# ServiceNow Workflow Data Fabric Reviews **Vendor:** ServiceNow **Category:** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms) **Average Rating:** 4.3/5.0 **Total Reviews:** 138 ## About ServiceNow Workflow Data Fabric Workflow Data Fabric is the AI‑ready data foundation of the ServiceNow AI Platform. It connects to any data—structured, unstructured, and streaming—contextualizes it with business meaning and governance, and controls it with lineage and policies so employees and AI agents can confidently act on real‑time information to prevent disruptions, resolve requests faster, and optimize operations—all on one platform. How Workflow Data Fabric turns data into instant action Connect Unify data from systems like Salesforce, SAP, Workday, data lakes, and event streams in real time without duplication or fragile point‑to‑point integrations. With Zero Copy Connectors, Stream Connect, External Content Connectors, and Integration Hub, WDF simplifies architecture and cuts integration cost and time. Contextualize Give data business meaning and make it trustworthy with an active Data Catalog, embedded governance, and lineage. Use Knowledge Graph to map relationships (e.g., customers, assets, orders) so AI agents and workflows understand context and make accurate decisions in the flow of work. Control Apply policies, permissions, and compliance guards across connected sources so the right people and AI agents access the right data, at the right time, with full auditability and traceability—no more shadow copies or opaque pipelines. ## ServiceNow Workflow Data Fabric Pros & Cons **What users like:** - Users appreciate the **ease of use** of ServiceNow Workflow Data Fabric, benefiting from its intuitive setup and accessibility. (37 reviews) - Users value the **seamless integrations** of ServiceNow Workflow Data Fabric, enhancing coordination and efficiency across departments. (34 reviews) - Users value the **automation capabilities** of ServiceNow Workflow Data Fabric for enhancing workflows and providing actionable insights. (30 reviews) - Users appreciate the **efficiency improvement** from ServiceNow Workflow Data Fabric, enhancing data access and reducing manual tasks. (26 reviews) - Users appreciate the **data consolidation** of ServiceNow Workflow Data Fabric, enhancing accessibility and streamlining workflows effectively. (25 reviews) - Users appreciate the **easy integrations** of ServiceNow Workflow Data Fabric, seamlessly connecting diverse data sources for streamlined workflows. (23 reviews) - Workflow Management (22 reviews) - Connectivity (18 reviews) - Efficiency (18 reviews) - Features (16 reviews) **What users dislike:** - Users note the **complex setup** of ServiceNow Workflow Data Fabric, necessitating technical expertise for effective implementation. (23 reviews) - Users find the **difficult setup** and steep learning curve hinder adoption and complicate their experience with ServiceNow Workflow Data Fabric. (17 reviews) - Users note that the platform can be **expensive** , especially for smaller organizations needing advanced features and capabilities. (15 reviews) - Users experience **slow performance** during data synchronization and workflow setup, hindering efficiency and user experience. (14 reviews) - Users find the **complexity** of ServiceNow Workflow Data Fabric challenging, especially for newcomers without strong data governance. (13 reviews) - Users find the **difficult learning curve** hinders onboarding, making it challenging for new users to adapt quickly. (13 reviews) - Users face significant **complexity issues** during integration, resulting in lengthy onboarding and data management challenges. (11 reviews) - Users find the **integration issues** with third-party applications complicated, affecting the setup and overall functionality. (11 reviews) - Learning Curve (10 reviews) - User Interface Issues (9 reviews) ## ServiceNow Workflow Data Fabric Reviews ### 1. Zero-Copy, Real-Time Intelligence with ServiceNow Workflow Data Fabric **Rating:** 4.5/5.0 stars **Reviewed by:** Younesse H. | Credit Risk & Control Analyst – Benelux, Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I really love how it connects data from all our different enterprise systems without making us duplicate everything. The zero-copy approach is a game-changer , it gives me real-time, trustworthy data straight inside our workflows. That’s sped up our decision-making a lot and made integrations way less painful. On top of that, it adds proper governance and business context, so the data is actually usable right away for automation and AI driven processes.” **What do you dislike about ServiceNow Workflow Data Fabric?** That said, unlocking its full value isn’t always straightforward. It really depends on having solid data maturity and getting the configuration right. The initial setup, aligning governance, and figuring out how to properly model your data can be pretty complex especially if your team is new to ServiceNow integrations. There’s also a noticeable learning curve for non-technical users to fully grasp how the data is contextualized across different systems. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It genuinely solves the big problem of fragmented enterprise data being scattered across so many different tools and platforms. By giving you a unified, real-time view of data directly inside your workflows, it removes the need for manual data hunting and cuts down on errors from outdated information. For me, this has sped up process execution significantly, improved overall data reliability, and made it possible to build much smarter automation across IT, finance, and operational workflows. ### 2. Keeps ServiceNow Workflows in Sync with Current, Unified Data **Rating:** 4.5/5.0 stars **Reviewed by:** Youssef N. | FP&A - Consulting | Supervising Associate, Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how it brings data together without making things overly complicated. I can access information from different systems directly in ServiceNow workflows without worrying about duplicated or outdated data. It saves time, reduces back‑and‑forth between tools, and makes day‑to‑day work smoother because the data I see is current and relevant. **What do you dislike about ServiceNow Workflow Data Fabric?** Sometimes it can feel complex at first, especially if you’re not very technical. Understanding how data is connected, governed, and used in workflows takes time, and the initial setup can be a bit heavy. Without proper guidance or documentation, it’s not always obvious how to get the most value out of it quickly. