Why Choose TechDocs for Database Architecture & Scaling?

As your business grows, your database must keep pace. We specialize in high-performance database engineering, from traditional relational systems like PostgreSQL to distributed NoSQL architectures. We implement sharding, replication, and advanced indexing to ensure your data is always available and your queries are always fast.

Our team audits your current data structures to identify bottlenecks and build a scalable roadmap that prevents production lag as you reach millions of records.

100k
Transactions Per Second (TPS) supported by our optimized database clusters.

Services Included

Query Optimization

Rewriting slow SQL queries to run 100x faster.

Database Sharding

Splitting specific large tables across servers to handle massive scale.

Read Replica Setup

Offloading read traffic to secondary servers to unblock the master.

NoSQL Implementation

Using Redis/Mongo for high-speed caching and flexible data structures.

Our Approach

We believe in "Right Tool for the Job." We don't force everything into MySQL. We utilize a polyglot persistence layer, using Redis for caching, ElasticSearch for search, and Postgres for relational data to ensure maximum performance.

Our Process

Step 1: Deep Audit

Analyzing slow query logs and index usage stats.

Step 2: Architecture Plan

Designing the ideal schema and infrastructure topology.

Step 3: Optimization

Adding indexes, rewriting queries, and implementing caching.

Step 4: Scaling

Setting up replication and sharding for growth.

Step 5: Migration

Moving data to the new system with near-zero downtime.

Technology Stack

PostgreSQL MySQL Redis MongoDB ElasticSearch AWS RDS

Why We Are Different

Feature TechDocs Others
Scaling Strategy Horizontal (Sharding) Vertical (More RAM)
Backup Point-in-Time Recovery Daily Snapshot
Performance Index-Optimized Slow Queries
Availability Multi-AZ Redundancy Single Failure Point

Who This Is For

  • ✓
    SaaS applications suffering from slow query times.
  • ✓
    E-commerce sites crashing during sales events.
  • ✓
    FinTech companies needing ACID-compliant transactions.
  • ✓
    Startups scaling from thousands to millions of users.

Frequently Asked Questions

MySQL or PostgreSQL? +
We generally prefer PostgreSQL for complex data integrity, but MySQL is great for read-heavy workloads.
My site is slow. +
It is usually the database. We can audit your slow query log and fix the bottlenecks.
What is sharding? +
It is splitting your data horizontally across multiple servers. It allows for infinite scaling.
Do you use Redis? +
Yes. Caching is essential for performance. We use Redis for sessions and leaderboards.
Is my data safe? +
We implement automated point-in-time backups and encryption at rest.
Can you migrate to Amazon RDS? +
Yes. We manage fully managed database migrations to AWS RDS or Aurora.
What is a "bottleneck"? +
It is when one part of the system slows down everything else. The database is the most common bottleneck.
Do you do data warehousing? +
Yes. We can set up Snowflake or BigQuery for your analytics team.
How big can we grow? +
With the right architecture, there is virtually no limit. Think Facebook scale.
Do you offer 24/7 monitoring? +
Yes. We monitor CPU, IOPS, and connections to predict issues before they happen.