ClickHouse® Experts · Privacy-Focused Product Builders
Quantrail™ Data delivers end-to-end ClickHouse® database services, from architecture and migration to performance tuning and 24/7 managed operations, and builds privacy-focused software and AI products that run on infrastructure you own, starting with CHOps.
What we build
We provide end-to-end ClickHouse® database services and build the privacy-focused products that make data work easier.
Architecture, migration, performance tuning, and 24/7 managed operations on infrastructure you own. We do not hand you a runbook and walk away. We run it alongside your team, from the first cluster to petabyte scale.
See our ClickHouse® servicesWe got tired of managing the ClickHouse® database with a patchwork of tools, so we built one. CHOps brings monitoring, query profiling, backups, RBAC, and alerting into a single interface. Free, open-source, self-hosted, and zero agents on your servers.
Discover CHOpsAI you do not have to hand your data to. We build privacy-focused AI products on a simple principle: your data and your work stay yours. Made for teams who would rather own their tools than rent them. More to come.
Get in touchCapabilities
From the first pipeline to petabyte-scale analytics, we cover the full data lifecycle, plus the software around it.
Deployment, tuning, and 24/7 operations for ClickHouse® database clusters delivering sub-second queries at petabyte scale, on any cloud or on-prem.
Reliable, automated data pipelines with Apache Airflow, Kafka, and dbt that keep your analytics fresh and trustworthy.
Real-time dashboards and analytics infrastructure your team can rely on, built on open-source foundations.
Run on AWS, GCP, Azure, bare metal, or Kubernetes, with full data ownership and no vendor lock-in.
Custom software and privacy-focused AI applications, built and operated by the team that designed them.
Around-the-clock monitoring, performance tuning, and incident response so your data platform never sleeps.
Why Quantrail
We hold ourselves to the standard of software we ship and run in production, not slide decks. The same rigor goes into every service engagement.
Everything runs in your environment on open-source foundations. No lock-in, no proprietary tax, no surprises.
We own outcomes, from the first migration to the 2 a.m. page. We work as an extension of your team for the long run.
From the blog
Step-by-step tutorial to stream live changes from Apache Cassandra to ClickHouse® using the Debezium 3.5 Cassandra agent, Apache Kafka 4, and the ClickHouse Kafka Connect Sink. Real Docker Compose setup, enabling Cassandra CDC, an open dataset with an ingest script, CDC verification steps, and a ReplacingMergeTree design. Includes the important caveats of Cassandra CDC.
Jun 23, 2026
Run the ClickHouse® database on Kubernetes in a FIPS 140-3 compliant posture with the Altinity® operator 0.27.1 and later. Understand the three FIPS hardening controls, FIPS-built images, TLS-only configuration, the compliance boundary, and how to recover from a policy violation.
Jun 23, 2026
Step-by-step tutorial to stream live changes from Oracle Database to ClickHouse® using Debezium 3.5 with LogMiner, Apache Kafka 4, and the ClickHouse Kafka Connect Sink. Real Docker setup, verified image versions, archive log and supplemental logging configuration, and a ReplacingMergeTree design that handles inserts, updates, and deletes.
Jun 23, 2026
Set up a production-ready ClickHouse® cluster with ClickHouse Keeper. Learn replication, distributed tables, cluster configuration and best practices.
Jun 23, 2026
Step-by-step tutorial to stream live changes from Microsoft SQL Server to ClickHouse® using Debezium 3.5, Apache Kafka 4, and the ClickHouse Kafka Connect Sink. Real Docker Compose setup, enabling SQL Server CDC and Agent, an open dataset with an ingest script, CDC verification steps, and a ReplacingMergeTree design that handles inserts, updates, and deletes.
Jun 22, 2026
Step-by-step tutorial to stream live changes from MongoDB to ClickHouse® using Debezium 3.5, Apache Kafka 4, and the ClickHouse Kafka Connect Sink. Real Docker Compose setup, replica set and change streams configuration, flattening nested documents into columns, and a ReplacingMergeTree design that handles inserts, updates, and deletes.
Jun 21, 2026
Step-by-step tutorial to stream live changes from MariaDB to ClickHouse® using Debezium 3.5, Apache Kafka 4, and the ClickHouse Kafka Connect Sink. Real Docker Compose setup, verified image versions, binary log configuration, an open dataset, and a ReplacingMergeTree design that handles inserts, updates, and deletes.
Jun 20, 2026
A practical, beginner-friendly guide to debugging the ClickHouse® database on Kubernetes with the Altinity® operator. Read cluster status, find the right logs and events, and fix the most common failures: pods stuck Pending, CrashLoopBackOff, unbound storage, Keeper connection issues, and aborted reconciles.
Jun 19, 2026
Learn how ClickHouse® merges and mutations impact performance, why they're difficult to track, and how proper monitoring prevents issues.
Jun 18, 2026FAQ
Quick answers about our ClickHouse® database services, CHOps, and privacy-focused AI products.
Quantrail Data provides end-to-end ClickHouse® database services and builds privacy-focused software and AI products. Our flagship product is CHOps, an open-source ClickHouse® database admin tool, and we also offer architecture, migration, performance tuning, and managed operations.
Yes. We cover the full ClickHouse® database lifecycle: architecture and schema design, migration, performance tuning, monitoring, backups, security, and 24/7 managed operations, on infrastructure you own across public cloud, private cloud, bare metal, or Kubernetes.
CHOps is our open-source ClickHouse® database admin tool. It brings monitoring, a SQL editor, query profiling with flame graphs, dashboards, backups, visual RBAC, and alerting into a single self-hosted interface, with no agents required on your database servers.
Yes. We build privacy-focused AI products designed so your data and your work stay yours, running on infrastructure you control rather than sent to a third party. We share more as each product nears launch.
Yes. We run and manage the open-source ClickHouse® database on your infrastructure, whether that is public cloud (AWS, GCP, Azure), private cloud, bare metal, or Kubernetes. You keep full ownership of your data and accounts.
Reach out through our contact form. We start with a short discovery conversation about your ClickHouse® database, software, or AI challenge, then map out a clear plan and take ownership of delivery.
Contact
Tell us about your ClickHouse® database, the software you want built, or where your data is getting in the way, and our engineers will get back to you with a clear next step.