Are your executives making critical decisions based on dashboards that show yesterday's information?
In B2B corporations, the volume of operational information grows at a staggering rate. The problem arises when you rely on data extraction processes (ETL) that run overnight to update your Data Warehouse. As your database expands, this nightly synchronization goes from taking two hours to fourteen. When the management team arrives at the office, the process has not yet finished, the system crashes due to a lack of memory, and financial or stock reports are empty or outdated. You are running a modern company looking through the rearview mirror.
The trap of Increasing Reporting Server RAM
The instinctive solution for many IT teams is to hire more computing power to try and make the nightly dump finish faster. Trying to accelerate an inefficient process by injecting more RAM is like putting a band-aid on a burst pipe.
Our solution: Streaming Architecture and Change Data Capture (CDC)
At LANZA ESTUDIO, we eradicate batch processing. As software architecture specialists, we design and implement real-time data streaming systems, capturing changes in the exact millisecond they occur in your transactional database.
- Change Data Capture (CDC): We implement technology that directly reads your main database's transaction log, detecting every insertion or update without adding processing load.
- High-Speed Streaming Pipelines: We configure messaging brokers (like Apache Kafka) to transport these events in milliseconds from the operational database to your analytics systems.
- On-the-Fly Data Transformation: We process, clean, and normalize the information while it is in motion, eliminating the need for heavy, blocking calculations at the end of the month.
- Decoupled Analytical Storage: We dump the already processed information into ultra-fast analytical databases, ready to be queried by your Business Intelligence tools (Power BI, Tableau) without waiting.
The Real Impact on B2B Decision Making
- Dashboards Synchronized to the Second: Your executives and analysts will visualize the real state of sales, stock, and billing live, allowing for immediate strategic reactions.
- Elimination of Nightly Crashes: By processing data continuously and in small fragments, you forever eradicate late-night server freezes and emergency calls to the IT team.
- Infinite Analytical Scalability: Your new architecture will be able to process terabytes of streaming information without degrading, preparing your B2B company for future Artificial Intelligence integrations.