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** For me it solves the issue of data being spread across too many systems that don’t talk to each other well. Instead of manually checking multiple tools or relying on exports, I get a more complete view directly in ServiceNow. This helps me work faster, reduces errors, and makes processes more efficient because decisions are based on real‑time, consistent data. ### 3. ServiceNow Workflow Data Fabric connects data **Rating:** 5.0/5.0 stars **Reviewed by:** Swarnim S. | TPM, Small-Business (50 or fewer emp.) **Reviewed Date:** June 04, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** As a Technical Product Manager working across AI and enterprise platforms, one of the toughest challenges I face is fragmented data trapped in silos while the workflows that depend on it live somewhere else entirely. Workflow Data Fabric helps bridge that gap by unifying data access directly within the ServiceNow platform, so teams can act on the right information without constantly switching contexts or waiting for integrations to catch up. **What do you dislike about ServiceNow Workflow Data Fabric?** One limitation worth noting is that the initial configuration in complex, multi-source environments can require significant setup time and the involvement of experienced platform administrators. The learning curve is definitely real for teams that don’t have dedicated ServiceNow expertise, and it may take some time to get everything configured and running smoothly. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** What I find most valuable is being able to surface real-time data from external systems directly within our workflows. This cuts down on the manual handoffs that slow operations and makes automation feel genuinely more reliable, because it’s working with current information rather than stale snapshots. ### 4. Deep Insights for Process Improvement and Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Aaron H. | Senior Systems Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how ServiceNow Workflow Data Fabric allows for a deeper dive to understand where processes might be failing and how they can be improved. This capability is great for reporting to teams or the C-suite to enhance the customer experience. It helps us move past just looking at timelines of tickets to really understand why a ticket is moving between support teams and what information could be useful for the customer from the start, avoiding unnecessary back-and-forth. Also, it was very easy to get the product installed and set up our first project. **What do you dislike about ServiceNow Workflow Data Fabric?** I could use examples of what breakouts are best for certain scenarios and it would be nice if the product shipped with a few improvements already installed as examples. If not preloaded in the product, at least a document on the Success website for building out improvements such as MTTR, Customer Satisfaction, etc. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric for continuous improvement by identifying roadblocks and automating processes. It helps us understand process failures and informs the team to enhance customer experience by minimizing back-and-forth with support and improving form responses. ### 5. Simplifying Data Modelling and Integration with ServiceNow Workflow Data Fabric **Rating:** 4.0/5.0 stars **Reviewed by:** Dhiraj B. | Associate Cloud Consultant, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** April 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** ServiceNow Workflow Data Fabric is a reliable and easy-to-use tool for data modeling and data integration. The platform also connects well with other systems, so it becomes easier to build and manage workflows. It also supports automation and real-time data updates, which is another good thing about the tool. **What do you dislike about ServiceNow Workflow Data Fabric?** Sometimes, performance can slow down when working with large amounts of data or complex workflows. Overall, the platform is powerful; improving ease of use and learning support would make it even better. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It simplifies data integration and workflow automation, reducing manual effort and saving time. For me, it has helped me to improve productivity by making data more accessible and workflows easier to manage, allowing me to focus more on important tasks instead of handling data manually. ### 6. Unifies Real-Time Data Across the Organization for Faster Decisions **Rating:** 5.0/5.0 stars **Reviewed by:** basant d. | Cloud Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 03, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** The most helpful is it's ability to unify and operationalize data across organisation in real time.It provides single layer with connected data that easily helps in decision making. Upsides are connecting multiple data sources into one platform for workflows and AI, faster integration with minimal efforts, real time data access etc. **What do you dislike about ServiceNow Workflow Data Fabric?** UI for non technical users are slightly difficult to understand. Pricing is also challenging for small organisations. Advanced capabilities are present in only high tier packages which costs more. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** Earlier we used ADF+ databricks to load data from multiple sources. ServiceNow workflow data fabric is solving multi data sources integration easily without any heavy ETL configuration. Prebuilt connectors and features like zero data access makes easy to use data in real time without any complexity. ### 7. Streamlined Workflows with Great Alert Management **Rating:** 5.0/5.0 stars **Reviewed by:** kristen j. | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I use ServiceNow Workflow Data Fabric to help analyze and create new request forms and flows in our space. It provides visibility when creating workflows and figuring out how to better service our stakeholders. I also find it useful for updating or changing workflows based on data we've received and feedback. I like the notifications and alert management features, as they allow us to best place notifications and create workflows that trigger at the right time for the right people. Plus, the initial setup was pretty seamless, which I appreciated. **What do you dislike about ServiceNow Workflow Data Fabric?** The learning curve at first was a bit for me personally but once I began using it, it was easy. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric helps analyze requests, offers visibility for stakeholder servicing, aids in updating workflows with feedback, and optimizes notifications and alerts to ensure the right people are triggered. ### 8. Effortless Standardization, Exceptional Results **Rating:** 5.0/5.0 stars **Reviewed by:** Bernie K. | Manager, Service Operations, Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I love seeing the results with ServiceNow Workflow, especially how it reduces the overhead from about 10 hours a week to just 10 minutes per week for problem coordinators. It's very easy and straightforward to use, which means I can have more people developing and achieve faster time to solutions. The initial setup was the easiest. **What do you dislike about ServiceNow Workflow Data Fabric?