Showing posts with label Data Quality. Show all posts
Showing posts with label Data Quality. Show all posts

Wednesday, May 12, 2021

REASONS TO PROTECT YOUR SAAS DATA

 Reasons to Protect Your SaaS Data

The Software-as-a-Service (SaaS) industry continues to grow in leaps and bounds — predictions suggesting that the market could grow to $157 billion in 2020.

SAAS MARKET GROWTH (BILLION U.S. DOLLAR)

SAAS MARKET GROWTH (BILLION U.S. DOLLAR)

“Software as a Service (SaaS) Market Worldwide 2008-2020.” Statista, https://www.statista.com/statistics/510333/worldwide-public-cloud-software-as-a-service/.

While SaaS empowers companies to move smarter and faster at affordable prices, it also leaves data prone to cyber-attacks that could result in lost data.

Is Your Data Safe?

Estimates suggest that at least  80% of businesses using SaaS have lost their data at some point. It’s expected that by 2021, 3 out of 4 companies will use SaaS to power up their critical applications — these numbers are symbolic of the growing need to protect Saas data.

Many SaaS vendors don’t provide protection for your data  — Salesforce, Microsoft and Google all provide limited (or no) support for data recovery, as evidenced in their company statements:

1.   Salesforce no longer to provide data recovery

Salesforce no longer to provide data recovery

2.   Microsoft Services Agreement claims no liability for any disruptions or losses

Microsoft Services Agreement claims no liability for any disruptions or losses

Microsoft Services Agreement. (n.d.). Retrieved October 19, 2020,
from https://www.microsoft.com/en-in/servicesagreement/

3.   Google claims no recovery if customers delete the data

Data Processing and Security Terms (Customers). (n.d.). Google Cloud. Retrieved October 20, 2020, from https://cloud.google.com/terms/data-processing-terms

Google claims no recovery if customers delete the data

How Can You Lose Data?

There are many ways in which a data loss incident can torpify your business.

1.Human Errors

Inevitably, the biggest cause of data loss is a human error — as high as 64%, according to some estimates. The figures and example below illustrate the threat:

The biggest causes of data loss
The biggest causes of data loss

Source: Aberdeen group

GitLab Data Loss

The benefit of a replication solution is that it can help you compare your data before and after errors are noticed and see all of the changes that have been made. Thus, you can quickly check mistakes and rectify them, recovering all lost data. Replication is used for data recovery to ensure accurate and adequate security exists to ward against system breaches or software/hardware failure where data is compromised.

2. Hackers

As noted earlier, the SaaS market is forecasted to see $157 billion in revenue in 2020 — these numbers have caught the interest of hackers, as illustrated below by the Chartered Professional Accountants of Canada (CPA) incident below:

The CPA disclosed that a cyberattack against its website allowed unauthorized third parties to access the personal information of over 329,000 members and other stakeholders.

CPA Canada discloses data breach affecting 329,000 individuals. (n.d.). BleepingComputer. Retrieved September 8, 2020,
from https://www.bleepingcomputer.com/news/security/cpa-canada-discloses-data-breach-affecting-329-000-individuals/

Archiving your data with Cloud Replication helps you comply with regulations and requirements. The “snapshot-based tracking” can help you to maintain data compliance regulations.

3.System failure

Just as humans are prone to errors, so are systems. While machines can greatly reduce the risk of individual human error, data can still be compromised/corrupted without warning, potentially leading to all your vital data vanishing at once. The consequences are beyond imagination!

Data replication stores your data on multiple sites or nodes which increases the availability of data even in adverse situations like system failure. By moving your data to different sources, you can make sure that your data is continuously available.  Thus, even in a “system crash” scenario, you will have access to all of your relevant data and can keep going.

Backup vs Replication

Backups copy and restore data to ensure original data is not lost in the case of human/system error. Even if backups are run hourly, they cannot ensure the continuity of business at a time of data loss,  as it may take hours, even days, to recover the data because it is stored offsite.

Replication copies and moves data to different sources/sites, making recovery faster, as data is retrieved quickly and at a granular level, allowing organizations to back on track in half of the time or less than backup solutions.

Because we live in an increasingly data-centric world, businesses cannot afford to compromise on the availability of data nor the level of security required to protect it.  Today’s business model requires an “always-on” level of service which cannot be delivered by a backup solution.

