
The solution that provides proof your data is trustworthy and your reports are reliable. Stop using bad data to make poor decisions. Learn to trust your data and decisions again.
Quickest access to an entire team of data professionals ready to start work.
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Knowing where your data is from and how it flows through your process to its destination is a company wide problem that needs visibility.
Automated testing gives you confidence that your data has been checked and is within the range of values you have deemed acceptable.
The earlier you know a problem exists, the faster you can fix it at the source helping to maintain the flow of high quality data used for decisions.
Our customers deploy our fully managed service for the following three most common reasons. They either:
Cleaning your source data prior to a data migration project can save significant time and money whilst reducing the risk to your migration.
AI is only as good as the data it is built on. Garbage in, garbage out still applies. Higher quality data will result in higher quality decisions.
Reports giving mismatched or inaccurate values and KPI's being generated inconsistently leads to low trust in your data sources.
You may have either a resource or skills-based challenge or you may need to improve or change the way you manage your databases. Our customers naturally fall into one of three categories who have either:
As data volumes continue to grow we help you to rationalise, migrate and integrate your data to keep your data organised and stored in the correct formats.
We ensure that your database is running at optimal speed, backed-up, recoverable and always available so you can concentrate on running your business.
A picture tells a thousand words so we help you to present your data so it can reveal insightful trends, opportunities and issues that you can address quickly.

We are a data & AI focused company, using what we have learned over the decades to help other companies secure, optimise, analyse and monetise their data.
When you work with us, you can expect a direct relationship with us and no middlemen. Our services are designed to offer the best value. Data & AI skills are expensive but they can make the difference between good data driven decisions and bad ones.
Most importantly, our samurai are experienced in the technologies that you use because we use them everyday too!
You may have either a resource or skills-based challenge or you may need to improve or change the way you manage your databases. Our customers naturally fall into one of three categories who have either:
DOaaS is a high value service that provides companies with a team of data professionals that implement data observability to increase data health and trust in your business. Don't just say your data is correct, prove it!
Data observability is the monitoring of the health and quality of your data as it flows through your business enabling the detection and quick resolution of issues as they are observed leading to a higher amount of trust in reports and dashboards used for decisions.
Design, implementation, management and support of your data quality platform. This includes creating your platform from scratch using Soda.io or taking on the management, support and future development of another existing platform.
The typical roles you would use to enable data observability are as follows:- Data Architect, Data Engineer, Data Scientist, Data Analyst. They design and build data pipelines, manage and monitor your data flowing through your business and use it to generate reports.
The primary technology we use is Soda.io but there are many others that do the same or similar things. If you are already using another technology we will most likely know what it is and how to use it.
No, software licensing costs are not included as part of the service but for greenfield implementations we can bundle the costs together to keep billing simple.
If you are looking for a service to look after your databases then DBAaaS is probably a better fit for you. If you are are experiencing issues with data quality, don't understand how data flows through your business and how it has been transformed or your business is not able to trust your reports and dashboards to make data based decisions then this service is for you.
Yes, as systems change overtime ETL processes and pipelines need to be changed to adapt to those source system changes too. If your data engineers are adding additional pipelines we can include those in your data quality platform too.
Data migration projects can be costly. Anything that can be done before the data migration kicks off will reduce the amount of back and forth managing and fixing data issues. Data observability should be a standard process run at all times but if you do not currently do it and you have a migration coming up DOaaS can save you time and money.
If you need a data migration project to move data from an old CRM/ERP system to a new CRM/ERP system or an old finance system to a new finance system that would be a separate project cost and is not included in DOaaS. Data migration projects like this can take 6 months to multiple years depending on the requirement, the type of system that is being migrated and how many years / how much data is in scope for the project.