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Software Engineering

Database Design & Optimization

Engineered at 287-table scale

Our database design and optimization work makes data fast and dependable at scale. We have engineered and tuned a production system of 287 tables across a dual-database architecture — that is the depth we bring to your schema.

Overview

Slow software is usually a slow database. We design schemas for performance and growth and tune existing ones — adding the right indexes, rewriting expensive queries, and introducing caching and replication where they actually help.

On our fleet platform, application logic and high-volume GPS data live in a dual-database architecture with Redis caching, so heavy tracking traffic never drags down day-to-day operations. We apply that same separation-of-concerns thinking to keep your most-used queries quick.

Database Design & Optimization

What's Included

Everything we handle when you work with us on this.

Schema Design & Review

Relational schemas designed for query performance and growth, or a structured review and refactor of an existing one.

Query & Index Optimization

Profiling slow queries and adding or reshaping indexes so the database does less work for the same result.

Caching & Read Scaling

Redis caching and read replicas to take pressure off the primary database under heavy load.

Data Integrity & Migrations

Safe migrations and constraints that keep data consistent as the schema evolves.

Technologies & Tools

MySQLPostgreSQLSQL ServerRedisQuery OptimizationIndexingReplication

Who It's For

  • Slow queries and laggy dashboards
  • High-volume, write-heavy systems
  • Scaling a database under growth
  • Schema design for a new product
  • Data integrity and migration work

Frequently Asked Questions

MySQL, PostgreSQL, and SQL Server, with Redis for caching. We work with relational databases at production scale across all three.

Ongoing Partnership

Maintenance & Support Retainers

Launch is the start, not the finish. Our retainers keep your systems secure, fast and evolving — with a dedicated engineering partner who already knows your codebase.

  • Proactive monitoring, security patches and updates
  • Priority bug fixes and rapid response
  • New features and continuous improvement
  • Performance tuning and scaling support
  • A team that already knows your system
  • Flexible monthly hours, no surprises

Have a project in mind?

Tell us what you're building and we'll tell you how we can help — starting with a free consultation.