Data Engineering | Ventriloc

We automate recurring tasks, from the simplest to the most complex

Our data engineering experts tackle integration challenges with a deep understanding of your business objectives. By leading workshops and collaborative sessions, they identify recurring tasks within your operations and recommend the most effective technologies to automate them. Their focus is on minimizing manual effort and mitigating data quality risks, allowing your teams to focus on higher-value activities.

Whether working with structured, semi-structured, or unstructured data, our experts help you implement automated processes for data ingestion, archiving, and storage. From data integration workflows to the deployment of data lakes or data warehouses, we leverage our expertise to recommend analytical architectures aligned with your business and technical requirements.

Deployment of CI/CD pipelines and DataOps processes

Our data engineering experts integrate continuous delivery processes into every data integration project to enable automated, iterative deployments. Through the adoption of DataOps best practices, we aim to deliver ongoing value to your users while accelerating access to reliable data.
Design and recommendation of analytical architectures and infrastructures

Aligned with your current and future analytical objectives, our experts recommend innovative, scalable solutions tailored to your business and functional needs. We ensure that the proposed architecture and infrastructure are both cost-effective and strategically aligned with your short-, mid-, and long-term goals. Whether for a redesign, a migration, or an ongoing optimization process, our team will provide the guidance you need.
Implementing automated processes to capture and retrieve data efficiently

Using data integration and orchestration tools such as Microsoft Fabric and Fivetran, we automate and standardize the extraction, transformation, and loading of your data, regardless of the source.

We also automate various data retrieval processes through the implementation of RPA (Robotic Process Automation) solutions, using advanced scripts or Microsoft Power Automate, as well as through the development of custom applications with Microsoft Power Apps.
Data modeling

Aligned with your analytical architecture, our experts design and implement data modeling strategies that ensure the sustainability and scalability of your solution. From star schemas and Data Vault 2.0 models to third normal form (3NF) structures, we provide tailored recommendations supported by practical examples and proven methods.

We believe a data model should be both robust and adaptable, evolving alongside your systems and business needs. For this reason, we begin every engagement with a deep understanding of your business processes before designing your models.
Data archiving and storage solutions

To centralize your organization’s data and provide rapid access, our experts design and implement data archiving and warehousing best practices. By leveraging approaches such as data lake or data warehouse architectures, we help accelerate data accessibility and empower users with timely insights.
Data security management

Your data is a key asset and must be secured optimally. Since your data is hosted across multiple environments, different strategies must be implemented based on your sharing processes and storage technologies. Our experts ensure that your data and the applications they develop are protected according to the highest industry standards.
Migrating your Synapse environment to Microsoft Fabric

We assist organizations in migrating their data pipelines and analytical architecture from Synapse Analytics to Microsoft Fabric. Our methodology includes selecting the right services, redesigning data flows, optimizing analytical models, and executing a secure technical migration while maintaining business continuity. Backed by deep expertise in data engineering, we ensure a seamless transition to a unified, scalable environment optimized for advanced analytics and aligned with industry best practices.
Cost management and optimization for your analytical solutions

We help you manage and optimize the costs of your analytical and cloud environments. Leveraging detailed monitoring and data-driven insights, we identify cost-saving opportunities, right-size resources, and ensure your technology investments deliver maximum value while maintaining high performance.