** Honestly at this point it is more getting us to learn all the features. There are so many ways to build something; it is a question of how we learn, get experience and incorporate that back in. Maybe a training that uses AI to test knowledge and create a 'next skills' tailored to a particular person? **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow to standardize processes and reduce overhead, saving about 10 hours weekly for problem coordinators. It's easily used by citizen developers, leading to faster solutions. ### 9. Mixed **Rating:** 2.5/5.0 stars **Reviewed by:** Ryan M. **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What stands out most about ServiceNow Workflow Data Fabric is its ability to connect and unify data across multiple systems in real time without heavy duplication or complex integrations. It makes it easier to access trusted data within workflows, which improves automation accuracy and decision-making. **What do you dislike about ServiceNow Workflow Data Fabric?** One drawback is that it can be complex to design and govern properly, especially in large environments with many data sources. It also requires strong data management practices to ensure consistency and performance at scale. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric helps solve the problem of fragmented data spread across multiple systems by unifying it into a single, accessible layer for workflows. This reduces the need for heavy data replication and complex integrations. The benefit is more accurate, real-time data available in processes, which improves automation, speeds up decision-making, and reduces operational complexity. ### 10. ServiceNow Workflow Data Fabric Unifies Real-Time Data for Smarter, Secure Workflows **Rating:** 5.0/5.0 stars **Reviewed by:** Dhanyashree M. | App development Associate, Enterprise (> 1000 emp.) **Reviewed Date:** April 04, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What I like best about the ServiceNow Workflow Data Fabric is its ability to unify data from multiple systems into a single, real-time layer without heavy data movement. It enables smarter, context-aware workflows, reduces silos, and helps organizations make faster, data-driven decisions while maintaining strong governance and security. **What do you dislike about ServiceNow Workflow Data Fabric?** One drawback of ServiceNow Workflow Data Fabric is that it can be complex to implement and requires a good understanding of data architecture and integrations. Initial setup, mapping, and governance policies can take time, especially in large enterprises with many legacy systems. Additionally, performance may depend on external system responsiveness, and licensing or scaling costs can become high as usage grows. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric solves the problem of fragmented data across multiple systems by creating a unified, real-time data layer without heavy duplication. It eliminates the need for complex integrations and manual data handling, reducing errors and delays. This benefits me by providing a single, reliable view of information within workflows, enabling faster decision-making, improved efficiency, and smoother automation across different business processes. ### 11. ServiceNow Workflow Data Fabric: A Unified Approach to Enterprise Data and Automation **Rating:** 5.0/5.0 stars **Reviewed by:** karthik C. | PPM consultant, Enterprise (> 1000 emp.) **Reviewed Date:** April 02, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how ServiceNow Workflow Data Fabric removes the biggest bottleneck in automation by dealing with disconnected data effectively. I appreciate the unified data approach that doesn't require heavy integration work and offers real-time data access for workflows. I love how it shifts the mindset from 'integration-first' to 'workflow-first' and decouples data from systems. It significantly reduces long-term technical debt and enables true end-to-end automation. ServiceNow Workflow Data Fabric is a strong enabler for AI, which is often underrated, and it improves the experience for developers and admins. The best thing is how it delivers visible business value quickly. **What do you dislike about ServiceNow Workflow Data Fabric?** The initial setup was moderately complex and wasn't plug-and-play. We had to define data models, integrations, and governance upfront, which was a bit challenging. There's also complexity in initial setup that could benefit from more guided setup, templates, or low-code onboarding flows. Troubleshooting becomes tricky when data flows across multiple systems. I think there should be better fallback mechanisms or offline data handling, more intuitive governance dashboards and policy automation, and better visualization of data flows and business impact. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric integrates with our Workday HR system to automate workflows, resolves disconnected data issues, and offers unified data without heavy integration. It shifts focus from integration to workflows, reducing technical debt, improving developer experience, and quickly delivering visible business value. ### 12. Transforms Data Management, But Demands Keen Setup **Rating:** 4.0/5.0 stars **Reviewed by:** Neeraj J. | Digital Project Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 31, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I love that ServiceNow Workflow Data Fabric has made managing data across different sites so much easier by enabling us to pull real-time data directly into our workflows without needing to build complicated and fragile connections. I appreciate how it has cleared our technical backlog and significantly accelerated our AI tool rollouts. What I like most is the speed of deployment, as we no longer spend weeks or months building custom integrations for each project. It works especially well in feeding our AI and GenAI initiatives, turning AI insights into actual results and allowing our AI to initiate workflows automatically by being securely connected to our live data. We've also seen great results integrating it with Microsoft 365 and Teams to automate our communication loops. **What do you dislike about ServiceNow Workflow Data Fabric?** The results are great, but the setup and learning curve are quite steep. It’s not a 'plug-and-play' tool. You really need a dedicated team that understands both your old data systems and ServiceNow to get it working correctly. It takes a lot of careful planning at the start. