Engineering Data Platforms That Scale
We help engineering teams design, migrate, optimize, and operate MySQL, ClickHouse, and real-time data pipelines at production scale.
Technologies We Work With
Deep, hands-on expertise across the modern data infrastructure stack.
MySQL
OLTP at scale
ClickHouse
Real-time analytics
Kafka / Redpanda
Event streaming
CDC
Change Data Capture
Streaming Pipelines
Real-time data flow
Cloud Infrastructure
AWS, GCP, Azure
When Teams Call ScaleDB
We work with engineering teams facing real data infrastructure problems in production.
MySQL is becoming the bottleneck
Production databases are slowing down as data grows and vertical scaling is no longer enough.
Analytics workloads are breaking production
Reporting queries compete with transactional workloads and create operational risk.
Data pipelines are fragile
Streaming pipelines lag, break, or become difficult to operate reliably.
Your architecture no longer fits the product
Systems designed for early growth collapse under large-scale workloads.
Migrations feel too risky
Teams need to move data platforms forward without downtime or data loss.
Our Services
We partner with engineering teams to solve their hardest database and data infrastructure challenges.
Database Architecture & Performance
Schema design, replication strategies, query optimization, and performance tuning for MySQL and ClickHouse at production scale.
Data Platform Engineering
OLTP to OLAP pipelines, ClickHouse deployments, data modeling for analytics, and data lake/warehouse integration.
Streaming & Real-Time Pipelines
CDC, MySQL binlog streaming, Kafka and Redpanda architectures, and real-time event pipelines that keep systems in sync.
Migrations & Modernization
Zero-downtime migrations between engines, breaking monolithic data architectures, and moving workloads to cloud-native infrastructure.
Reliability & Operations
HA configuration, backup strategy, disaster recovery, connection pooling, and operational runbooks for production systems.
Advisory & Fractional Data Architect
Embedded with your team to guide architectural decisions, review designs, and build internal data platform capability.
Production-Tested Data Infrastructure Expertise
Founded by Javier Zon, a database and data platform engineer with over 15 years of experience operating large-scale database systems across fintech, SaaS, and e-commerce platforms. We bring real production experience — not theoretical knowledge.
MySQL & ClickHouse at scale
Real-time data platforms
Large data workloads
Streaming & CDC pipelines
Production database operations
Cloud-native infrastructure
Assess
We start with a deep-dive audit of your current database infrastructure, query patterns, and operational practices to identify bottlenecks and risks.
Architect
We design a target architecture with clear migration paths, cost models, and risk mitigation strategies tailored to your scale and constraints.
Execute & Transfer
We implement alongside your team, document everything, and ensure your engineers can operate the system independently after we leave.
Example Modern Data Architecture
A typical data platform we help teams design and implement.
Proven at Scale
We have helped teams across industries solve critical data infrastructure challenges.
Migrated a 4TB MySQL cluster from self-managed EC2 to a managed solution with zero downtime, reducing operational burden and cutting infrastructure costs.
40% cost reduction, zero downtime
Redesigned the product catalog database schema and query layer to handle peak traffic spikes during flash sales without degradation.
p99 latency from 800ms to 45ms
Architected a real-time analytics pipeline from MySQL CDC to ClickHouse, replacing nightly batch jobs with sub-second dashboard refreshes.
Real-time analytics, 10x query throughput
Let's Talk About Your Data Infrastructure
Tell us about your database challenges. We typically respond within one business day.
Quick Contact
Prefer email? Reach us directly.
We specialize in:
- •MySQL & ClickHouse at scale
- •Data platform architecture
- •Streaming & CDC pipelines
- •Zero-downtime migrations
- •Fractional data architect