Pipefy vs Tray.ai comparison

Why PeerSpot?

Pipefy and Tray.ai are both solutions in the Process Automation category. Pipefy is ranked #8 with an average rating of 8.4, while Tray.ai is ranked #17 with an average rating of 7.3. Pipefy holds a 0.5% mindshare in PA, compared to Tray.ai’s 1.1% mindshare. Additionally, 96% of Pipefy users are willing to recommend the solution, compared to 85% of Tray.ai users who would recommend it.

Pipefy

Read 24 Pipefy reviews

1,409 Views
888 Comparison Views

96% willing to recommend

Tray.ai

Read 7 Tray.ai reviews

4,221 Views
1,182 Comparison Views

85% willing to recommend

Pipefy

Tray.ai

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Oct 16, 2026

Tray.ai and Pipefy are competing automation solutions in the business process management landscape. Tray.ai offers superior flexibility and integration capabilities, appealing to those needing complex automation solutions. However, Pipefy's structured workflows and user-friendly interface give it a distinct edge for companies seeking straightforward process management.

Features: Tray.ai provides extensive integration options and powerful customization tools, making it ideal for complex automation and data-heavy tasks. It shines with features like data helpers for handling large datasets, comprehensive error handling for secure workflows, and a dynamic connector SDK for seamless custom integrations. Pipefy, meanwhile, emphasizes structured workflows, an intuitive interface, and diverse automation options, perfect for non-technical users. Its integration capabilities enhance process efficiency, as does its Kanban-like workflow management, making it highly accessible for varied organizational needs.

Room for Improvement: Tray.ai could enhance its usability with a more beginner-friendly deployment model and deeper customer support options during setup. There's also an opportunity to provide better native data visualization tools. Pipefy might benefit from expanding its customization capabilities and providing more advanced integration features for tech-savvy users. Improving its speed when handling high data volumes could further optimize performance.

Ease of Deployment and Customer Service: Tray.ai's deployment process requires a steeper learning curve, posing a challenge for new users. While its comprehensive support resources are beneficial, they may not suffice for quick-start deployments. Pipefy offers an easier setup process, supported by responsive and helpful customer service. This simplicity facilitates faster onboarding, especially valuable for businesses seeking minimal implementation delays.

Pricing and ROI: Tray.ai offers competitive pricing with its flexible modular offerings, focusing on those prioritizing custom integrations, which can result in significant value over time. Pipefy's pricing structure is justified by its comprehensive workflow features that tend to deliver quicker, more visible ROI through its intuitive setup and usage. This potential for faster return on investment advantages businesses intent on achieving cost efficiencies rapidly.

To learn more, read our detailed Pipefy vs. Tray.ai Report (Updated: November 2026).

Buyer's Guide

Pipefy vs. Tray.ai

November 2026

Download the complete report

Helped 921,523 peers since 2012

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

5.5

Pipefy boosts team efficiency through automation, reducing manual tasks, saving time and money, and optimizing workflows in the commercial sector.

Sentiment score

5.8

Tray.ai automates tasks, significantly reducing workload and engineering demands, with users showing ongoing value appreciation over 19 months.

With the entire service being constantly evaluated and with us having a trace of all this operational side, we are able to measure the quality of the service, how much each of the employees worked.

Matheus-Santana

Head de Operações

In terms of money and time saved, Pipefy is a great time saver overall, reflecting in analysts handling additional projects beyond ticket management.

reviewer2837385

Finance Analyst at a media company with 5,001-10,000 employees

The Kanban model makes it very technological, leading to increased productivity compared to something done manually, such as sending quotations by email.

reviewer2895615

Analista de Compras Junior at a tech vendor with 10,001+ employees

For more quotes and insights, download the Pipefy report

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.

Samuele Sois

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.

reviewer2865237

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.

Melina Souza

Dev Ops Engineer at a outsourcing company with 201-500 employees

For more quotes and insights, download the Tray.ai report

Customer Service

Sentiment score

4.7

Pipefy's customer service is efficient and responsive, though some users face delays and prefer easier contact options.

