Data Transformation
Ensure your key data is ready – so AI and analytics can get to work
Quality data is your springboard for innovation
AI and analytics projects can succeed or fail – based on the quality of data. With our expertise, you can overcome the challenges of unstructured data or information that’s scattered across multiple systems. We’ll help you to create production-grade data pipelines to feed your AI models or analytics engines.
Build your data pipelines
We’ll design and deploy ETL (extract, transform, load) pipelines that automatically ingest data from databases, logs, sensors and cloud platforms – as well as third-party sources. Our team can also define clear standards and rules, before converting raw or unstructured data into model-ready formats and schemas for AI solutions.
Add custom features
Before any data gets processed, our team can create new features or labels based on the nuances of your business and industry. We’ll tailor data and models to the data types you handle – and we’ll design real-time or batch extraction, whichever fits your needs best.
Maximise scalability and performance
We can optimise your pipelines so they run efficiently on large datasets using distributed systems across on-premise or cloud infrastructure. Our team will integrate your datasets with cloud AI services, machine learning platforms or analytics dashboards. Automatic retraining will ensure accuracy and relevance as your data evolves.
Ensure validation and governance
We’ll help you to run validation checks so your data continues to meet quality and integrity standards. Logging, versioning and monitoring can be used to track transformation over time. We also create data and AI solutions with legislation and ethics in mind, so you can strengthen compliance and safeguard privacy.
Data & AI insights
Ready to talk?
Don’t allow your AI and analytics projects to miss the mark, simply because of poor data. We’ve got the experience you need, with a track record of successful solutions across industries. We’re also a Microsoft Solutions Partner for Data & AI Azure.