Coherent Data
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Services

Technical work with one clear goal: simpler operations.

Every project starts by understanding the problem and ends with a solution your team can operate. These are the areas where we usually work.

Data platforms and architecture

Design, modernization and improvement of reliable, scalable and maintainable data platforms.

  • Data architecture designed around the actual size and needs of the business.
  • Modernization of existing platforms without rewriting everything from scratch.
  • Data modeling designed for the people who query it, not just the people who load it.
  • Tool evaluation focused on cost, maintenance and simplicity.

Integrations and automation

Integration of systems, APIs and events to reduce manual work and operational friction.

  • Connecting internal systems, third-party APIs and event flows.
  • Automating processes that currently rely on spreadsheets and manual steps.
  • Keeping data in sync across business tools.
  • Designing flows that are easy to monitor and easy to fix when something breaks.

Analytics and decision systems

Metrics, models and data products that support clearer decision-making.

  • Clear metric definitions that stay consistent across teams.
  • Data models that answer concrete business questions.
  • Reports and dashboards people actually use.
  • Internal data products with defined owners and quality criteria.

Platform reliability

Observability, data quality, performance and operational stability.

  • Monitoring and alerting that catches problems before users do.
  • Data quality checks built into existing processes.
  • Performance diagnosis and improvement for pipelines and queries.
  • Reducing recurring incidents and repetitive operational work.

Technical advisory

Assessment of architecture, priorities, costs and implementation plans.

  • Architecture and plan reviews before a major investment.
  • An independent second opinion, free of vendor and tooling bias.
  • Prioritizing initiatives by real impact and effort.
  • Supporting in-house teams through implementation.

Not sure where to start?

Tell us the problem as you see it today. Helping you frame it is part of the job.

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