi-language support
  • Query optimization

Data Integration

Seamless connectivity across data sources

  • SAP HANA integration
  • Real-time data streaming
  • Multi-source aggregation
  • Data transformation pipelines

Analytics Engine

Powerful data analysis and visualization

  • Predictive analytics
  • Custom dashboards
  • Automated reporting
  • Data exploration tools

Security Framework

Enterprise-grade data protection

  • Role-based access control
  • Data encryption
  • Audit logging
  • Compliance monitoring

Implementation Process

Phase 1

Data Source Integration

Setting up connectors and data pipelines for SAP and non-SAP sources

Phase 2

NLP Model Training

Training and fine-tuning models with domain-specific data

Phase 3

User Interface Development

Building intuitive dashboards and visualization tools

Phase 4

Testing & Optimization

Performance tuning and user acceptance testing

Strategic Advantages

Democratized Data Access

Empowering business users with self-service analytics and natural language queries

Enhanced Decision Making

Real-time insights and predictive analytics for data-driven decisions

Operational Efficiency

90% reduction in report generation time and IT dependency

Ready to Transform Your Data Access?

Let's discuss how QueryXpert can revolutionize your SAP data experience

Contact Us Today