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I manage data across sites with ease, getting real-time data without complex connections. It reduces manual data entry errors, speeds AI deployment, and automates workflows effectively. ### 13. Unifies Data, Automates Workflows, But Complex Setup **Rating:** 4.0/5.0 stars **Reviewed by:** ADITYA K. | DWS Trainee, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like that ServiceNow Workflow Data Fabric provides a unified and real-time view of data across multiple systems, making it much easier to access accurate and up-to-date information without switching between different tools. This improves visibility and allows for faster, more informed decision-making in day-to-day IT operations. I appreciate how it enables automation, with real-time data allowing workflows to trigger actions instantly such as incident creation, compliance checks, and remediation tasks. This reduces manual effort and speeds up issue resolution. Overall, it simplifies complex integrations, improves efficiency, and makes workflows more scalable and reliable. **What do you dislike about ServiceNow Workflow Data Fabric?** While ServiceNow Workflow Data Fabric is a powerful solution, there are a few areas that could be improved. One challenge is the initial setup and configuration. Integrating multiple data sources and defining relationships between them can be complex and requires a good understanding of the platform. Performance can also be a concern when dealing with large or highly dynamic datasets. In some cases, real-time data fetching may introduce slight delays, especially when multiple systems are involved. Troubleshooting issues can be time-consuming as well, since it may not always be clear whether a problem is coming from the source system, integration layer, or the platform itself. Additionally, the learning curve for advanced features can be steep, and more structured documentation or real-world examples would make adoption easier. Overall, improving usability, performance optimization, and troubleshooting visibility would make it even more effective. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to integrate and unify data from multiple systems, reducing data silos and manual effort. It simplifies integration complexity and automates IT operations, enabling efficient, scalable workflows and faster, data-driven decision-making. ### 14. Efficient Data Management with Zero-Copy Connectivity **Rating:** 4.5/5.0 stars **Reviewed by:** Shivam S. | AI Data Annotator, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** March 26, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I really appreciate the ServiceNow Workflow Data Fabric's Zero-Copy technology, which allows me to virtualize data from platforms like Snowflake and Azure without moving massive datasets, maintaining data integrity and easing my workload. The Knowledge Graph feature is also valuable because it understands relationships between users, assets, and tasks, adding context to automation. When combined with RaptorDB Pro, the system feels cohesive and high-performance, making it possible to scale complex AI-driven projects without the constant 'integration tax' disrupting my workflow. I also like the ease of connecting with major data platforms using pre-built adapters, which speeds up the connection phase. **What do you dislike about ServiceNow Workflow Data Fabric?** The biggest hurdle for me has been the steep learning curve and setup complexity. Even though it's marketed as a low-code solution, you really need to have your organizational data architecture perfectly mapped out before you start. If your internal data governance is messy, the Data Fabric won't fix it—it might even make the gaps more obvious. It’s also not a budget-friendly option for smaller projects; the licensing costs for things like RaptorDB Pro and specific connectors can add up quickly, making it feel like a 'big enterprise only' luxury. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric eliminates stale data and fragile integrations. I don't need to manually move large datasets anymore, enabling real-time data workflows with its Zero-Copy technology. It preserves data integrity and allows AI to react to live data, reducing my stress and integration hassle. ### 15. Efficient Automation and Integration with Minor Hiccups **Rating:** 4.0/5.0 stars **Reviewed by:** Paul B. | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I use ServiceNow Workflow Data Fabric for building automations, which truly replaces manual work. I really like its ease of use and how automated workflows are the most valuable aspect. They allow me to automate processes and run scripts, consolidating everything in one place and retiring redundant systems. Integrating with Active Directory to build groups in ServiceNow that are dynamically kept up to date is another benefit that deeply impacts my workflow. Overall, the automated workflows stand out as invaluable to my work. **What do you dislike about ServiceNow Workflow Data Fabric?** there may be a few bugs, failing to autosave for example **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to build automations, replacing manual work. It's easy to use and valuable for automated workflows, letting me consolidate processes and retire redundant systems. Integrating with AD keeps ServiceNow groups dynamically updated. ### 16. Advanced No-Code Data Unification for Faster, Smarter Workflows **Rating:** 4.0/5.0 stars **Reviewed by:** Deepak T. | Technical Project Manager, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 29, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What I like about ServiceNow Workflow Data Fabric is that it provides several advanced capabilities for bringing data from different systems—such as CRM, ERP, and databases—into a single place without physically moving or migrating that data. This supports a no-code approach, reduces overall complexity, and makes real-time access to information much more hassle-free. At the same time, the unified data remains readily available across multiple workflows and AI agents, which helps organizations automate processes more efficiently. **What do you dislike about ServiceNow Workflow Data Fabric?** What I dislike about ServiceNow Workflow Data Fabric is that, because it pulls data from multiple systems, it can sometimes feel slow or run into performance issues—especially when the source systems aren’t optimized. In the early stages, it also takes an experienced architect with a strong understanding of the overall systems landscape, data sources, and technical architecture to set it up properly. On top of that, it’s generally viewed as a premium, high-cost solution compared with other competitors in the market. