Enterprise Software: Database Design
Database design determines the performance, scalability, and maintainability of your entire system. We choose the right database model, design well-considered schemas, optimise query performance, and ensure your data foundation keeps pace with your growth — today and in the years ahead.
Challenges you'll recognise
- Database queries get slower as data volume grows because the schema was never designed for scale.
- Schema changes in live systems cause fear and downtime because no migration process exists.
- The database technology chosen at project start was wrong — and now you're sitting on a hard-to-change foundation.
Technology Selection
Relational databases, document stores, graph databases, and in-memory caches have different strengths for query patterns, write load, and consistency requirements. We choose the right model based on your actual access patterns — not trends — and justify the decision with documented trade-offs.
Schema Design and Normalisation
A poorly designed schema creates technical debt that makes future changes exponentially more expensive. We design schemas that follow normal form rules where consistency matters and deliberately denormalise where performance demands it — always with explicit justification and documentation.
Performance Optimisation
Slow database queries are one of the most common performance bottlenecks in enterprise systems. We analyse query plans, apply indexes purposefully, eliminate N+1 problems, and optimise query logic before it becomes a production bottleneck — not after.
Backup and Replication
Data loss is not tolerable in enterprise contexts. We design backup strategies with defined recovery time and recovery point objectives, set up read replicas for load separation, and document restore processes so they work reliably under pressure in an emergency.
Good to know
Schema is architecture
The database schema is one of the most long-lived decisions in a software project. Poorly normalised tables, missing foreign keys, and wrong data types create debt that makes future changes exponentially more expensive.
Indexes are not a free pass
Too many indexes slow writes; too few make reads slow. Targeted index design based on real query patterns is more effective than blanket indexing of every column.
Backup without restore test is worthless
Backups that have never been restored offer a feeling of security, not actual security. We plan and document restore processes explicitly and test them regularly so they function reliably in an emergency.
Frequently asked questions
When does a NoSQL database make more sense than a relational one?
How do you handle migration scripts for live production systems?
How do you ensure the database stays performant as data volume grows?
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Success you can measure
With us you're always at the forefront of enterprise software development and benefit directly from our extensive development know-how. Together we examine your business processes, identify key optimization potential and develop individually tailored solutions. Your business goals and expectations are the focal point of everything we do.
Comprehensive technological expertise
We choose the stack per project by requirement — established, future-proof technologies instead of niche dependencies.
Specialized in enterprise solutions
Deep integration into ERP, CRM and third-party systems instead of isolated solutions — the real lever lies in clean interfaces.
Years of experience in the software industry
From requirements analysis to operation after go-live — we know the pitfalls of large software projects.
Multidisciplinary expert team
Analysis, architecture, backend and operations from a single source — no friction at the seams between disciplines.
Long-term business success
We build maintainable foundations that grow with your company — and stay by your side with support and further development.
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