DataOps
What is DataOps?
Data is power. But if you lose your grip on it, you can waste time trying to work out what data you have where, who’s using it for what purpose and even whether it’s accurate.
DataOps gets your data under control. It’s all about creating an overarching strategy for efficiently managing, sharing and generating value from data throughout your business.
Applying techniques from the world of DevOps such as collaboration, automation, and virtualisation increases the speed of data pipeline development, whilst keeping costs under control.
Adding the best of data engineering with governance, data democratisation, and a focus on quality ensures everyone knows what data you have, how it’s managed and what they can do with it – with confidence in the accuracy of that data.
With DataOps you have a harmonised approach to data that everyone can use. So your whole organisation benefits from data – not just scattered people and teams.
Why use DataOps?
DataOps lets you get the most from your data and harness its power to drive positive change. Insights from your data support new ideas as they’re developed and put into production, ultimately creating more value for your organisation.
Breaking down silos
Eliminate data silos within organisations and make data available where it is neededData has the power to transform your business. But it will only generate value if the people who produce data collaborate with those who consume it.
DataOps connects business leaders, IT developers and data analysts so they can all see the big picture and make better collective decisions using data from across the business.
Data you can trust
Improve and monitor the quality of your data so you can be confident in the generated insightsWhen everyone is creating their own data with their own manual processes, mistakes are almost certain – and correcting them takes up valuable time.
With DataOps, your data pipelines are automatically monitored all the time, ensuring all new data is accurate, consistent, and ready to use so you can be confident in the information being used to make business decisions.
Control your assets
Implement governance and control to meet regulatory requirements and avoid your data lake becoming a data swampWith today’s technology, reams of data can be created, duplicated and shared with just a few clicks.
Before you know it, you’re stuck in a data swamp, with no idea what data you have, who owns it or how it is being used – making change difficult and risking regulatory failures.
DataOps strengthens your data governance, centralising metadata so you always know how and where your data is being used.
Act fast
Enable rapid development and a fast, safe, route to live to take advantage of new data insights before your competitorsData can drive your business forward, but it can also hold you back if it is not available in the right place, at the right time in the right format.
With DataOps, your data science and business intelligence teams can spin up new development and test environments in minutes – then quickly create models that support the requirements for business decision making and technologies such as AI/ML frameworks.
How we can help
Triton’s DataOps service is the all-in-one answer to your data problems. Whatever data you have now, and however you’re using it, we’ll help you make the leap from chaos to control.
Whatever stage of the journey your business is at, we can design and build the infrastructure that will allow your data scientists, business intelligence professionals and reporting specialists to get more value from data.
We work with your data professionals to give you the tools and processes you need to reap the rewards of a DataOps approach to handling your data. Triton consultants are skilled across a wide range of open-source, commercial and cloud based databases, data engineering and visualisation tools so you can be sure the solution will fit the requirement, rather than trying to fit the requirement to a solution.
Every organisation is different, so we believe it is important to ensure a DataOps solution is tailored to the individual requirements, to achieve that our service breaks down into two phases:
DataOps Phases:
Throughout the process, we’ll work with technical and non-technical team members at every level, to make sure everyone understands how DataOps will help and plays their part in making it happen.
Review
Organisations who are new or struggling with DataOps may want to take advantage of our DataOps Review offering to understand the possibilities, and how they can achieve them prior to starting an implementation project.
We analyse where you are now, where you want to be and how to get there, and then provide a report on next steps and the benefits you could get from DataOps.
Consultancy
For organisations who are confident in their requirements, we offer a DataOps Consultancy service which provides skilled consultants able to cover any requirement, from architecture and project management to technical implementation and training.
We help you get the right people, processes, and tools in place to create more value from your data by making data available quickly, safely and cost-effectively.
Resources
DataOps Service Literature
Tame your data streams and use them to generate more business value with Triton's DataOps service