Data & Databases Underneath the Product
Most performance problems are data problems wearing a different label: a schema that no longer fits the product, a query nobody measured, or a migration that was never rehearsed.
What we build
Pages that were fast at ten thousand rows are slow at ten million, and the database is where the time goes.
Schema design, query performance, migrations, and the data infrastructure that keeps a product responsive.
Schedule a Free Consultation- Schema that fits the reads
Data modelled around how the product actually queries it, not around how it was first drawn.
- Query performance
The slow paths found, measured, and fixed, with indexes chosen rather than guessed at.
- Migrations that are rehearsed
Schema and data changes applied without a maintenance window or a rollback nobody has tested.
- Caching and search
The right layer in front of the database, so reads that never change stop paying for it.
What we work in
The tools this work runs on, and what each one is here for.
PostgreSQLThe default store: relational, transactional, well understood.
MySQLWhere an existing estate already runs on it.
MongoDBDocument data whose shape is still moving.
DynamoDBKey-value at scale, with latency you can predict.
RedisThe cache and session layer in front of the database.
ElasticsearchSearch and aggregation the database should not be doing.
The rest of what we build
Most engagements touch more than one of these. Start wherever the problem actually is.
AI & Machine Learning
Ship AI features that survive production, from LLM integration and retrieval through to operating them reliably.
UI/UX Design
Product design with clear user flows, readable screens, and a system that keeps both consistent as the product grows.
Front-End Development
Build front ends designed for performance, accessibility, and the devices your customers actually use.
Back-End Development
Develop secure, scalable back ends, data layers, and infrastructure that stay reliable under load.
Mobile Development
Launch iOS and Android apps with fast starts, reliable sync, and a consistent experience on each platform.
QA Automation
Ship release-ready software with automated coverage of the journeys a failure would actually reach.
Start With the Problem
The technology itself is only part of the solution. We focus on building systems that are reliable, maintainable, secure, scalable, and cost-effective.