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SAP Business Technology Platform vs Tray.ai comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 16, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
6.4
SAP Cloud Platform offers substantial returns, especially for large enterprises, despite some variations in investment recovery and cost concerns.
Sentiment score
5.8
Tray.ai automates tasks, significantly reducing workload and engineering demands, with users showing ongoing value appreciation over 19 months.
Top management buy-in is crucial, and conducting an ROI analysis is essential before adoption to ensure the investment aligns with value.
COO at Data Core Systems
Orders are managed online, integrated with S/4HANA, reducing chances of fraud or communication errors in processes like purchase orders and sales.
Community Director at PeerSpot
In the last three to four years, whatever we have invested, we have received two to three times back from our investment.
Head of Department ERP at The Singareni Collieries Company Limited
I have seen a return on investment as the company has been renewing the product for the entire 19 months we have been using it, which indicates that trust is high and they likely see value and advantage in using the system.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
It has even eliminated a position on our team because that person was no longer needed once we started the automations.
Applications Analyst at a healthcare company with 1,001-5,000 employees
The ROI is clear, as it eliminates hundreds of engineer hours required to build and maintain custom integration connectors, while empowering client partners to manage complex data ingest self-sufficiently.
Dev Ops Engineer at a outsourcing company with 201-500 employees
 

Customer Service

Sentiment score
6.3
SAP Cloud Platform offers effective customer support with reliable assistance, though time zone communication and response times need improvement.
Sentiment score
4.3
Tray.ai's support is adequate, with ease of use reducing direct contact, complemented by positive feedback on newsletters and updates.
The availability of knowledgeable support to the implementation partners and the customers could be better.
COO at Data Core Systems
I rate the technical support as ten out of ten because there is often a need for continuous technical support.
Community Director at PeerSpot
Regarding support, whenever we are creating a ticket for any problem, we want the solution immediately at the earliest.
Head of Department ERP at The Singareni Collieries Company Limited
I have never used the customer support for Tray.io because the software is very easy to use and we never needed to contact support.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
 

Scalability Issues

Sentiment score
7.3
SAP Cloud Platform enables effective scaling, widely adopted across industries, though flexibility improvements are occasionally needed for higher demands.
Sentiment score
7.3
Tray.io excels in scaling and data management, though complexity arises as operations expand beyond small-scale uses.
On a scale of one to ten, I'd rate its scalability at nine and a half to ten.
COO at Data Core Systems
SAP Cloud Platform is most suitable for various business needs, allowing easy expansion.
Community Director at PeerSpot
We were able to deploy it from a small company within Tata with 200 people to what is now a multinational company with 92,000 people globally.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
Our company uses it for handling high-volume data ingestion and integration orchestration between our platform and external ad services.
Dev Ops Engineer at a outsourcing company with 201-500 employees
The benefits of it being no-code or low-code started to pale in comparison to the cost of making everything slightly more complicated.
Operations Analyst at a tech vendor with 51-200 employees
 

Stability Issues

Sentiment score
7.7
SAP Cloud Platform is stable and reliable, with rare issues primarily due to external factors like internet or server management.
Sentiment score
7.9
Tray.ai is stable and efficient but requires setup learning; memory can impact workflows if not managed properly.
If the databases are accurately managed, the solutions and processes are performed quickly and efficiently.
Community Director at PeerSpot
Earlier, we had individual applications, but now everything is migrated to SAP, and it's all on a single platform, making it easier for management to make timely decisions.
Head of Department ERP at The Singareni Collieries Company Limited
SAP Cloud Platform is pretty stable, although there are occasional rare glitches.
COO at Data Core Systems
In my experience, Tray.io is stable, as we have never experienced issues with it failing or being unavailable.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
The biggest issue we have with Tray.io is that it runs out of memory space and does not process all of our workflows.
Applications Analyst at a healthcare company with 1,001-5,000 employees
Tray.io is highly stable for daily scheduled production runs and event-driven webhooks, provided proper error handling, timeout management, and payload validation are built into the workflow steps.
Dev Ops Engineer at a outsourcing company with 201-500 employees
 