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** We previously had to build multiple dashboards in Tableau just to get a consolidated, clear view of the system in one place. To address this need, our client and our organization chose ServiceNow Workflow Data Fabric. ServiceNow WDF helps us bring data together from different systems and databases, so we can work with real-time, accurate information. The data format is simple and well structured, which makes it straightforward to integrate with Tableau without issues. ### 17. Powerful Zero-Copy Data Connectivity, but Setup and Data Modeling Take Effort **Rating:** 3.0/5.0 stars **Reviewed by:** Intissar S. | Hr business partner, Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** In my opinion its particularly about its ability to seamlessly connect data from multiple enterprise systems without forcing data replication. The zero-copy approach gives me real-time, trustworthy data directly in workflows, which significantly improves decision-making speed and reduces integration complexity. It also adds governance and business context, making data immediately usable for automation and Al-driven workflows. **What do you dislike about ServiceNow Workflow Data Fabric?** its full value is not always easy to unlock without strong data maturity and proper configuration. Initial setup, governance alignment, and understanding how to model data correctly can be complex, especially for teams new to ServiceNow integrations. There is also a learning curve for non-technical users to fully understand how data is contextualized across systems. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It solves the problem of fragmented enterprise data scattered across multiple tools and platforms. By providing a unified, real-time view of data directly inside workflows, it eliminates manual data gathering and reduces errors caused by outdated information. This benefits me by accelerating process execution, improving data reliability, and enabling more intelligent automation across IT, finance, and operational workflows. ### 18. Integrates Data Seamlessly, but Setup Needs Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Manjunatha R. | Customer Support Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like that once it's configured, the data just flows into workflows without needing a lot of extra logic. It makes building cross-team workflows easier because the data is already available in a more consistent way. Also, it fits nicely into the existing ServiceNow setup, so we didn’t have to change too much. It feels pretty powerful for automation use cases. Just the ease of configuring workflows once it's figured. **What do you dislike about ServiceNow Workflow Data Fabric?** Setup was a bit confusing at the beginning, especially around data mapping and figuring out the right sources. The documentation helps, but still had to try a few things before it worked. Troubleshooting is also not very clear; when something breaks, it's not always obvious where the issue is. Would also be nice if performance was more predictable when dealing with larger data sets. A few how-to guides would've helped, right now everything is to be pieced together by the user. It would help if there were more real-world examples in the docs, not just basic ones. Some kind of validation or preview before activating data mappings would also be useful; we ended up catching mistakes only after workflows started behaving oddly. Better visibility into data refresh timing would be nice too, sometimes it's not clear how fresh the data actually is. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to unify data across ITSM workflows without custom integrations, keeping data consistent and reducing manual syncing. It solves the problem of scattered data, unreliable scripts, and reduces duplicate data and manual updates. ### 19. Powerful and Elite, but Complex and Costly **Rating:** 4.0/5.0 stars **Reviewed by:** Raveendra T. | Front Office Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I appreciate ServiceNow Workflow Data Fabric's capability for real-time access to external data through its 'Zero Copy' architecture, which eliminates the risk and cost of data duplication. It's incredibly helpful because it provides a unified view of data from systems like Snowflake or SAP, avoiding duplication and stale information. The integration with RaptorDB Pro is another highlight, as it accelerates transaction processing by over 50%, making reconciliation and reporting much faster. I also like how it natively integrates with platforms like Snowflake, Databricks, and Google BigQuery, seamlessly accessing live data. It's notable how it connects to ERP systems like SAP and Oracle via Integration Hub, automating settlements and reconciling records efficiently. **What do you dislike about ServiceNow Workflow Data Fabric?** The setup for the Knowledge Graph remains highly complex, often requiring specialized architects to map disparate data sources before you can actually use it. Additionally, 'Zero Copy' queries can occasionally suffer from latency when pulling from massive external datasets compared to the speed of locally stored records. The initial setup for ServiceNow Workflow Data Fabric is generally considered complex and carries a steep learning curve, as it requires a high level of architectural planning to map disparate data sources effectively. While pre-built 'Zero Copy' connectors for platforms like Snowflake simplify the technical linking process, defining the Knowledge Graph to ensure data context remains a time-consuming task for most teams. It loses two points because the high license cost and the complex, architect-level setup make it a heavy lift for many teams to get off the ground. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric eliminates data silos and 'stale' records, cuts integration costs by up to 70%, and accelerates transaction processing by over 50% with real-time data access via 'Zero Copy'. It streamlines live data management without duplication risks. ### 20. Centralized Data Management with Agentic AI and Strong Integrations **Rating:** 4.0/5.0 stars **Reviewed by:** Luis (Tito) U. | Senior Manager Digital Channels Core Platforms, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like that they centralize data management features and combine them with an agentic AI approach in a single platform. It also includes multiple integrations with different sources and delivers good performance. **What do you dislike about ServiceNow Workflow Data Fabric?** What I don’t like about ServiceNow in general is the pricing model. It can be hard to know whether I’m really getting a good ROI, because sometimes it isn’t truly measurable. Another point is that putting everything into a single platform is, in some ways, a good thing, but it also creates a strong dependency on them. