CODBIZ / DATA ENGINEERING & ANALYTICS

Reliable data. Clearer decisions.

Connect the information your business runs on. We design data platforms, pipelines and reporting layers around quality, traceability and everyday operations.

Discuss your project
START WITH THE PROBLEM

Sound familiar?
Let’s untangle it.

We start with your current setup and the outcome you need. The right next step may be a focused review, a targeted integration or a new build.

  • Nightly loads need manual reruns or fail without clear alerts.
  • Different dashboards give different answers to the same question.
  • One-off integrations are difficult to extend and maintain.
  • A move to Azure or Microsoft Fabric needs a practical roadmap.
FROM PLAN TO PRACTICE

What delivery
can look like.

We agree the final scope, deliverables and acceptance criteria together before implementation starts.

01

A dependable data foundation

Source mapping, ingestion workflows and bronze, silver and gold layers where they fit your architecture.

02

Models people can use

Dimensional models, shared business definitions and semantic layers for consistent reporting.

03

Visibility into every load

Data-quality checks, row counts, run history and alerting designed around your operating needs.

04

A system your team can run

Versioned transformations, deployment workflows, documentation and an operational handover.

THE ENGINEERING BEHIND IT

Thoughtful foundations.
Every step of the way.

Restartable by design

Plan reruns, checkpoints and duplicate handling around each source and load type.

Quality made visible

Agree validation rules and expose exceptions instead of hiding them in a dashboard.

Configured where it helps

Use shared patterns and metadata to reduce repetition without obscuring business logic.

Azure Data FactoryMicrosoft FabricDatabricksSynapseSQL ServerAzure SQLPower BIPython
GOOD QUESTIONS

A closer look,
at your questions.

Something else on your mind?
Let’s talk it through ↗

Can you improve an existing pipeline?

Yes. We can begin with a review of architecture, failures, run times and data quality, then prioritize changes with your team.

Do you work with Azure and Microsoft Fabric?

Our service covers Azure and Microsoft Fabric platform design, integration and migration planning. The platform choice depends on your sources, reporting needs, access requirements and budget.

What does an initial engagement look like?

A focused platform review can produce a source inventory, architecture assessment and prioritized roadmap before a larger implementation is agreed.

GREAT THINGS START WITH A CONVERSATION

What are you
thinking next?

A new idea, a stubborn challenge, or a system ready for its next chapter. Tell us what you’re working on.

01   Share your goals and current challenge.02   Explore the right technical approach.03   Agree on a clear next step.

Let’s make a start.

A few details to get the conversation going.

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