2025 / Case Study: Reportia – AI-Powered Reporting Engine
Reportia: AI-Powered Reporting Engine
Designed and deployed Reportia, an intelligent reporting platform that uses AI to generate contextual insights, automate alerts, and deliver on-demand visual analytics to operational managers.
- AI-Generated Reports: Leveraged ML models to auto-generate weekly and monthly summaries based on user access patterns and operational anomalies.
- Proactive Alerting: Integrated business rules and AI to notify stakeholders of potential risks or deviations in KPIs.
- Drill-Down Capabilities: Enabled department-level deep dives into finance, supply chain, and HR metrics from high-level dashboards.
- Chatbot Interface: Included conversational access to reports using natural language queries powered by Azure OpenAI.
Tools & Technologies: Power BI, Python, Azure Cognitive Services, Microsoft Fabric, LangChain
Stakeholders: Operational Managers, Data Science Team, Executive Sponsors
Key Results:
- Reduced report turnaround time by 60%
- Increased stakeholder report adoption by 40%
- Flagged anomalies with 95% precision using predictive algorithms
- Integrated real-time alerts for threshold breaches across departments
Security & Governance:
- Role-based access control and data masking for sensitive KPIs
- Data lineage tracking and audit logs maintained for compliance