Room For Improvement

SAP Cloud Platform users face usability, integration, and pricing challenges, needing better support, customization, and documentation.
Tray.ai struggles with user accessibility, documentation, and pricing, limiting usability for non-technical teams and smaller organizations.
Allowing more third-party applications to be integrated into the cloud platform would make it easier for customers to adopt SAP Cloud Platform.
COO at Data Core Systems
SAP Cloud Platform should improve on integrating third-party applications with S/4HANA.
Community Director at PeerSpot
In 2024, we will have migrated to S/4HANA through RISE with SAP.
Head of Department ERP at The Singareni Collieries Company Limited
When an automation fails, it usually provides the JSON format, and if Tray.io could include a summary of what the actual error entails, that would be quite beneficial.
IT Engineer at a consumer goods company with 51-200 employees
I believe Tray.io can be improved by offering integration with Tableau, which is still not available.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
There is a steep learning curve in user accessibility; the builder is highly developer-centric, making it difficult for a non-technical team member to modify or troubleshoot workflows.
Automation Engineer at a educational organization with 11-50 employees
 

Setup Cost

SAP Cloud Platform's pricing varies by users and services, often higher than competitors, with flexible options for enterprises.
SAP is competitive compared to other enterprise solutions like Oracle, though not necessarily cheap.
COO at Data Core Systems
The cost for SAP Cloud Platform is high as the server is expensive.
Community Director at PeerSpot
Whatever we want to purchase, it is in lakhs of rupees or crores only.
Head of Department ERP at The Singareni Collieries Company Limited
No one has complained in the finance department, and it is very rare for Tata Motors to refrain from complaining about pricing.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
 

Valuable Features

SAP Cloud Platform offers scalable, secure integration, real-time processing, and flexible deployment, enhancing business management and decision-making capabilities.
Tray.io offers low-code automation with robust integrations, intuitive design, and advanced features to enhance workflow resilience and efficiency.
The main benefits of the SAP Cloud Platform for us are that earlier we had the primary data center at our place, but now we have shifted to the cloud.
Head of Department ERP at The Singareni Collieries Company Limited
It converts CapEx into OPEX due to its SaaS model.
COO at Data Core Systems
The most proficient feature of SAP Cloud Platform is integration for data services linked with Fiori apps.
Community Director at PeerSpot
The connector SDK is also very nice; it has a large library of pre-built connectors that can connect a lot of proprietary internal tools directly into Tray.io, allowing the developer to build, test, and deploy custom connectors using Node.js and integrate the data directly into Tray.io.
Automation Engineer at a educational organization with 11-50 employees
The best features Tray.io offers include the visual workflow builder and HTTP client blocks that enable rapid prototyping and deployment of complex API interactions, including raw HTTP requests, data mappers, and dynamic token generation.
Dev Ops Engineer at a outsourcing company with 201-500 employees
The logging and debugging features in Tray.io have helped us considerably, especially when dealing with APIs that return errors sometimes.
Operations Analyst at a tech vendor with 51-200 employees
 

Categories and Ranking

SAP Business Technology Pla...
Ranking in Integration Platform as a Service (iPaaS)
12th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
48
Ranking in other categories
PaaS Clouds (11th), IoT Platforms (2nd)
Tray.ai
Ranking in Integration Platform as a Service (iPaaS)
14th
Average Rating
7.2
Reviews Sentiment
5.4
Number of Reviews
7
Ranking in other categories
Process Automation (17th), Cloud Data Integration (18th), Low-Code Development Platforms (20th)
 

Mindshare comparison

As of November 2026, in the Integration Platform as a Service (iPaaS) category, the mindshare of SAP Business Technology Platform is 3.3%, down from 5.3% compared to the previous year. The mindshare of Tray.ai is 2.3%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Integration Platform as a Service (iPaaS) Mindshare Distribution
ProductMindshare (%)
SAP Business Technology Platform3.3%
Tray.ai2.3%
Other94.4%
Integration Platform as a Service (iPaaS)
 

