Enterprises rely on data to make informed decisions, but traditional BI systems often slow them down. Long data pipelines, constant duplication, and delayed reporting prevent organizations from accessing real-time insights. In Place Analytics addresses this challenge by running analytics directly on live data sources, without copying or moving the data.
This approach is changing how businesses consume insights, making analytics faster, more reliable, and governance-safe.
What Makes In Place Analytics Different?
In place analytics eliminates the need for complex ETL processes. Instead of moving data into a separate analytics store, queries and visualizations run directly on existing systems like databases, warehouses, and data lakes.
- Traditional BI: Requires data movement into BI stores.
- In Place Analytics: Keeps data in its original source for real-time access.
The benefits include reduced costs, fewer delays, and greater trust in data accuracy.
Lumenn AI: Powering In Place Analytics
With Lumenn AI, in place analytics becomes effortless and enterprise-ready. The platform is built to analyze data where it resides while ensuring top-tier security and governance. Key features include:
- Natural language querying for instant answers in plain English
- No-code dashboard builder with automatic refreshes
- AI-driven data quality management to detect errors and inconsistencies
- Direct integration with Snowflake, Redshift, BigQuery, PostgreSQL, and more
- AI Auto Analyst Agent that proactively uncovers trends and anomalies
Everything runs inside your environment, ensuring compliance and data safety at all times.
Why Enterprises Choose Lumenn AI
Lumenn AI helps organizations go beyond static reports. Finance teams can monitor revenue and P&L in real time. Retailers can track campaign ROI instantly. Healthcare providers can analyze patient outcomes securely. Manufacturers, educators, and energy companies can operate with live dashboards and immediate intelligence.
Conclusion
In place analytics is a true paradigm shift, delivering real-time insights without the delays of traditional BI. With Lumenn AI, enterprises gain a conversational, AI-powered analytics layer that ensures speed, accuracy, and governance.
For more in-depth details and industry use cases, follow the full blog.
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