Navigating the Sea of Options: A Captain's Guide to Data Discovery Software
The modern business landscape isn't without its challenges, and navigating the complex world of compliance is one of them. In a digital-first society, businesses can access endless data streams that facilitate decision-making—but it also presents serious risks.
Data leaks and cybersecurity breaches are more common than they should be, with Statista highlighting that 19% of UK businesses experience one data breach each month, while 6% said they deal with them several times a day.
Remaining compliant can seem like an uphill struggle, but it is possible. At Captain Compliance, we regularly help our clients navigate data management and stay within their industry's regulations, so we know a thing or two about what can go wrong.
Data discovery software is one of the most beneficial solutions you can implement into your data management strategy. In this guide, we'll reveal everything you need to know about the various options and how to choose one that suits your compliance needs.
- Data discovery software is changing the way businesses collect and manage information. It also allows for error-free decision-making.
- With so many types of software available, it's hard to know where to start. However, we think Qlik and Tableau are the real contenders.
- While data discovery software offers many benefits, it's still important to focus on - or outsource compliance.
Understanding Data Discovery Software
Data discovery tools allow businesses to analyze raw data, evaluate patterns and gain valuable insights through machine learning and automated algorithms.
In their simplest form, data discovery solutions remove room for human error and ensure the information you gather serves a purpose.
Large datasets can be challenging to understand, but software solutions can streamline the process and highlight potential issues with the integrity of your data.
Businesses can use them to make data-driven decisions and ensure compliance.
The Captain's Approach to Data Discovery
Captain Compliance knows that data compliance isn't just about making the regulators happy; it's also about building and maintaining trust with clients and stakeholders.
Our holistic approach to data compliance enables us to identify potential security issues and implement measures to mitigate them—preventing reputational and legal repercussions.
With a robust corporate compliance strategy, you can enjoy transparent data management practices, protect personal information, and align your practices with geographical and industry regulations.
Leveraging Data Discovery Software for Effective Solutions
Compliance is an ongoing process that requires a proactive approach at all times. Captain Compliance utilizes data discovery software to streamline various parts of the process and give us an in-depth look at your current security measures.
However, we also have years of experience in helping our clients navigate data protection, and our ability to work alongside the various software solutions delivers long-term, sustainable results.
Benefits of Data Discovery Software
When dealing with sensitive data, implementing discovery tools can automate various processes and help you manage unstructured data.
There are many benefits to investing in it; let's take a look at them.
Streamlined Data Mapping and Classification
A solid data mapping strategy relies on locating and cataloging the information across various systems and sources. While the process is often intensive, it can help stakeholders isolate issues and discover critical insights.
Data discovery tools can also aid in classifying personal information by sensitivity level, as they can identify high-risk data and help you develop stronger measures to protect it.
Improved Data Governance and Risk Management
Despite the importance of data in our digital-first society, businesses still struggle to recruit specialists who can support their compliance efforts.
According to Gov.UK, 46% of businesses actively recruiting for data specialists struggle to find suitable candidates, making discovery solutions instrumental.
These tools can give organizations a unified view of their data, ensuring consistency and accessibility. They can also improve governance, meaning fewer data corruption and misuse risks exist.
Enhanced Data Protection and Security
Manual data management often comes with risks, but data discovery tools offer advanced features that protect your data and remove room for error when handling it.
From classification to encryption and providing updates on potential weaknesses, businesses have a powerful weapon on their side and can feel confident in focusing on gathering insights from the information.
Regulatory Compliance Made Easier
Depending on where your industry operates and the sector it's within, you could be subject to numerous regulations, including the following:
- GDPR - General Data Protection Regulation
- CCPA - California Consumer Privacy Act
- FCA - Financial Conduct Authority
- HIPAA - Health Insurance Portability and Accountability Act
Non-compliance can lead to legal issues, and some businesses might become inoperable.
However, implementing data discovery tools ensures you can align your organization with the regulations and mitigate potential risks before they become serious problems.
Captain Compliance's Recommended Data Discovery Software Solutions
So, now you know more about why remaining compliant is so essential, it's time to reveal some of the best data discovery software solutions that will deliver. Are these tools an investment? Yes. But they'll also work hard to prevent breaches.
As an IBM Security report shows, UK businesses pay around £3.4 million annually on breaches. The tools we're about to reveal are nothing compared to the money you'd spend on mitigating a data breach.
Here are our recommended sensitive data discovery tools.
Tableau - Best for data visualization
As one of the data visualization world's OGs, Tableau is simply one of the best tools you can invest in for data discovery. With its data visualization features, users can easily extract data and turn it into graphs or charts to clarify the findings.
However, Tableau also has intuitive features that allow non-technical people to enjoy a self-service solution without going through years of training.
It's also one of the more cost-effective solutions and can create custom graphs or other visual representations.
