

Zoho Analytics and SAP Business Data Cloud are key players in business intelligence and data analytics. Zoho Analytics may have an advantage with its cost-effectiveness and integration capabilities across Zoho products, while SAP Business Data Cloud is notable for real-time data integration within the SAP ecosystem.
Features: Zoho Analytics is valued for its graph generation, SQL functionality for insightful reports, and API connectivity. Zia AI tool supports rapid decision-making. SAP Business Data Cloud integrates well with SAP products, supports predictive analytics and machine learning, and offers strong visualization tools.
Room for Improvement: Zoho Analytics could enhance its graphic options and support larger data scales. Improvements in query language and API integrations are sought. SAP Business Data Cloud could enhance connectivity with non-SAP systems, reduce licensing costs, and improve visualization capabilities.
Ease of Deployment and Customer Service: Both solutions offer deployment across public, private, and hybrid cloud environments. Zoho also provides on-premises options. Zoho’s customer service is mixed, with some praising responsiveness. SAP generally receives positive feedback for fast and effective support.
Pricing and ROI: Zoho Analytics offers competitive pricing, starting at a few dollars per month, making it accessible and providing positive ROI through simplified data analysis. SAP Business Data Cloud, while more expensive, offers comprehensive integration with SAP systems, justifying costs for many users through enhanced productivity and insights.
We have saved a lot on the number of employees, and implementation time for the projects has reduced significantly since we started using the standard features of SAP Business Data Cloud.
Once the content is available, then it is a faster go-live with lesser cost in implementation, and that would give an ROI.
It will definitely reduce the need for more staff to handle this technology.
The integration with Zoho People is particularly important because I can access real-time data at any time, including what's happening in the last minute.
After incorporating Zoho Analytics, now all our decisions come from its reviews.
Any time I've integrated customer data using Zoho, I've received great feedback and referrals, and Zoho has gotten me referrals and more customers.
The technical support is a very well-organized service, with a lot of tools for me as a consultant and for the end user on how to contact SAP support and get issues solved.
For example, when I provide a set of instructions, they often simply ask me to implement those steps without checking whether they are applicable.
In SAP's policy, for the first couple of years, the product team is also part of the support team.
The support team doesn't have full awareness of the system capabilities.
Zoho support provides assistance through live chat to guide us.
If you need help with any issue you face, you can directly call them.
The scalability of SAP Business Data Cloud has been strong, as it has handled growth in data volume, user demand, and reporting requirements without significant performance issues.
SAP Analytics Cloud can be used by a small company, and it can be used by a large corporate.
Since SAP has consolidated everything on one platform, there is ample room to expand as much as needed.
Zoho Analytics can easily adapt to our needs when they grow, and you don't need much knowledge to adapt it; even basic Excel knowledge is sufficient.
You can utilize URL features to redirect users to their records in Zoho CRM or Zoho Desk with just a click.
Zoho Analytics is scalable.
You have a chance to test it on your test tenant in small increments, so it should not break your productive reports and productive environment.
It has been reliable for reporting, analytics, and data integration activities.
This really allowed virtual access to data, which means there was no heavy replication of data involved, greatly improving performance.
A major missing feature compared to Power BI is the ability to create multiple DAX measures or row-level context, which would be useful for showing custom profit and loss statements.
The stability and reliability of Zoho Analytics have been good over time.
The stability and reliability of the product is crucial for optimal performance.
On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family.
If SAP can come up with innovative options to reduce licensing costs, many customers would incline toward SAP Business Data Cloud.
If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.
The collaborative features of Zoho Analytics have faced one issue: they have tried to reduce the sync time with most Zoho applications, but even with CRM, the sync still takes one hour.
While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations.
Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.
If I compare the cost with SAP competitors, I find that when creating an enterprise data lake, if I don't use SAP Business Data Cloud and make it directly in the hyperscalers, it is pretty much cheaper than doing the same in SAP Business Data Cloud.
From a planning license perspective, SAC on that side is very expensive if you need developer features.
SAP Business Data Cloud is at a disadvantage when compared to tools like Talend or Informatica, which are cheaper and more capable.
The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.
The pricing for Zoho Analytics is actually cheaper than the competitors for the kind of service they provide.
For SuccessFactors and S/4HANA Cloud, there are pre-built reports available which are commonly used by customers.
SAP Business Data Cloud has positively impacted my organization by federating SAP data, which is now available for all to use.
The main standout feature is BDC Connect, as it is very useful for sharing data without replicating to third-party tools such as Enterprise Databricks, Snowflake or even in the near future, Google BigQuery as well as Microsoft Fabric.
The AI called Zia in Zoho Analytics is extremely useful. Whenever I build a chart or dashboard, I can generate a summary of insights using this AI tool, which is very convenient for both leadership and manager level teams to understand the data concepts.
The best feature is that in the same tool, we can use SQL and business intelligence capabilities.
Regarding integration capabilities, I have found Zoho Analytics' 100+ integrations very effective in consolidating data from various sources.
| Product | Mindshare (%) |
|---|---|
| SAP Business Data Cloud | 2.7% |
| Zoho Analytics | 1.3% |
| Other | 96.0% |
| Company Size | Count |
|---|---|
| Small Business | 44 |
| Midsize Enterprise | 21 |
| Large Enterprise | 64 |
| Company Size | Count |
|---|---|
| Small Business | 28 |
| Midsize Enterprise | 4 |
| Large Enterprise | 5 |
SAP Business Data Cloud (SAP BDC) is a unified, intelligent data platform — part of the SAP Business AI Platform — that governs SAP and third-party data through a business data fabric. As an evolution of our industry-leading data, analytics and planning solutions, Business Data Cloud brings together Datasphere, Analytics Cloud, and Business Warehouse with a unified experience that delivers transformational insights across all lines of business. By harmonizing mission-critical data with the business processes and logic that give it meaning, SAP BDC delivers a trusted foundation for analytics and AI, empowering data teams and business leaders to make faster, more confident decisions.
What are the most important features of SAP Business Data Cloud?
What benefits or ROI should users look for in SAP Business Data Cloud?
SAP Business Data Cloud is a key component of SAP's vision for the autonomous enterprise. By unifying data connectivity, governance, semantic modeling, and analytics in a single cloud-native platform, SAP BDC eliminates fragmentation and complexity — serving as the connective tissue that ties your entire enterprise together and positioning organizations for long-term success in an AI-driven world.
Zoho Analytics provides a robust platform for data visualization and analysis, integrating seamlessly with Zoho applications and external APIs to facilitate efficient data management and reporting.
Zoho Analytics stands out with its intuitive web-based interface that simplifies creating graphs, pivot tables, and interactive dashboards. It empowers businesses with powerful AI features like Zia, supporting over 100 data connectors for comprehensive analytics. The platform enhances decision-making through predictive analysis and automation, promoting efficient teamwork and data management. While it excels in many areas, users note some limitations in data visualization and report customization, complexity in query language, and the need for better support and improved external data connectivity. Enhancements in these areas could further elevate its functionality and user satisfaction.
What features set Zoho Analytics apart?In financial, sales, and CRM analytics, Zoho Analytics is utilized for process improvement by consolidating data from sources like Zoho CRM, People, and SalesIQ. It aids organizations in forecasting, monitoring trends, optimizing operations, and analyzing HR data. Companies benefit from its ability to present real-time reports and visualizations, supporting informed business activities.
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