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I’ve always seen ServiceNow as a strong IT and HR Operations knowledge base—a truly golden source where we should be able to extract the right patterns and make decisions at the right time. In the past, you typically needed an entire data and BI ecosystem, along with third-party tools and expert vendors, to support this. With this in place now, it’s much easier to implement data solutions directly within ServiceNow. ### 21. Unified Data Platform with Integration Challenges **Rating:** 4.0/5.0 stars **Reviewed by:** Jai P. | Sr Technical Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like that ServiceNow Workflow Data Fabric connects and unifies data across different systems, which helps in running workflows smoothly without manual integration. It automates processes and facilitates faster decision-making by pulling the right data at the right workflow and at the right time. The product unifies data across multiple systems without needing heavy custom coding. I find it extremely beneficial in designing workflows that automatically pull the correct information, trigger actions, and keep everything in sync. I also appreciate that it works well alongside other DevOps and monitoring tools. **What do you dislike about ServiceNow Workflow Data Fabric?** Complexity of setup and customization, sometimes it takes extra efforts to configure connectors or fine tune data flows. Streamlining onboarding and making integrations lighter would make the experience even better. Configuring data sources and tailoring workflows to our environment required extra effort and extra time. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to connect and unify data across different systems, solving the challenge of scattered, siloed data and enabling smoother workflows without manual integration. It automates processes and helps make faster decisions by automatically pulling the right information and triggering actions. ### 22. Streamlined Data Management, Slight Setup Learning Curve **Rating:** 4.0/5.0 stars **Reviewed by:** Todor S. | Learning Service Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I love how ServiceNow Workflow Data Fabric helps me pull learning-related data from different systems in real-time, eliminating the need for manual data combination. It speeds up training administration and automates routine tasks. The real-time data access from various systems reduces delays and prevents data inconsistencies, making daily learning administration smoother and more automated. I appreciate the effective automation and AI features thanks to the clean, connected data provided. I really like how it connects to many external systems, keeping the data consistent and reliable, allowing me to focus more on supporting learning needs instead of fixing data issues. Additionally, the integration with internal tools like SuccessFactors helps keep HR and learning data in sync. Once the setup is complete, it greatly helps streamline learning workflows and keeps data in sync across systems. **What do you dislike about ServiceNow Workflow Data Fabric?** Sometimes the setup feels a bit complex, and getting everything configured correctly can take time. It would help if setup steps were more guided, since some configurations feel harder than they should be. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric helps me access and consolidate learning data from multiple systems in real time, streamlining training administration and automating tasks, reducing delays, and preventing data inconsistencies. ### 23. Empowers Teams with Visual Workflow Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Shivam U. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 23, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I really like the simplicity and transparency of ServiceNow Workflow Data Fabric. The accessibility is fantastic because it democratizes automation, letting process owners build logic visually, which speeds up delivery since you don't need to wait for a developer for every tiny change. I find the efficiency impressive with reusable 'Action' sets that cut down redundant configurations, boosting productivity by not having to reinvent the wheel for each task. Also, the real-time connectivity really stands out as it effectively bridges siloed data sources and workflows, enabling better decision-making. The initial setup was very easy, which was a huge plus. **What do you dislike about ServiceNow Workflow Data Fabric?** Nothing, all is good **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric for change management and planning. It democratizes automation for process owners with visual logic, reducing deployment cycles. Reusable Action sets boost efficiency by avoiding redundant setups and updating workflows centrally. Real-time connectivity integrates siloed data, enhancing decision-making and simplifying complex operations. ### 24. Streamlined Data Integration with Excellent Workflows **Rating:** 4.0/5.0 stars **Reviewed by:** Rajesh V. | Full Stack Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like its ability to unify data across multiple systems in real time without heavy data movement. The seamless integration with workflows, strong data governance, and scalability make it easy to build efficient, data-driven processes. What stands out is the ease of integrating with multiple systems through pre-built connectors and APIs, which reduces development effort. On the data governance side, centralized control, data consistency, and built-in security ensure reliable and compliant data usage across workflows. **What do you dislike about ServiceNow Workflow Data Fabric?** While it’s powerful, the initial setup and configuration can be complex and time-consuming. Some integrations require additional customization, and monitoring/troubleshooting data flows could be more intuitive. Improving documentation and providing clearer visibility into data pipelines would make it even better. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to integrate and unify data from multiple systems, reducing data silos and manual handling. It improves operational efficiency with seamless workflow automation and real-time insights, enabling faster decision-making. ### 25. Unifies Data Seamlessly but Complexity Persists **Rating:** 4.0/5.0 stars **Reviewed by:** Sabari S. | Student, Mid-Market (51-1000 emp.) **Reviewed Date:** March 18, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how ServiceNow Workflow Data Fabric seamlessly connects data from multiple systems into a single, unified view. It makes building real-time, data-driven workflows much easier and reduces dependency on manual data handling. Overall, it improves efficiency, accuracy, and scalability across processes. It helps me to see all required data in one place instead of checking multiple systems, so it saves a lot of time. **What do you dislike about ServiceNow Workflow Data Fabric?