- Choose from a wide range of visualization types
- Collect and manage your data from a range of sources
- Implement simplified interfaces for non-technical users
- Tableau can be a bit slow sometimes
- Slow servers mean users have to wait for their data
Pricing: Tableau is one of the more cost-effective solutions out there, costing $42 monthly for each user.
Qlik - Best For AI Enthusiasts
Qlik is a highly advanced platform that leverages AI technology to refine your data processing techniques and decision-making. With large clients such as Paypal, Samsung, and HSBC, it's doing something right—but what makes Qlik unique?
Along with facilitating seamless data migrations and integrations, it also uses the information you collect to provide recommendations that will aid in decision-making.
You can also integrate various tools into the system, making it ideal for a stress-free transition.
- Uses advanced AI
- Instant recommendations
- Seamless integration with other systems
- It's one of the more expensive tools
- It can lag when processing large datasets
- The token pricing model is complicated
Pricing: With its range of features, Qlik also comes with a price tag of $2700 monthly for the premium version.
Informatica - Best For Business Intelligence Teams
With a powerful suite of tools, Informatica is one of the best solutions for data warehouses and business intelligence teams.
With ETL (Extract, Transform, and Load) features, Informatica helps you identify and manage your data through its lifecycle.
This tool stands out because of its messaging feature, which makes data governance easier than ever. You can also obscure personal information to ensure only people with access can read it.
- Users can uncover insights they might not notice.
- The tool ensures you can align your business operations with compliant practices.
- It can handle and move large datasets.
- The initial setup and integration can be highly stressful.
- It's more suited to large businesses.
- Organizations that use Apple devices can't use it.
Pricing: Unfortunately, there's no clear pricing model for Informatica, but they offer a flexible fee based on your usage.
Manta - Best For Data Lineage
Manta is simply one of the most accessible data lineage tools around, making it easier for both technical and non-technical people to see how data flows through their systems. With its intuitive dashboard and automated features, Manta offers convenience.
The software can automatically scan data and show all potential flows in a convenient map, but you can also split the data by sets or review your entire organization's ecosystem.
You also can make informed decisions without deciphering endless streams of information.
- Can work with numerous BI and ETL models
- Offers automatic insights
- Enables people to view how their data flows
- There's no clear pricing structure
- Some people find the interface too basic
- It struggles to map custom models
Pricing: Manta has no pricing information available.
Aggua - Best For BigQuery and Snowflake data
As a cloud-based platform, Aggua enables organizations to collaborate between departments, sharing and analyzing data.
Its main selling point is that the tool is designed for Snowflake and BigQuery data stacks, making it a great option if you want a seamless way to manage the information you collect.
With superior mapping capabilities and built-in anomaly detection functions, the software can turn a five-hour task into just 30 minutes of work.
- Flawless data mapping
- Anomaly detection
- Tracks granular level data costs
- It lacks user-friendly features
- Beginners might find it too challenging
- Customer support can be unreliable
Pricing: Currently, there's no transparent pricing model for Aggua, which works on a subscription basis.
Overcoming Data Compliance Challenges
Data compliance doesn't come without challenges, and the intricate regulatory landscape is hard to navigate.
Even large businesses with plenty of resources can feel like they're in an uphill struggle, but data discovery tools and utilizing compliance services can help you succeed.
The common challenges you might face include:
- Understanding your industry's regulations
- Implementing a data management strategy that aligns with them
- Ensuring data quality and consistency
- Maintaining positive relationships with customers
- Scaling data management processes with your organization's growth
- Fostering a culture of transparency throughout the entire business
Both data discovery software and the experts at Captain Compliance can help you navigate these obstacles. With the analytic skills of AI and support from compliance experts, you can achieve more with your data and stay within your industry's regulations.
Captain Compliance: Your Trusted Partner
Many businesses choose to outsource compliance, as experts have industry knowledge to identify any issues.
Captain Compliance is one of the most reputable services, with years of experience helping clients refine their processes and make non-compliance a thing of the past.
Our dedicated team of professionals can support you with data compliance and give you a strategy that delivers on all bases.
Data discovery tools are fast becoming necessary for forward-thinking businesses, and the right software solution can make a massive difference to your brand. Along with avoiding hefty penalties, you can also build a solid reputation and attract more customers.
If you'd like to learn more about our compliance services, we have a dedicated customer service team ready to advise and support you. Please feel free to get in touch today and future-proof your business.
What is a data discovery tool?
Data discovery tools are advanced solutions to explore and visualize data. The right tool can enhance decision-making processes and ensure you avoid compliance issues.
Which service is used for data discovery?
Plenty of services are available for all stages of data discovery, but the most popular include Qlik and Tableau.
What is data discovery and classification software?
Data discovery and classification tools automate and streamline various processes, including mapping, categorizing, storing, and using data to make decisions.
How do you create data discovery?
You'll need to adopt a systematic approach when creating data discovery, as the strategy must align with your organization's immediate and long-term objectives. Once you have processes, you can make data discovery more accessible for everyone.