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.

I would rate customer support on a scale from one to ten as ten.

Heloisamuniz Muniz De Souza

Analista de Negócios at a outsourcing company with 1,001-5,000 employees

Whenever I needed support, and there were many times I needed it, they were extremely attentive and quick in their service.

Tamires dos Santos Andrade

PMO Manager at a financial services firm with 10,001+ employees

This is cumbersome, and I find direct customer service with Pipefy to be lacking.

reviewer2837385

Finance Analyst at a media company with 5,001-10,000 employees

For more quotes and insights, download the Pipefy report

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.

Samuele Sois

Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees

For more quotes and insights, download the Tray.ai report

Scalability Issues

Sentiment score

5.9

Pipefy excels in scalability, handling growth efficiently and reliably, while offering user-friendly customization to improve processes for all sizes.

Sentiment score

7.3

Tray.io excels in scaling and data management, though complexity arises as operations expand beyond small-scale uses.

Pipefy's scalability handles the volume of requests very well, and when new demands arise, it does not freeze or lag.

reviewer2895615

Analista de Compras Junior at a tech vendor with 10,001+ employees

It is a proportional increase in output without a proportional increase in headcount.

Isabela Bezerra

Field Office Coordinator at a manufacturing company with 10,001+ employees

Since we can track the whole process, its scalability is very good because we can analyze the entire macro.

Matheus-Santana

Head de Operações

For more quotes and insights, download the Pipefy report

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.

Samuele Sois

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.

Melina Souza

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.

reviewer2808870

Operations Analyst at a tech vendor with 51-200 employees

For more quotes and insights, download the Tray.ai report

Stability Issues

Sentiment score

7.8

Pipefy is generally stable and reliable, with occasional downtime and good security, making it a dependable choice.

Sentiment score

7.9

Tray.ai is stable and efficient but requires setup learning; memory can impact workflows if not managed properly.

I don't remember any moment when something had an error or when something froze my operation.

reviewer2902692

Unknown at a tech vendor with 11-50 employees

They always notify about any maintenance and also inform what the progress is when there is a problem.

Tamires dos Santos Andrade

PMO Manager at a financial services firm with 10,001+ employees

I would rate its stability at approximately 80 percent reliability with 20 percent downtime.

Giulio Mathias

Analista de monitoramento at a financial services firm with 11-50 employees

For more quotes and insights, download the Pipefy report

In my experience, Tray.io is stable, as we have never experienced issues with it failing or being unavailable.

Samuele Sois

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.

reviewer2865237

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.

Melina Souza

Dev Ops Engineer at a outsourcing company with 201-500 employees

For more quotes and insights, download the Tray.ai report

Room For Improvement

Pipefy needs better support, pricing flexibility, enhanced integrations, improved mobile app, and refined workflows for user satisfaction.

Tray.ai struggles with user accessibility, documentation, and pricing, limiting usability for non-technical teams and smaller organizations.

I believe this part could be improved because this kind of error should not happen while someone is using Pipefy.

reviewer2895615

Analista de Compras Junior at a tech vendor with 10,001+ employees

Sometimes the person who is buying this platform is not going to use all these functions. So there could be smaller, intermediate plans so you can use Pipefy up to a specific point, and then you would have lower costs.

Matheus-Santana

Head de Operações

Pipefy should alert users when they are creating conflicting rules.

Hmuniz Muniz De Souza

business analyst at a outsourcing company with 1,001-5,000 employees

For more quotes and insights, download the Pipefy report

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.

reviewer2754390

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.

Samuele Sois

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.

Amrit Dash

Automation Engineer at a educational organization with 11-50 employees

For more quotes and insights, download the Tray.ai report

Setup Cost

Enterprise buyers consider Pipefy's pricing high yet favorable, appreciating its value, comprehensive packages, and competitive billing system.

My experience with pricing, setup cost, and licensing has been cost-effective.

Patel Dhulva

Software Firmware Engineer at Kohler Company

My experience with pricing, setup costs, and licensing is that it was expensive.

