FAQ

Got a DataOps question?

What is IOblend DataOps?

IOblend is a visual, drag and drop, low code/no code DataOps platform for Big Data engineering. It greatly simplifies all data engineering and data management tasks required to operate an enterprise level data estate. 

IOblend automatically applies production elements such as metadata, lineage at record level, deduping, eventing, regression, etc. in-flight, so you only ever land production-grade data in your sinks.

What is IOblend DataOps used for?

IOblend DataOps platform is used for all enterprise data engineering and data management jobs, where it greatly simplifies data engineering and automates all data management tasks required for developing production-grade dataflows. It is primarily used for Operational Analytics, where highly reliable data automation, governance and speed of decisioning are essential. 

IOblend is already being used successfully in:

  • manufacturing where it flows real time data between plants and HQ to support dynamic resource management systems
  • in dynamic pricing systems, where it processes vast amounts of data and calculations in distributed computes
  • data migration projects from on-prem to the cloud
  • aviation and logistics, where we enable real-time decisioning to greatly increase efficiency of service delivery and disruption handling

What tech is powering IOblend?

IOblend Engine is a proprietary framework that sits atop of Apache Spark™ and enhances it with advanced features like complex transforms, advanced regression and eventing, and true streaming from any source

How efficient is IOblend at handling huge data volumes and complex dataflow processing?

IOblend Engine is based on the Apache Spark™ with additional performance enhancements built in to optimise the processing efficiency. This significantly boosts computational power even using modest architectures – experience the power of data engineering in the 21st century!

We have streamed data to Snowflake with full production-grade attributes such as record-level lineage, de-duping, metadata, schema info, transformations, etc. at a rate of >10mil records in 0.6sec. Yup, IOblend and Snowflake make a powerful combination.

Is IOblend secure for my organisation to use?

IOblend DataOps is a desktop application, which means it resides entirely inside the client’s environment, inheriting security protocols for a complete peace of mind. IOblend connects to your systems using existing access credentials, allowing you to restrict user rights as you see fit

What environments does IOblend support?

IOblend supports all on-prem, hybrid and major Cloud systems, and allows you to work with multiple Clouds simultaneously – never be restricted by your infra again

How do I deploy IOblend?

IOblend DataOps can be deployed in two ways: Local (Dev) and Production

Local machine deployment is best suited for dataflow development. IOblend ships with a containerised Spark environment, so it works out of the box – no need for developers, analysts and data scientists to build local Spark environments. The software connects to the client’s data systems via the existing security protocols – no data is ever exposed externally

For production, IOblend Engine is installed in your Cloud or on-prem environment as either a Linux container or directly into your Spark infrastructure such as

Databricks 

HDIsight

Google Cloud Proc

AWS EMR

as well as on-prem Spark infrastructure. The Linux image contains all the essential IOblend dataflow components within. The user can easily interact and run dataflows from within the Cloud to any external systems

Does IOblend have a steep learning curve?

NO! We have built IOblend to be very easy to use even by the non-specialists. The platform is no-code and only needs you to use SQL for your business transformations. Everything else is automated – just point and click

Can I use it on my existing Cloud infra?

AWS

GCP

Azure

Yes, IOblend supports all Cloud providers and databases. You can even use multiple Clouds simultaneously if your estate already utilises several Clouds in your architecture. It will also easily connect via JDBC to both Snowflake and Databricks

I am considering migrating my data to the Cloud – can I use IOblend?

Yes, IOblend will greatly simplify your effort and save time on the initiative – schedule a free demo today so we can show you how to migrate to MS Azure, Snowflake, AWS, etc with ease!

What data sources does IOblend support?

IOblend supports all data sources and data types, such as structured/unstructured, batched/streaming, databases/lakes/warehouses, systems/apps, ESB/APIs and files – if the data resides in it, we will connect to it

What does IOblend use for the application of the business logic?

The vast majority of your business logic can be handled with SQL – just type your code in the transform window or paste your existing logic from another editor. For the remaining, more complex transforms, we have provided a simple Python template to take care of that – no transformation is impossible!

Can I output the data directly to my analytical models?

Absolutely. IOblend allows you to output your data to any destination, static or dynamic

Is IOblend SaaS? Do I have to buy multiple licences for different users/modules?

NO, the full IOblend suite is deployed on an annual enterprise license basis that covers unlimited usage and unlimited users within one legal corporate entity

We already do data engineering and data management with existing tools. What value does IOblend bring to my organisation?

IOblend DataOps offers an unbeatable value to your organisation by automating all core data engineering and data management tasks required for production-grade pipelining

IOblend is Spark-based, meaning you get the most powerful engine on the market today, further enhanced by us with new features and optimised performance to save you time and resources

We also natively support data mesh architectures, so you can empower your data domains to work with the data themselves and rest assured the data estate will be fully robust and standardised

Schedule a free demo today to see for yourself!

What functionality is included in the IOblend annual enterprise licence?

Annual enterprise license includes the full IOblend DataOps functionality: data engineering, data management and data governance elements are all included – just install and enjoy the full power of IOblend DataOps

I am considering implementing a Data Mesh architecture, can I use IOblend for it?

Absolutely! We have designed our platform to natively support data meshes. Read here for more information how IOblend makes data meshing easy

Is IOblend specific for a certain industry only?

NO! If you flow enterprise levels of data in your organisation, you can use IOblend to do it. We are completely industry agnostic – data is data everywhere!

Does IOblend have a free trial?

Absolutely. We have a totally FREE to use Developer Edition with the full functionality to be used in your local environment. 

Build, test and evolve your data pipelines as much as you like – experience the power of DataOps at your own pace.

I have more questions about IOblend, who can I contact?

We are always happy to help! Drop us a note on info@ioblend.com and let’s delve deeper together.

We believe in one’s ability to solve any data challenge if you just put your mind and the right tools to it

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