Data Pipeline automation

Connecting and extracting data is the lifeblood of your organization, fuelling real-time insights, smarter decisions, and agility.

Business context

In today’s fast-paced environment, managing data efficiently is crucial. Our automation service cuts manual processing time by up to 40%, boosting productivity and keeping your organization competitive.

Employees feel they make errors collecting and cleaning data


66%

Employees spend much of their time fixing data


25%-40%

Process

Outline of the ETL Process

Based on our extensive experience, we recommend narrowing the initial project scope to a specific area, such as sales performance, for more focused and effective outcomes.

01.

Scope & Goal

  • Define project scope (e.g., sales and distribution)
  • Set project goals and success metrics
  • Identify potential use cases for implementation

02.

Data Requirements

  • Select the relevant data sources​
  • Define boundary requirements for data (refresh rate, availability, etc.)

03.

As-is Validation

  • Validate data sources and the current data model​
  • Run gap analysis to identify discrepancies between current data and required data

04.

Data Transformation Rules

  • Recommendations on needed changes to data and data transformations​
  • Develop of transformation rules to ensure data quality and consistency

05.

Implementation

  • Implement data transformation rules​
  • Implement loading procedures

06.

Testing, Deployment, and Optimization

  • Build a small parallel model to meet initial needs
  • Prove ETL value through the model
  • Optimize and fine-tune based on early results
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Our technology

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AWS Glue

Managed ETL service automating data preparation, transformation, and integration for analytics and machine learning.

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Azure Data Factory

Cloud-based ETL service orchestrating data movement and transformation across diverse data stores for analytics.

Koło Otwarte
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Google Cloud Dataflow

Stream/batch data processing service using Apache Beam, enabling scalable data analytics and real-time insights.

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Alteryx

Analytics platform combining data prep, blending, and advanced analytics, enabling end-to-end data-driven decisions.

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Talend Open Studio

Open-source ETL tool for data integration, simplifying complex data pipelines and transforming data for analytics

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Our client’s stories

Challenge


Clients had unique needs, with data from various sources


Solution


We successfully build and now sustain a custom SaaS RE BI solution

“Our team developed a custom Business Intelligence system tailored to our client’s unique needs, integrating data from multiple sources into an intuitive, user-friendly interface. We designed bespoke dashboards that provide comprehensive views of their Real Estate portfolio, offering flexibility and key insights. Additionally, we implemented self-service dashboards, enabling users to generate ad-hoc reports easily, without requiring advanced technical skills.”

Kazik Surala,
Head of Data & Analytics

CONTACT

Our specialists

Kazik Surała
Head of Data & Analytics
Krzysztof Surowiecki
Data Advisory Consultant

Get in touch

You’d like to submit a request for proposal (RFP) or simply leave us a quote?