Matheus-Santana

Head de Operações

I also didn't have access to the prices, but I know that we had several users and, given what the platform delivers, it was a fair price.

Heloisamuniz Muniz De Souza

Analista de Negócios at a outsourcing company with 1,001-5,000 employees

For more quotes and insights, download the Pipefy report

No one has complained in the finance department, and it is very rare for Tata Motors to refrain from complaining about pricing.

Samuele Sois

Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees

For more quotes and insights, download the Tray.ai report

Valuable Features

Pipefy enhances productivity and workflow visibility with automation, AI optimization, intuitive interface, and low-code flexibility for easy customization.

Tray.io offers low-code automation with robust integrations, intuitive design, and advanced features to enhance workflow resilience and efficiency.

A specific outcome since using Pipefy is that we have reduced lead time significantly.

Murilo Mazzuco Lolli

Lean 6 Sigma Consultant at a energy/utilities company with 201-500 employees

In my opinion, some of the best features Pipefy offers are workflow customizations with low-code configuration, automation of repetitive tasks and approvals, an easy-to-use and intuitive interface, visibility and tracking across teams and processes, integration capabilities with other tools, centralized process management, notifications, and SLA tracking.

Andre Soares

Sre at Atlas Technologies

Pipefy has had a positive impact on my organization by helping the collections team convert invoices that were overdue into paid invoices and, consequently, cash for the company.

Gustavo Pilar

Software Developer at a legal firm with 1-10 employees

For more quotes and insights, download the Pipefy report

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.

Amrit Dash

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.

Melina Souza

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.

reviewer2808870

Operations Analyst at a tech vendor with 51-200 employees

For more quotes and insights, download the Tray.ai report

Categories and Ranking

Pipefy

Ranking in Process Automation

8th

Average Rating

8.4

Reviews Sentiment

5.3

Number of Reviews

Ranking in other categories

Agentic Automation (7th), AI Agent Builders (10th)

Tray.ai

Ranking in Process Automation

17th

Average Rating

7.2

Reviews Sentiment

5.4

Number of Reviews

Ranking in other categories

Cloud Data Integration (18th), Low-Code Development Platforms (20th), Integration Platform as a Service (iPaaS) (14th)

Mindshare comparison

As of November 2026, in the Process Automation category, the mindshare of Pipefy is 0.5%, up from 0.2% compared to the previous year. The mindshare of Tray.ai is 1.1%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Process Automation Mindshare Distribution
Product	Mindshare (%)
Pipefy	0.5%
Tray.ai	1.1%
Other	98.4%

Process Automation

Featured Reviews

Tamires dos Santos Andrade

PMO Manager at a financial services firm with 10,001+ employees

Workflow automation has transformed portfolio control and centralizes cross‑department requests

Something I would like to see improved in Pipefy is the dashboards. They are good, but they are a little limited. This point is important, and I would also like to see a bit more clarity in the use of AI tokens. Pipefy already offers connection and artificial intelligence tools that help you with your forms and make the process much more intuitive, but it is still a bit obscure regarding consumption, how that consumption occurs, and how to build this in a way that is relatively economical. Another important thing is related to cost. Pipefy's license cost is a high cost compared to other players in the market, but so far it has been worth it. Another thing I would suggest is if they had a white-label option where we could put a bit more of the company's identity. Pipefy already is white label, but the customization options are a little more limited. Turning that into a more attractive page would be nice for some companies so that we can incorporate it into our portals.

Read full review

Amrit Dash

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.

Read full review

See which vendors are best for you

Use our free recommendation engine to learn which Process Automation solutions are best for your needs.

See recommendations

921,523 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Manufacturing Company

20%

Outsourcing Company

16%

Construction Company

14%

Financial Services Firm

11%

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 Size	Count
Small Business	12
Midsize Enterprise	1
Large Enterprise	13

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	1
Large Enterprise	4

Questions from the Community

What needs improvement with Pipefy?

See all answers

What is your primary use case for Pipefy?

My main use case for Pipefy is managing my project portfolio, and I have also used it for other functionalities, mainly in the treasury area for receiving invoices and for tracking requests. I have...