What Exactly is Replication?

Data replication is the process of keeping data at different locations, creating multiple copies of it that can be stored at various sources to make certain it is protected from loss or theft. Replication increases the accessibility of data by giving access to all users at the same time, irrespective of their location.

Depending on need, replication can be done once or on an ongoing basis. The dynamic nature of data necessitates flexibility and convenience, making replication even more vital in today’s business world where information must be shared instantly and globally to multiple audiences.

Types of Data Replication

  • Transactional replication

In a transactional replication, the software makes a complete copy of the original data and updates it as it changes. Data is replicated in real time from its origin to the receiver database. This type of replication guarantees transactional consistency. This is most significant as the number of rows copied each time is smaller.

  • Snapshot replication

When the snapshot replication method is used, data is replicated exactly as it appears originally and is not monitored for updates.  The entire snapshot is generated and sent to the user. This method is generally preferred when data changes only occasionally, because it requires the slower process of moving multiple records from one end to the other.

  • Merge Replication

Merge replication allows publisher and subscriber to change data dynamically. It is the most complex form of replication as data from two or more databases is merged together to form one database. It allows users to send changes from publisher to multiple subscribers.

  • Key-based Incremental Replication

This type of replication is also referred to as “key-based data capture,” as it only copies data changed from the last update. In this method, keys can be seen as elements that exist within the database and trigger data replication. Only a few rows are copied at a time, which makes it the most cost-effective replication method of all.

Advantages of Data Replication

Replication not only protects your data from a variety of threats but also provides a number of advantages:

  • Better Reliability and Availability: Since data is present at different locations, if one system fails, data can easily be recovered from another location.
  • Lower Data Access Latency:  As data is available at multiple locations, the required data can be accessed from a closer location to where the transaction is being executed.
  • Power Analytic Support: Making data from different sources available to a data warehouse empowers different teams to work together on a common project for business intelligence.
  • Enhance Test System Performance: Because replication simplifies the synchronization and distribution of data, it creates quick access to data for testing, which allows for faster decision making.

What We Do at DBSync

At DBSync, we provide you with a simple and cost-effective way to replicate your Salesforce data. Our cloud replication can automatically create Salesforce object schemas, replicate objects in real-time, and create or update Salesforce records from your database irrespective of platforms like AWS, Windows, Azure, Docker, or Linux. Further, our product:

  • Fulfills All Compliance and Security Requirements
    Archiving your cloud application data with Cloud Replication helps you comply with FINRA and other regulations/requirements. Snapshot-based tracking means you stay on top of the latest regulatory requirements (i.e. versioning).
  • Requires Zero Administration – Set It and Forget It
    Automatic schema creation and adjustment means zero effort on mapping schemas. The ability to run database queries on Salesforce data reduces API usage and query latency.
  • It is Easy to Use
    No API experience? No Problem! Download the data directly and manipulate it from the database to see updates right in your CRM.
  • Can Be Deployed and Run Anywhere
    Support for the cloud (AWS) and on-premise database backup (Oracle, SQL Server, MySQL, Snowflake, etc), allows you to run data replication in batches or in real-time increments.
  • Allows for Adoption of Salesforce With Your AWS and Big Data
    Cloud Replication’s support for Cassandra, Amazon Redshift, MongoDB, and S3 helps you to harness the power of Big Data for your business.

Conclusion

It is easy to see the valuable impact SaaS has and continues to have, on the way we currently do business. However, as shown, this brings with it the increased risk of data loss — either by employee error, system failure, or malicious intent — that can hamper the flow and productivity of any business.  The best defense: DBsync’s Cloud Replication tool. Be safe, not sorry! Arm yourself against data loss and sleep soundly at night knowing you are well-protected.