Featured Reviews

Frederic Hautecoeur - PeerSpot reviewer
Senior System Integrations Architect at bs-team
Event-based data exchange has improved integrations but analytics and support remain weak
SAP Cloud Platform is a strong part of their offering. They are very poor in the analytics area. You do not have much available. If you want to have analytics, you have to do everything yourself. Everything is very expensive, so it is not helping with the infrastructure costs. There is a lot of latency and glitches. The support is very difficult and not really helpful. The fact is you are completely losing control of the infrastructure. If something bad happens, there is nothing you can really do. You have to ask the support and the support will answer when they want or when they can.
Amrit Dash - PeerSpot reviewer
Automation Engineer at a educational organization with 11-50 employees
Automated student enrollments have reduced manual work and now free our team for higher-value support
Tray.io is definitely a highly powerful tool, but there are three main areas that I feel could be improved. There is a steep learning curve in user accessibility; the builder is highly developer-centric, making it difficult for a non-technical team member to modify or troubleshoot workflows. Introducing a more intuitive visual interface similar to what we have in make.com right now would make the platform much more collaborative and easier to work with for any non-technical folks or newly onboarded engineers, allowing them to be briefed faster. Visual debugging is another area where troubleshooting complex nested loops can feel very abstract. Having clearer, more visual step-by-step data tracking during test runs would speed up the development and testing process. The pricing model is geared heavily towards enterprise budgets; offering more flexible mid-market pricing tiers would make it more accessible for a growing organization that wants a small start and scale up gradually. The core platform security is highly robust and easily meets our requirements for SOC 2 and GDPR compliance. However, when utilizing their AI features such as Merlin AI with sensitive student data, we maintain a very cautious approach. While Tray.io provides enterprise-grade governance guardrails and data masking capabilities, our internal compliance policies prevent us from passing any personally identifiable student information directly through AI-driven processors. We trust Tray.io's underlying infrastructure security, but we believe organizations must still enforce strict data filtering protocols on their end to ensure student privacy is maintained. During our evaluation, we tested the AI capabilities in a sandbox environment, primarily using it to generate workflow drafts and natural language prompts from web data schemas. Strength-wise, it is highly capable when it comes to translating simple text descriptions into functional workflow templates. It serves as a great accelerator, helping to map standard files quickly and reducing the initial setup time for basic integrations. For issues, in the case of highly custom APIs or deeply nested data structures, accuracy declines. We noticed occasional misinterpretation of complex schemas, meaning our developers still had to manually review and correct the outputs. It is a highly helpful productivity booster but still requires human oversight for enterprise-grade reliability.
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Top Industries

By visitors reading reviews
Manufacturing Company
12%
Outsourcing Company
11%
Construction Company
7%
Comms Service Provider
7%
Comms Service Provider
14%
Construction Company
11%
Outsourcing Company
11%
Healthcare Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise8
Large Enterprise27
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise4
 

Questions from the Community

Which is better - SAP Cloud Platform or Microsoft Azure?
One of the best features of SAP Cloud Platform is that it is web-based and you can log in from anywhere in the world. SAP Cloud Platform is suitable for companies of any size; it works well with bo...
How is SAP Cloud Platform different than Amazon AWS?
How is SAP Cloud Platform different than Amazon AWS? Amazon AWS offers options both in terms of upgrading and expanding capabilities as well as acquiring greater storage space. These upgrades can ...
What is your experience regarding pricing and costs for SAP Cloud Platform?
The pricing is not suitable for small or medium organizations. Price and features are concerns.
What needs improvement with Tray.io?
Native rate limit and auto-retry handling can be improved, as when hitting 429 errors or too many requests errors during high-volume API loops, Tray.io lacks native configured backoff and retry log...
What is your primary use case for Tray.io?
Tray.io serves as the core iPaaS orchestration and data ingestion engine between our primary system and numerous external platforms such as ad servers like GAM, FreeWheel, Flitepath, Facebook, ERPs...
What advice do you have for others considering Tray.io?
My advice for others looking into using Tray.io is to modularize earlier. I recommend not building massive monolithic workflows, but rather creating single-purpose callable workflows and triggering...
 

Also Known As

SAP HANA Cloud Platform for the Internet of Things, SAP Cloud Platform
No data available
 

Overview

 

Sample Customers

Medtronic, Cirque du Soleil, Antarc, B&G Manufacturing, EarlySense, eBay, Ferrero, James Austin Company, Lenovo, Sagem, RAK Ceramics, Vodafone
Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach
Find out what your peers are saying about SAP Business Technology Platform vs. Tray.ai and other solutions. Updated: September 2026.
921,523 professionals have used our research since 2012.