See all answers

What advice do you have for others considering Pipefy?

On a scale from one to ten, I rate Pipefy a nine. I think it is a very complete tool and very easy to use, which is why I give it a nine rather than a ten. It does not require great instruction, so...

See all answers

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...

See all answers

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...

See all answers

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...

See all answers

Comparisons

ServiceNow Orchestration vs Pipefy

Compared 23% of the time

Camunda vs Pipefy

Compared 22% of the time

Bonita BPM vs Pipefy

Compared 11% of the time

Microsoft Power Automate vs Pipefy

Compared 11% of the time

Temporal vs Pipefy

Compared 9% of the time

More Pipefy Competitors

Zapier vs Tray.ai

Compared 9% of the time

SnapLogic vs Tray.ai

Compared 7% of the time

Workato vs Tray.ai

Compared 7% of the time

MuleSoft Anypoint Platform vs Tray.ai

Compared 7% of the time

Celigo Integration Platform vs Tray.ai

Compared 6% of the time

More Tray.ai Competitors

Product Reports

Buyer's Guide

Pipefy

October 2026

Download Pipefy product report

Buyer's Guide

Tray.ai

October 2026

Download Tray.ai product report

Overview

Pipefy is a powerful workflow management tool that streamlines and automates processes. It effectively manages tasks, projects, and approvals, while offering flexibility and customization options.

With its user-friendly interface, customizable workflows, and automation capabilities, Pipefy saves time and improves collaboration. Integration options with other tools further enhance data management and collaboration.

Pipefy

Tray.io is an advanced integration platform that allows seamless connectivity between applications, designed to automate workflows and streamline business processes.

Tray.io provides an extensive library of pre-built connectors and powerful automation tools, making it easy for businesses to boost efficiency. Its drag-and-drop workflow builder enables integration without code, catering to both technical and non-technical users. Being highly customizable and scalable, Tray.io helps companies adapt quickly to changing requirements, ensuring smooth operations and effective data management.

What are the key features of Tray.io?

Visual Workflow Builder: Offers an intuitive drag-and-drop interface for easy workflow creation.
Pre-built Connectors: Extensive library allowing quick integration with popular apps and services.
Customizable Logic: Lets users define conditions and logic that fit their business needs.
Scalability: Supports growing volumes and complex automations smoothly.
Error Handling: Efficiently detects and manages errors within workflows.

What benefits should users look for in reviews?

Improved Efficiency: Automates routine tasks, freeing up resources for strategic activities.
Cost-effectiveness: Reduces operational costs through smart automation.
Flexibility: Adapts to business-specific processes and changes in scale.
Reduced Development Time: Saves time with no-code integrations and pre-built connectors.

Tray.io is utilized across diverse industries such as e-commerce, where it integrates order management systems to provide seamless customer experiences. In marketing, it connects CRM platforms to enhance lead nurturing. In finance, it streamlines data flow between accounting software, improving financial reporting accuracy.

Tray.ai

Sample Customers

1. Accenture 2. Coca-Cola 3. Santander 4. IBM 5. Unilever 6. Siemens 7. Johnson & Johnson 8. Deloitte 9. PwC 10. Nestle 11. General Electric 12. Microsoft 13. Oracle 14. Amazon 15. Facebook 16. Google 17. Apple 18. Uber 19. Airbnb 20. Netflix 21. Adobe 22. Salesforce 23. Cisco 24. Intel 25. HP 26. Samsung 27. Sony 28. Toyota 29. Volkswagen 30. BMW 31. Mercedes-Benz 32. Audi

Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach

Buyer's Guide

Pipefy vs. Tray.ai

November 2026

Free Report: Pipefy vs. Tray.ai

Find out what your peers are saying about Pipefy vs. Tray.ai and other solutions. Updated: November 2026.

DOWNLOAD NOW

921,523 professionals have used our research since 2012.

See our Pipefy vs. Tray.ai report.

See our list of best Process Automation vendors.

We monitor all Process Automation reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.