Data

A well thought out and executed data strategy is essential to ensure that it is valid and accurate, and to manage future growth. Business decisions made using errorneous data can be costly and time-consuming to fix. AWRY provides data handling skills for small and large organisations and can provide support to fix issues, create end-to-end solutions and everything in between.

Modern data practice implementation

Lifting your data workloads to the cloud offers many advantages - better accessability, availability and scalability. Let us help you translate your on-premises deployments to a refined tailored cloud solution that can grow to your needs.

  • Azure Data Factory
  • Azure Analysis Services
  • Apache Airflow
  • Custom ETL solutions

We can also handle difficult data scenarios - for example ingestion of poorly structured data or poor quality data.

Database design and setup

Databases are excellent stores of large amounts of information, and can be configured to drive application and reporting stacks. Setup and maintenance of databases is something we can help your business with.

  • Relational databases
  • Non-structured databases

Big data and streaming data

With data volumes growing in quantity as we continue improve our ability capture information, techniques to cope with processing and analysis it are needed. We can setup architectures for this purpose, or develop analytical pipelines to bring out the insights you need.

This also applies for data that continually arrives. AWRY is able to capture the stream of data to store it for later use, as well as to analyse it as it is being produced to provide an immediate look at what is happening.

Extract-transform-load pipelining

Bringing online data can be a complex requirement, with data potentially coming in all sorts of formats and potentially complexities around the correct interpretation of the data. We understand your data, and what it represents, and can use this to design handling routines to best cope with and bring out the intricate relationships representing complex systems and develop an appropriate way of applying transformations and structures to the data to ensure that it is correctly stored.

We offer both commercial off-the-shelf deployment solutions and custom-developed solutions to suit your needs.

Information system development

AWRY can customise or develop information systems for the storage or reporting of data in a full stack arrangement. Including organisation of storages, development and configuration of data models and reporting using Analysis services and the Power BI service, we offer an end-to-end solution development service that can help you get up and running quickly and with confidence.