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We specialize in seamless data migrations, tailor-made data platforms, and robust big data engineering. We design and build exactly what you need in the cloud -- secure, reliable, and scalable.
Want to turn your data into actionable insights? We help you harness your data's full potential with innovative solutions to transform raw data into valuable business intelligence, driving growth and innovation.
At SimuPro, we create custom solutions to meet your unique business goals, regardless of your industry or size. Join us and see how our expertise can unlock your data's full potential today!
Services
SimuPro specializes in researching, designing, developing, testing, and building robust data solutions on leading cloud platforms such as AWS, Azure, Databricks, and GCP, tailored to the unique needs of your business.
Whether you need to migrate your data, enhance your company with a customized cloud data platform, streamline your data workflows, require robust big data engineering, leverage advanced data analytics and BI / AI, incorporate advanced data management, we have you covered. We design and build exactly what you need in the cloud -- secure, reliable, and scalable.
DATA REPLICATION
CLOUD TO CLOUD
DATA STORAGE
DATA COMPUTING
DATA LAKES
DATA TRANSACTIONS
Data Science
Data Modeling
Artificial Intelligence
Analytics
Data Migrations
Data Platforms
Data Engineering
Data Analytics
SimuPro will provide you with the necessary knowledge and expertise to carry out your data migrations succesfully, future proof, exactly according to your requirements, and aligned with your business strategy, both short-term and long-term.
Reasons to store your data in the cloud vary from security, compliance (GPDR), central data management, privacy, and high availability / speed, to worldwide access, usage of cloud services / applications, and/or client usage requirements.
Other reasons to migrate your data include data renewal (cleaning), quality, time to market, integrity, cost-effective infrastructure, management, and support, company continuity, business value and strategy.
Data will be stored safe, secure, and reliable (e.g. from raw files on distributed storage to more structured data in SQL/ NoSQL databases, depending on your specific usage requirements).
Also, Data Migrations are required to be accurate, reliable, compliant, fast, non-interfering with current production environment, compatible, and cost efficient.
Migrating or replicating data can be automated (batched and/or real-time), and along the way your data can be e.g. cleaned, transformed, validated, catalogued, quality controlled, etc.
We outline and discuss optimal migration options including pros and cons. Then design, build, and conduct tailor-made source-target data migrations.
During connectivity and after migration your data must be ensured to be safe. secure, and protected against unauthorized access.
SimuPro will provide you with the necessary knowledge and expertise to carry out your data migrations succesfully, future proof, exactly according to your requirements, and aligned with your business strategy, both short-term and long-term.
Join us and discover how our expertise can unlock your data's full potential today!
Your own dedicated Cloud Data Platform (e.g. AWS, Azure) provides unparalleled scalability, flexibility, and cost-effectiveness, allowing your business to grow effortlessly and efficiently. With robust security features and automatic updates, your data remains protected and up-to-date.
By leveraging the cloud, you reduce the burden on your IT staff and benefit from the expertise of cloud providers (e.g. AWS, Azure, Databricks, GCP), ensuring reliable, high-performance data management. Ultimately, the cloud empowers your business to innovate, stay competitive, and focus on core activities while enjoying seamless data integration and access from anywhere.
At SimuPro, we design and build custom cloud data platform solutions perfectly tailored to meet your unique business goals—secure, reliable, and scalable. Join us and discover how our expertise can unlock your data's full potential today!
Cloud data platforms provide your company access to thousands of secure, efficient, reliable, and well-tested cloud-native services built on distributed storage and computing resources, scaling up or down as needed with elastic capacity. This reliable, cost-effective infrastructure ensures stable and high-performance data transfer, processing, and sharing.
Your company customized Cloud Data Platform guarantees safety, continuity, and scalability, along practical, with cost-effective infrastructure and efficient software setup and usage management.
At SimuPro, we work with you to create a clear, comprehensive migration plan and set defined goals. We choose the optimal cloud provider and design the target cloud architecture based on your business needs and budget.
We execute the migration in phases, starting with less critical components, and validate the process through thorough testing. For each phase, we set up a pilot to test the migration on a smaller scale, helping identify potential issues and refine your strategy before a full-scale migration.
We guide you through each phase, incorporating reviews and stakeholder feedback to ensure successful cloud integration.
We prioritize understanding your specific goals and requirements. Our comprehensive migration approach includes thorough planning, execution, and validation to ensure a smooth transition to the cloud with minimal disruption and optimal performance.
We design and build custom cloud data platform solutions to extract maximum business value from your data, leverage advanced analytics and AI, future-proof your operations, and meet your unique business goals.
Join us and discover how our expertise can unlock your data's full potential today!
