Data Engineering services

BPMLinks provides Data engineering services (Data mesh, BIG data, Data science and ML, BI and Analytics, Reports) across on premise, Cloud and Hybrid infrastructure environments.

Data Migration Data migration is the first and most important aspect to apply intelligence, analytics and reporting tools; to realize the true potential of data, in order to drive the business objectives. BPMLinks has got proven expertise in this area. Leveraging the experience, people and technology ; BPMLinks can help you in migrating from a legacy storage to a new generation, scalable data storages (cloud / on premises) which are suitable for modern age business needs and are secured from unwanted threats. As you start your Data Journey with us, we ensure to make it a worthy start, by migrating your servers to Cloud, Traditional queries to NoSQL, Data warehousing, Enabling replicas for reporting needs etc.

Data Mesh Data Technology has been continuously evolving over years. Creating data solutions by connecting data sources spread across different technologies is a challenging task to accomplish. The other way to solve the problem is to maintain a data lake as a parent data source and synchronize the data into a common location, but it is an expensive option and has to be managed efficiently. This is where, the Data mesh emerges as an alternate solution by offering analytical solutions without moving the data from their sources, BPMLinks has got a team of experts to help the organisations in implementing data mesh solutions. Data Mesh is not just a simple technology solution, it requires few modifications to Data architecture; however, these changes are worth investing rather than depending on data centralisation solutions as they require huge ongoing investments for efficient management.

Database Administration While we thrive to build feature rich products to customers, it is equally important, to not to compromise on aspects like design, storage, querying , performance, back ups, recovery, encryption, I/O; of underlying data bases as they are the key drivers for optimal performance. BPMLinks provides exceptional database administration services in cloud and hosted/on premise databases with the support and services of expert teams in administrating databases of kind MSSQL, Oracle, DB2, etc.

Big Data management Data comes in all varieties. In a technological world where each device, app, software is generating enormous data with a hope that "No data is a bad data", we will need efficient technologies, processes and tools to handle the data for further needs. It is not possible to store everything at the same location and process in a similar manner. BPMLinks experience and resources emerge as an efficient solution in this scenario. We are deft in applying right storages based on the type of data, usability and accessibility requirements. We Apply ETL processes as required to store normalised BIG data sets; design and implement data ware house solutions to hold BIG data.

Data Science and Machine learning Data is not straightforward and it can not be. On a frequent basis we need a lot of efforts to cleanse, process and make it structured before applying further processes such as Intelligence, Analytics, Train Algorithms. Just like our data, the related process is also not straight forward, It requires expert resources, processes and tools. BPMLinks has got a rich pool of talented data scientists to enable the same. Technological skills of our teams coupled with deep domain knowledge enables us to offer quick and efficient solutions. Our teams are also proficient in creating, training the ML (machine learning) models , deploying them, constantly evaluating them in order to enhance the accuracy levels of ML models in production.

Business Intelligence and Analytics "Those who don't learn from History will end up repeating same mistakes". The statement it is so accurate in Data world. Are you looking to unearth the hidden truths that your data is holding? In need of complex data analysis (multiple sources, complex relations, complex structures etc...) of raw data to arrive at meaningful insights and take informed business decisions? We extended our services and solutions to a lot of enterprises and helped them to properly utilize, their data with our technology solutions and expert analysts in taking critical business decisions based on data. We elicit what happened (Business Intelligence) and Why is it happening (Analytics) and rest is up to you.

Reports and Dashboards "A picture is worth a thousand words". Especially when we are trying to understand the data. Be it an executive level reports/dashboards or drill down reports/dashboards; BPMlinks have experts in showcasing the data as you require by using powerBI or Tableau.