Data Engineering

Database Services

Performance, HA/DR, migrations, and operations across Postgres, MySQL, SQL Server, and NoSQL— so your data tier keeps up with your roadmap instead of blocking it.

Postgres & MySQL SQL Server NoSQL HA & DR Migrations

Executive Summary

Make your databases boring: predictable, resilient, and well-understood.

We help you move from fragile, hero-based database operations to clear SLAs, tested HA/DR patterns, and migration runbooks your teams can actually execute.

Without investment
  • • Performance bottlenecks surface at the worst times.
  • • One or two DBAs hold all the context.
  • • Migrations and upgrades feel risky and slow.
With a structured approach
  • • Clear performance, capacity, and growth plans.
  • • Documented runbooks and repeatable upgrades.
  • • HA/DR designed and tested, not implied.

Why the database is often the last modernized

Application teams move fast, but databases are where risk concentrates. As a result, the data tier often lags behind modern infrastructure and delivery practices.

That mismatch slows down features, complicates migrations, and makes every incident harder to diagnose. We focus on making your core databases predictable and sustainable before they become your next constraint.

Our approach

1) Baseline performance and risk

  • Review workloads, query patterns, and growth trends.
  • Measure current availability, RTO/RPO, and operational load.
  • Identify hotspots: schemas, indexes, connection patterns, anti-patterns.

2) Design HA/DR and modernization paths

  • Align availability goals with business impact per system.
  • Define reference architectures for HA, DR, and backup/restore.
  • Evaluate managed services vs. self-managed options per workload.

3) Plan and execute migrations safely

  • Choose migration strategies: logical replication, blue/green, dual-write, etc.
  • Rehearse cutovers and rollbacks in non-prod environments.
  • Run migrations with clear checkpoints, communication, and metrics.

4) Build shared knowledge and runbooks

  • Document operational playbooks and incident procedures.
  • Train teams in performance profiling and capacity planning basics.
  • Set up dashboards that combine database metrics with application signals.

Key benefits

  • Reduced operational risk thanks to tested HA/DR patterns.
  • Improved performance that your teams can correlate to application behavior.
  • Faster migrations to cloud or new architectures with repeatable patterns.
  • Less hero culture through better documentation and shared ownership.

How we typically engage

  • Database health check (2–3 weeks): performance, risk, and modernization assessment.
  • HA/DR & migration design (4–8 weeks): architecture, tooling, and planned runbooks.
  • Execution & knowledge transfer: co-delivery of key migrations and training.