Data Engineering in the Cloud (e.g. AWS, Azure, GCP), enables ready-to-use access to multiple pre-setup, secure, efficient, scalable, cost-effective, and performant distributed data processing environments. Such environments excel in automated batched and real-time data processing to transform your raw data fast and efficient into e.g. cleaned, normalized, combined, filtered, analyzed, modeled, production-ready data. Ready-to-use to turn your data into actionable insights in a snap.
Apart of the types of processing and data transformations required, constraints the output data time to be ready (e.g. within 1 hour after input data arrival), data source and target formats (e.g. files, database tables, transactions), data speed (batched or real-time), and size (e.g. 100k records) are key.
Other important elements include: input data sources (single or multiple combined), output destinations, data types (e.g. structured or unstructured), the way(s) data engineering is initiated (manually, automated, upon arrival of new input).
Restrictions on the input data, transformations, computing tools, maximum setup and usage costs, recurrent processing (frequency one-time or daily), number of users, other data engineering jobs executed simultaneously, to a large extent determine whiat Cloud Engineering environment fits best.
Each Cloud Provider provides many infrastructure setups, ready-to-roll to perform Big Data Engineering on, ranging from single system power horses to large distributed computing clusters with automated scaling (e.g. Spark, Kubernetes).
Specific infra and/or software components are sometimes needed in addition to store or transform (intermediate) results in specific manners required.
After consultation, one or more Cloud Data Engineering environment solutionss will be designed, build, and tested.
Tuning, comparison, and adaptation to specific computing jobs, use cases, or restrictions, will make the environment ideally suited for your specific Data Engineering tasks. In addition, your Cloud Data Engineering environment is future-proof.
As your computing needs change, SimuPro can set up, organize, build, and accomplish options like elastic scaling, adding other cloud components or services, and redesigning the environment.
Join us and discover how our expertise can unlock your data's full potential today!
To unlock the full potential of your business data, we begin by understanding your current and future data engineering needs, whether it’s large-scale data analysis or managing real-time data streams. Then, we recommend and build optimal computing environments tailored specifically for you on AWS, Azure, or GCP to extract business value through automated data analytics and reporting.
Understanding your business's current and future data engineering needs is crucial for determining the optimal cloud environments—both infrastructure components and application services—that align with your needs.
What valuable information do you want to extract to boost efficiency and innovation? What data is needed to achieve this? And what is required to present business reports to your intended users exactly the way you want?
Whether it’s on AWS, Azure, or Google Cloud Platform (GCP), we ensure that your cloud data analytics environment is future-proof, evolving as your needs change. Elastic scaling, adding new cloud components, and redesigning are just a few ways we keep you ahead. Your Business Intelligence environments need to be adaptable, flexible, and cost-effective, giving you a competitive edge.
Our expert team evaluates the best state-of-the-art environment options and details the pros and cons of each, empowering you to make informed decisions.
We stay on top of the latest advancements in AWS, Azure, and GCP so you can benefit from cutting-edge technology. As your business grows and your needs evolve, we seamlessly adapt your infrastructure with elastic scaling, integration of new cloud components, and necessary redesigns.
SimuPro’s expertise in evaluating and adapting various basic and advanced options ensures you are empowered with the best cloud data analytics and business intelligence solutions possible.
SimuPro specializes in researching, designing, developing, testing, and building robust data solutions on leading cloud platforms such as AWS, Azure, Databricks, and GCP, tailored to the unique data needs of your business. Whether you need to migrate your data, enhance your company with a scalable cloud data platform, streamline your data workflows, incorporate advanced data management, or leverage advanced data analytics, we have you covered.
Our goal is to empower your business with cutting-edge, future-proof cloud data solutions that drive efficiency, scalability, and innovation. Contact us today to see how our expertise can transform your business and unlock your data's full potential!
If you aim to turn your data into actionable insights, automate data workflows. make proactive, informed decisions, enhance customer experiences, streamline operations, predict future trends, mitigate risks, innovate new products, have central data management, create innovative strategies and new revenue streams, or otherwise transform your data into valuable business intelligence, we are here to help you achieve your goals.
Whether you want to migrate your data to the cloud, use advanced and efficient cloud storage, have your dedicated state-of-the-art cloud data platform, use advanced ETL Tooling, Data Analytics / Engineering, or BI / AI cloud services, we’re here to make it simple and stress-free and work with you to research, design, and build a data solution that aligns perfectly with your goals, business requirements, and budget.
We're happy to provide you with all the information you need to make an informed decision and offer a detailed consultation to explore the possibilities and evaluate the benefits for your business without any obligation.
Our goal is to help you understand how cloud data solutions can drive growth, enhance efficiency and innovation, and achieve your business objectives.
