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Cloud & Governed Data

Data Pipelines

Auditable, reproducible ingestion, transformation, and quality — no orphan scripts, no processes only one person on the team understands.

  • Bronze · Silver · Gold
  • Quality + alerting
  • Auditable lineage
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The problem

Where companies lose time, resources, or control

Pipelines built as side projects work until the person who knows them leaves. A real pipeline practice means version control, monitoring, alerting, and reprocessing as first-class concerns — and a Bronze / Silver / Gold layering that everyone understands.

What 7 Business Solutions does

From business problem to operational software

  • Reliable ingestion from operational source systems.
  • Versioned transformations checked into source control.
  • Bronze / Silver / Gold layered architecture.
  • Quality validations with alerts before bad data flows downstream.
  • Catalog of sources, dependencies, and lineage.
  • Controlled reprocessing for failure recovery.

Use cases

Operational scenarios for this capability

Concrete situations where this capability can support operations.

  • 01

    ERP data into a Bronze → Silver → Gold reporting layer.

  • 02

    HR data validation pipeline with exception reports.

  • 03

    Finance reconciliation pipeline with daily refresh.

  • 04

    Operational data refresh feeding cross-system dashboards.

  • 05

    Data-quality checks gating downstream reporting.

  • 06

    Copilot-ready knowledge layer with lineage to source.

Capabilities and technologies

Stack and capabilities we apply

  • ETL / ELT
  • Streaming
  • Batch
  • dbt patterns
  • Airflow / Dagster patterns
  • Data quality
  • Lineage
  • Bronze / Silver / Gold

What we deliver

Deliverables you can operate and audit

  • Pipeline architecture with documented dependencies.
  • Quality rules with per-source alert routes.
  • Lineage map from source system to final report.
  • Reprocessing playbook for common failures.
  • Operations handoff and on-call rotation plan.
  • Pipeline catalog with ownership per layer.
AI Decision Agents

An intelligence layer for this capability

AI Decision Agents helps explain why a figure changed, shows the available evidence, and points out what needs review.

Explore the agents

Your next version

What should move first in your operation?

Let us turn that answer into a focused diagnosis, a first deliverable, and a path to scale.

Start my diagnosisMeet the team

01Problem and context

02Scope and first evidence

03Evolution path