Proven Results for High-Volume Data Challenges
Technology is only a tool. The real measure of success is the tangible business results it delivers.
Below, we showcase how we’ve partnered with organizations across different industries to solve their most complex data problems. Each case study is a testament to our production-first mentality and deep expertise in transforming slow, unstable systems into fast, reliable, and valuable data platforms.
Case Study 1
The High-Throughput Crypto Enterprise
Objective
Tame extreme query latency and deliver real-time analytics for a rapidly growing crypto platform.
Challenge
PostgreSQL database couldn’t handle the analytical workload, resulting in 18+ second query times and unusable dashboards.
Solution
A full migration to a performance-tuned ClickHouse cluster with a high-throughput ingestion pipeline.
The Story
A leading crypto platform was a victim of its own success. As user activity skyrocketed, their dashboards became slow and unreliable, hindering real-time decision-making. We were brought in to replace their overwhelmed database with a ClickHouse solution built for speed at scale.
Key Results
97% Reduction in Query Latency
Average dashboard query times plummeted from 18 seconds to under 500 milliseconds.
Real-Time Dashboards Stabilized
Teams regained full confidence in their analytics with stable, sub-second data access.
Mission-Critical Workloads Migrated
Slow and inefficient regulatory workloads were moved to high-performance platform.
What they say
“The Vortix team didn’t just install ClickHouse — they made it production-ready. They helped us reduce query time from 18 seconds to 500ms.”
– CTO, A Leading Crypto Enterprise
Case Study 2
The Mission-Critical Fintech Enterprise
Objective
Stabilize a failing ClickHouse cluster and restore confidence in a mission-critical analytical platform.
Challenge
The client’s existing ClickHouse cluster was unstable, suffering from failing replicas and frequent 502 errors, putting operations at risk.
Solution
A comprehensive performance tuning, backup, and high-availability overhaul.
The Story
A fintech client’s confidence in their analytical platform was collapsing. Their self-managed ClickHouse setup was plagued with errors that their team couldn’t resolve. Vortix was engaged as an emergency response team to diagnose the root causes and implement production-grade fixes.
Key Results
Production Stability Restored
We resolved the underlying issues causing 502 errors and stabilized the cluster for reliable daily use.
Resilient Replica Recovery
A robust replica recovery process was implemented to ensure the system could automatically handle node failures.
Expert Backup & HA Implemented
We deployed a professional backup and high-availability strategy, preventing future data loss and restoring operational peace of mind.
What they say
“Their expertise in performance tuning and backups saved our ClickHouse setup from collapse. Easily the best ClickHouse partner we’ve worked with.”
– Engineering Lead, A Fintech Enterprise
Case Study 3
The National Telecom Provider
Objective
Build a real-time alert analytics platform capable of handling massive data throughput across multiple data centers.
Challenge
The client needed to ingest and analyze over 50GB of alert data per day in real time for network monitoring and security.
Solution
A ground-up implementation of a multi-DC ClickHouse cluster designed for high-throughput ingestion and real-time querying.
The Story
A major telecom provider required a new platform to analyze a torrent of network alerts from across their national infrastructure. The system needed to be both incredibly fast and highly resilient, operating active-active across three separate data centers.
Key Results
50GB/Day Ingestion Throughput
The platform was built to effortlessly handle the massive daily data volume without performance degradation.
Real-Time Alerting Views
Operations teams were equipped with real-time dashboards to instantly identify and react to network issues.
Multi-Data Center Resiliency
An active-active, backup-aware architecture was deployed across three data centers, ensuring maximum uptime and data durability.
What they say
“Vortix’s expertise in designing resilient, multi-data center systems is top-tier. We now have a highly available alert analytics platform that our network operations center can depend on 24/7.”
– Director of Infrastructure, National Telecom Provider
Ready to Transform Your Data Strategy?
If your current analytics platform is falling short, it’s time to explore new possibilities. Let us help you achieve unparalleled performance and scalability. Schedule a free consultation today to discover how Vortix can elevate your data operations.