** Some parts still feel complex, especially while setting up integrations and handling large data. Troubleshooting is not always straightforward, need more better visibility on data flow. Also documentation and UI can be improved to make it more user friendly. For large data, performance can slow down sometimes, so better optimization or bulk data handling support would really help. More options for data filtering, batching, and monitoring would make it easier to manage heavy loads. For troubleshooting, it would be helpful to have clearer logs and end-to-end visibility of data flow between systems. Better error messages and debugging tools would save time and make issue resolution faster. Initial setup was not very easy, it took some time to understand data connections and configurations. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to integrate and unify data across systems, solving data silos and reducing manual work. It provides seamless data connection, improving workflow execution with real-time data, better visibility, and compliance, saving me time by showing all data in one place. ### 26. Unified Real-Time Data That Speeds Up Decision-Making **Rating:** 4.5/5.0 stars **Reviewed by:** Nishant Pratap S. | Operations Associate, Enterprise (> 1000 emp.) **Reviewed Date:** April 02, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I truly appreciate how it unified all of my data from various platforms and allows me to use it within workflows without cross requiring a lot of integration work. I can now access real-time data and make decisions more quickly. **What do you dislike about ServiceNow Workflow Data Fabric?** Setting up the platform is a bit difficult, and using it successfully requires technical know-how. Large datasets can occasionally cause performance to lag. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It solves the challenge of disconnected data across systems by centralising it intow one accessible lawyer. This allows me to automate workflows more effectively and make faster, data-driven decisions. As a result, it saves time, reduces manual work, and improves overall productivity. ### 27. Live Data Across Silos—No Replication, Always Current **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** It connects data across silos, so you don’t need to move or copy it. Everything stays accessible in one place, and data flows live into workflows, which means decisions can be made using current information. There are no stale data problems, and no data replication is required, which helps save database consumption. **What do you dislike about ServiceNow Workflow Data Fabric?** The implementation can be quite complex, often requiring substantial expertise and a significant amount of time to configure correctly. On top of that, the licensing cost is notably high, which can make it difficult to justify the investment for smaller organizations or teams working with limited budgets. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It solves the problem of fragmented data across systems by creating a unified layer that makes information instantly accessible within workflows. This saves significant time and reduces manual effort, allowing teams to automate smarter and make faster, data-driven decisions across the enterprise.​​​​​​​​​​​​​​​​ ### 28. Revolutionized Data Management, Needs Better Onboarding **Rating:** 3.0/5.0 stars **Reviewed by:** Shantanu K. | Sr. Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I love how ServiceNow Workflow Data Fabric creates a 'single pane of glass' by pulling data from different sources like AWS, Azure, and Salesforce without moving or duplicating it. It's a game-changer for me because it eliminates the hassle of managing ETL pipelines. Instead of duplicating massive datasets, I can query the data in place from platforms like Snowflake or Databricks. I also find the initial setup to be easy and hassle-free. **What do you dislike about ServiceNow Workflow Data Fabric?** A more intuitive 'guided setup' or template-based wizard for common enterprise data models would help bridge the gap for functional consultants. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric eliminates the need for ETL pipelines and lengthy waits for developers to fetch data. It creates a 'single pane of glass,' allowing me to query data across platforms like AWS or Azure, streamlining data processes. ### 29. Easy to Understand Overall **Rating:** 3.5/5.0 stars **Reviewed by:** Prerna S. | Talent Acquisition Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** It ERP integration Connectors, which allow AI agents and workflows to access, act on, and analyze real-time data from external sources (e.g., Snowflake, Databricks, BigQuery) without copying, replicating, or migrating it. This reduces integration costs, improves data security, and enables immediate, context-aware automation. **What do you dislike about ServiceNow Workflow Data Fabric?** Complex Setup and High Configuration Effort: Users frequently describe the initial setup as challenging and time-consuming, requiring significant technical expertise. High Licensing and Overall Cost: It is often considered expensive, making it difficult for smaller organizations to justify the investment. Performance Limitations: **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow workflow automation transforms manual, high-touch processes into streamlined digital workflows, accelerating tasks and improving accuracy across the enterprise. It utilizes tools like Flow Designer (no-code automation), Process Automation Designer (cross-platform, end-to-end flows), and RPA to connect legacy systems, automate approvals, and reduce manual effort. ### 30. ServiceNow Data Fabric Unifies Real-Time Data for Smarter Workflows **Rating:** 4.5/5.0 stars **Reviewed by:** Robin H. | ITAM Technical, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** Servicenow data fabric is how it brings data together from different systems into one unified realtime layer without heavy duplication. It makes workflows smarter because decisions can be based on accurate, up to date information across the business instead of constantly integrating and syncing data between tools. You can access what you need in one place. **What do you dislike about ServiceNow Workflow Data Fabric?** It’s complex to set up and to fully understand especially for teams that aren’t already experienced with Servicenow architecture. Getting the data model, integrations and governance right takes time and careful planning. