Enterprise Data Lake Design and Implementation Services
Data Lake Consulting Services
Data Lake Consulting
The challenge with data is that there is so much of it, so much so that it is impossible to consume and analyze as fast as it is being produced. Much of this data is streaming and transient, if you don't capture it when it's produced you will never get the chance to analyze it. IoT data, social media data carrying valuable insight simply goes untapped. Dunn Solutions' data lake consultants will help you capture and store this valuable information in a data lake so that your analysts and research teams have data to find the next big thing, whether it be a trend, anomaly or actionable insight.
Dunn Solutions' data lake consultants will:
- Give your data starved data scientists, researchers and analysts access to all the raw data they could want: Social media data, streaming data, IoT data in any form.
- Apply raw data, schema (structure) at consumption time (this is the concept of ELT, extract, load and transform) when you know how it's going to be used.
- Provide you with a data lake that provides your data scientists, analysts and research teams quick and easy access to the information they need to explore, analyze and discover.
Dunn Solutions' data lake consultants have extensive experience in traditional data warehouse and business intelligence and understand where the line is drawn between traditional data warehouses and data lakes as well as how these two data platforms can work together to give your organization a flexible environment for discovery and a structured environment for business process.
Data Lake Consulting
Data Lake Consulting Features
Store All the Data
Our data lake experts will set up a cloud-based data lake to store and process any type of data from any source. This includes relational third normal form structured data, XML, CSV, Text, JSON, and more.
Dunn Solutions is an AWS, MS Azure and Snowflake partner. Dunn Solutions' data lake experts will help you determine which cloud platform is right for your data lake.
Why not use your enterprise data warehouse?
The enterprise data warehouse holds your organizations' business process metrics, it only contains highly processed data used for measuring business process KPIs and metrics. More importantly, the enterprise data warehouse requires weeks and months of lead time before new data sources can be introduced. It has valuable information, but not the raw data needed for your data discovery teams.
Data scientists, analysts and research teams need more than the purified and pristine data found in the warehouse, they want all the data that is available – and they need it now. Dunn Solutions' data lake experts will create a data lake (in the cloud, that's where it belongs) and provide you with a flexible reservoir for your raw structured, unstructured and semi-structured data.
Real time, Near Real Time
Dunn Solutions' data lake consultants can set up your data lake to accept real-time and near real-time data. Using streaming technologies (for example, Amazon Kinesis & Firehose, Azure Stream Analytics) and replication tools, data from your transactional systems, 3rd party data, social media, and IoT devices can be captured and stored in real time for processing, scoring and machine learning.
Easy, Controlled Access
Dunn Solutions' data lake consultants will show you how to provide controlled and managed access to discovery data in your data lake. Data lakes provide your data discovery teams with one repository to find and process data. It's not a free for all, access must be secured and rules put in place to ensure your data lake does not become a data swamp.
Extend the Data Warehouse
Dunn Solutions' data lake consultants will show you how the data lake and the data warehouse work together to augment your data landscape. Data lakes augment your data landscape in two major ways; first as an almost limitless staging area for the ETL process and second, as a data repository that allows data exploration to include both the Data Lake's raw data and the Data Warehouse's processed data.
Dunn Solutions Manages Your Data Lake
Dunn Solutions offers management services to run your data lake. Dunn Solutions will deploy and manage your data lake in the cloud (on AWS, Azure or Snowflake) so that your data hungry data scientists, citizen data scientist, analysts and research teams can have their fill of discovery data.