Friday, May 10, 2019

5 reasons why customers should have Data Integration


1. Take advantage of specialized applications
If I can say in my words, every piece of software that works with data represents analyses and transforms information in a specialized way. By integrating data into a format accepted by that application, you’re giving yourself the power to open and use your data in that software.
For Example, In DBSync we are using different types of connectors like Salesforce, Microsoft CRM Dynamics, NetSuite (ERP), QuickBooks and many more.
With the help of these connectors, we are Integrating the data from different sources to different destination platforms.
2. Reduce technical complexity and improve business agility
In present time Data Integration architecture enables organizations to eliminate point to point Integration, Reduce Complexity and improve overall optimization while providing self-service access for distributed teams.
3. Make Data More Available
Centralizing your data makes it easy for anyone at your company (or outside of your company, depending on your goals) to retrieve, inspect, and analyze it.
Easily accessible data means easily transformed data. People will be more likely to integrate the data into their projects, share the results, and keep the data up to date.
4. Managing CRM Applications
Customer data integration is essential for the success of CRM. You need to have accurate customer details (the single version of the truth). This is important so that all the customer service employees (from those who call the customer to those who process the application) have a clear view of the customer and see the same data. Organizations are mainly utilizing customer data integration for customer retention by having a 360-degree view of them. Their next step would be using customer data integration to get new customers.
5. Data Integrity
According to me many things will happen with your data from the day it is created in your system and throughout its lifecycle. It can be transferred to other systems, altered and updated multiple times. Human interactions, data transfers, viruses or compromised hardware are all events that can compromise your data’s integrity. This is where maintaining data integrity can become a tricky task.
In my job providing data integration solutions to organizations, data quality, and data integrity are always something we discuss in details. I believe that data integrity should be top of your mind at every stage of the data lifecycle, and already from the design and implementation phase of your systems. Data integrity also ensures recoverability and searchability, traceability and connectivity. Protecting the validity and accuracy of data also increases the stability and performance of your systems.
Reasons why to go for DBSync
DBSync is a proven integration platform which facilitates integration between various legacy systems, services, processes, business partners and data to provide new business value and improve new business performance. DBSync manages all communication, data translation, and process interaction among various connected applications. If I talk about the pricing, we have an excellent plan for our clients, and they can also choose the best package what they like based on their needs and requirements. Please check all the prices with all subscription plans at DBSync.
Best in class support and service plans
We are providing videos to the customers to help them in Implementation, to training documentation that explains, to a community platform, to one-on-one support from partners who can speed up your integration.
DBSync ensures you have everything required to implement and run your integration project deployment successfully.

Providing standard support through email or online are included as a part of the yearly subscription. 
Check out more.
Easily Customizable Integration by using iPaaS
The DBSync iPaas is the fastest way to integrate between two applications with its existing pre-defined solutions. It allows companies to connect “Cloud to Cloud” or “Cloud to On-Premise” applications quickly to solve any integration problem. You can also use it to streamline various known business processes like an order to cash, procure to pay, service to cash, payment integration or integrate your cloud applications with your database.
DBSync provides Development studio that would jump start your cloud adoption with pre-built templates and easily customizable integrations, API’s and extend the platform so that any non-technical users can quickly build processes that connect with an unlimited number of Endpoints. Check out more.
Support Standard and Custom Connectors for Integration
Connectors or adapter which are sometimes referred to from an integration standpoint as a set of components within the iPaas are that opens a connection to an external system that is used to authenticate, push and pull data from external systems.
Connectors in DBSync may be categorized into two types
  • Standard Connectors
The standard connector presents a published, constant Interface (API) to users and other components on the upstream side of the connector. Please check the below link to see how many standard connectors we are supporting.
  • Custom Connectors
DBSync provides SDK for building custom connectors. Most of the times we are getting requirements from the customers to create the custom connectors for them to transfer/ Integrate a Data from One application to another application like Salesforce to QuickBooks and many more. Check out more.
Tutorials
The tutorial is a method of transferring knowledge and may be used as a part of a learning process. DBSync tutorials are used for knowledge transfer.
Most of the time customers are using different tools for Data Integrations, but they don’t know how to use these tools for data integration. So, here DBSync is providing a Tutorial section for the users so users can come and see how they will be going to Integrate their data with the help of DBSync from Source to Destination applications like Salesforce to QuickBooks and many more. Tutorials provide all the information to the user about the queries builder and hierarchy mapping for the data flow. 
Check out more.
Template Library
Solution Library is a collection of pre-built integration solutions. These solutions can be easily added to your integration instance.
It helps the customers to get all the data about how to Integrate from source to target applications. With the help of Template Library customers will get to know about the information of Data Flow, Field Mapping, Process Map, Prerequisites for Integration and how the user will get to start with DBSync includes all the sequential points. Check out more.