Database architecture
Data models, schemas, storage choices, access patterns, and scalable foundations.

We design, migrate, connect, and improve data systems so information becomes trustworthy, accessible, and ready for action.
Build on solid groundInformation spread across software, spreadsheets, inboxes, and legacy databases creates manual work and undermines trust.
Data models, schemas, storage choices, access patterns, and scalable foundations.
Profiling, validation, deduplication, enrichment, and consistent master records.
Controlled transfer from legacy systems, spreadsheets, or one platform to another.
Reliable synchronisation across CRM, ERP, finance, commerce, and operations.
Centralised reporting models, dashboards, metrics, and decision-ready views.
Ownership, permissions, auditability, backups, retention, and recovery.
CRM, ERP, finance, commerce, forms, files, devices, and third-party platforms.
Clean, model, validate, secure, and establish shared definitions.
APIs, ETL/ELT pipelines, events, scheduled jobs, and operational integrations.
Products, dashboards, alerts, automation, analytics, and AI systems.
Replace fragmented spreadsheets and duplicate records with one trusted source.
Move critical information safely while preserving quality and continuity.
Keep customer, operational, and financial systems synchronised automatically.
Define shared metrics and create a live view of business performance.
Improve performance, permissions, backups, observability, and recovery readiness.
Prepare governed documents and structured data for reliable AI retrieval.
Validation rules, clear definitions, ownership, and visibility into where information came from.
Least-privilege permissions, sensitive-data handling, audit trails, and retention policies.
Monitoring, optimisation, backups, tested recovery, and capacity for future growth.
Map sources, flows, dependencies, quality, ownership, and risk.
Define the target model, architecture, controls, and migration path.
Build pipelines, integrations, databases, and reporting in tested increments.
Document, monitor, train, and establish clear ownership after release.