SimuPro's expertise in data migrations, cloud data platforms, big data engineering, and transforming data into powerful business intelligence using the infrastructure and application services of various cloud providers (including AWS, Databricks, Azure, and GCP) ensures that your data is not just collected and stored, but also transformed, standardized, cleaned, processed, combined, managed, distributed, utilized, and analyzed to provide unprecedented business value.
Our approach is straightforward, efficient, and backed by 25 years of expertise, and includes meticulous planning, agile development, rigorous testing, and seamless integration, providing you with a turnkey solution that’s ready to scale as your business grows.
Our recommended cloud data solutions are cost-effective, efficient, reliable, scalable, (growing alongside your business), and designed to automate workflows, enhance operational efficiency, reduce manual errors, and save time.
SimuPro guides your company through the landscape of cloud services, helping you achieve your business goals.
Initial Consultation Phase
We start with a thorough consultation to understand your specific needs, operational requirements, and budget constraints. The first step to unlocking your data's full potential is to thoroughly assess your current data sources and determine the optimal target data solution. The outcomes of this phase will be documented in a clear and concise report.
Finalizing Consultation Phase
In this phase, we will conduct expert research to identify the optimal cloud environment solution for your target data layers; design, recommend, and discuss ideal data solutions, outlining their pros and cons; and determine the final target cloud architecture and services. The results of this phase will be compiled in a comprehensive, detailed report.
From the initial consultation to building, testing, integrating the data solution into your operations, and final production deployment, we work closely with you to ensure your data solution meets all your business requirements. We provide ongoing support to maintain smooth operations.
Our goal is to empower your business with cutting-edge, future-proof cloud data solutions that drive efficiency, scalability, and innovation.
Contact us today to see how our expertise can transform your business and unlock your data's full potential!
Highlighted below are some concise examples of the data solutions we created. As part of the solutions SimuPro provides, your data team will be guided and supported to make the most informed and effective decisions, ensuring your organization achieves its data-driven goals seamlessly.Join us and see how our expertise can unlock your data's full potential!
In particular, SimuPro conducted proof-of-concept tests for replication and on-the-fly data transformations using HVR (high-volume replication tool, similar in functionality to AWS Database Migration Service or Azure Data Factory) after adapting the on-premise Oracle DB Server environment for this purpose (non-interfering with production). After implementing an online / batched replication pipeline using HVR, full Oracle DB Server replication to Azure Hive using HVR was successful put into daily production including on-the-fly basic ETL and data filtering.
SimuPro built, configured, and managed a cost-effective Data Science Lab / Data Lake for parallel big data processing and ML modelling in Spark on Hadoop based computing clusters in the cloud (Elastic Map Reduce on AWS). After migrating the data from Azure SQL Server to AWS MySQL Server and supporting the data team to use PySpark / SparkSQL to process their data, the team worked with AWS SageMaker to execute their big data jobs on EMR.
We helped the team to migrate from doing T-SQL based, serial ETL on Azure (SQL Server DB) to SparkSQL based, parallel ETL on AWS (MySQL DB). Currently, the Data Lake is used in production by a team of ~15 Data Engineers / Scientists performing various Big Data and ML projects in PySpark / SparkSQL. We upscaled and extended their environment with additional AWS services, including a large Power BI server generating their business reports.
Research, design, building, and implementing (proof-of-concepts for) new, efficient cloud-based data solutions, optimizing end-to-end data-processing workflows, and alignment across company teams were part of our main daily responsibilities. Various complex sales data-ingestion and processing flows were designed, tested, and automated in production running Apache AirFlow-scheduled PySpark jobs on Kubernetes. Automated finance and tax-related reporting were successfully integrated as part of the business requirements.
Alternatively, a more generic approach would have been to use Azure HDInsight, a cloud distribution of Hadoop components that supports popular open-source frameworks such as Hadoop, Spark, Hive, Kafka, Storm, R, and more, allowing for management with the same set of open source tools. However, one of the key business requirements was fast delivery and the efficient use of their big data processing pipelines, which influenced our decision to go with the Azure Databricks solution. Similarly, we chose for Azure over a comparable IaC big data platform on AWS since this company insisted on using Power BI Server for their reporting.
The Azure Data Platform was designed, created, and deployed within two weeks following the consultation phase. Afterward, we focused on securing the platform, migrating the company data, and streamlining processes to support the data teams in transforming their established ways of working. We also set up the Power BI server for the business reports teams, scaled and extended the platform with additional services, and provided guidance and tools for data management, documentation/administration, and access control.
Data Solutions
SimuPro specializes in researching, designing, developing, testing, and building robust data solutions on leading cloud platforms such as AWS, Azure, Databricks, and GCP, tailored to your unique needs.
Our innovative solutions will help you harness your data, driving growth and innovation.
Join us at SimuPro and see how our expertise can unlock your data’s full potential today!
5813 CA Ysselsteyn
The Netherlands