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** SN Workflow data fabric is solving the problem of fragmented, siloed data across different systems. In our company so much information lives in separate tools. Which makes it hard to build workflows that rely on a complete real time view of what’s happening. ### 31. Streamlined Integrations with Robust Data Handling **Rating:** 5.0/5.0 stars **Reviewed by:** Jacob B. | Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how simplified processes are with ServiceNow Workflow Data Fabric. The zero copy connectors are very beneficial for connecting platforms and AI, and not needing to copy data into staging tables to access it in AI tools is very useful. The workflow designer simplifies integrations and automations in the platform. Additionally, the initial setup was easy. **What do you dislike about ServiceNow Workflow Data Fabric?** The workflow studio can be buggy at times but has gotten much better over the last few iterations. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I find ServiceNow Workflow Data Fabric simplifies integrations and automations with its workflow designer. Zero copy connectors are very beneficial, allowing me to connect platforms and AI without needing staging tables, streamlining processes significantly. ### 32. Unifies Data Across Systems with Real-Time Access and Low-Code Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Mohamed S. | SDET, Mid-Market (51-1000 emp.) **Reviewed Date:** March 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What I myself like most about ServiceNow Workflow Data Fabric is how it unifies data across systems and makes it usable inside workflows without heavy integration work. The strongest points usually include: Unified Data Layer, Real-Time Data Access and Low-Code Integration **What do you dislike about ServiceNow Workflow Data Fabric?** Some common concerns people mention about ServiceNow Workflow Data Fabric relate to complexity, performance trade-offs, and cost when working at scale. Here are a few typical downsides: Setup and Configuration Complexity, Performance Limitations with External Data and Governance and Data Consistency Challenges. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric solves several common enterprise data and workflow challenges by making data from multiple systems accessible, unified, and usable within workflows on the ServiceNow platform. I can summarize some of these as follow: Problem: Data Silos Across Multiple Systems, Slow or Complex Integrations and Limited Context in Workflows. ### 33. Effortless Automation with Room for Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Tumi o. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I really like the ease with which I can put a workflow together in ServiceNow Workflow Data Fabric. The drag and drop system is a game changer for me, especially in terms of speed to resolution. Additionally, the initial setup of the platform was extremely easy. **What do you dislike about ServiceNow Workflow Data Fabric?** I think the data pill picker could be a little bit more cohesive in having more data pills, as it would make workflows more granular. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to automate mundane tasks. The drag-and-drop system is a game changer for speeding up task resolution, and I find it easy to set up workflows. ### 34. Empowers Real-Time Data Synchronization, Moderately Complex Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Chetan P. | System engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 04, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how ServiceNow Workflow Data Fabric seamlessly unifies data from multiple sources into a single, real-time layer, making workflows more reliable and automation far more effective. Its capability to unify data across systems in real-time significantly enhances smarter workflows, better automation, and improved decision-making. The product effectively solves data silos by unifying and synchronizing data across systems, ensuring consistent, real-time information for workflows and decision-making. **What do you dislike about ServiceNow Workflow Data Fabric?** Some area could be improved include the initial setup configuration, which can be complex and time consuming, especially for organizations with many integrations. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to unify data across systems in real time, solving data silos for more consistent information, enabling smarter workflows, better automation, and improved decision-making. ### 35. Powerful Workflow Management and Clean UI, but Pricing Feels High **Rating:** 3.5/5.0 stars **Reviewed by:** Varun S. | Staff Engineer I, Enterprise (> 1000 emp.) **Reviewed Date:** March 18, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** This platform has strong workflow management capabilities for pulling data from multiple sources. It offers a large number of options and a wide variety of choices, which makes it very appealing to use. The documentation is solid, and the interface is clean and attractive. **What do you dislike about ServiceNow Workflow Data Fabric?** The cost of the tool is expensive. Access to open-source resources and opportunities to build and advance skills as an individual is difficult. As an individual developer, I’m not able to get started with strong enough capabilities or clear guidance to really explore what the tool can do. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I’m using it in my organization to explore its potential as an orchestration tool, specifically how it can improve the workload experience on our data platform and how it compares to other competing products. ### 36. Seamless ServiceNow-to-DevOps Task Sync with Real-Time Workflow Access **Rating:** 5.0/5.0 stars **Reviewed by:** Sandeep D. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like the tasks getting created to my devops board from service now without copying.it. The realtime workflow access. Also the access control which connects the used seamlessly. **What do you dislike about ServiceNow Workflow Data Fabric?** Since the service now queries the live systems in realtime instead of replicating the data, if the source system is slow then the service now workflow is slow. Also advanced features are locked behind higher subscription tiers. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** Across my organisation, data lives in SAP, Salesforce, snowflake etc. data is scattered everywhere where AI isn't enough to use these data efficiently. Servicenow adds semantic meaning, provide governance, lineage and cataloging. This benefits in faster workflow like request solve is faster , automation scripts execute instantly and delays from nightly batch jobs disappear. ### 37. Scalable, Easy-to-Use Workflow Management **Rating:** 5.0/5.0 stars **Reviewed by:** Oladipo O. | Student Ambassador (Open-Days and Clearing Operation), Mid-Market (51-1000 emp.) **Reviewed Date:** February 17, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like how ServiceNow Workflow Data Fabric is scalable and easy to add and set up. It's self-explanatory and easily actionable, which means it doesn't require much process for setup. I also appreciate that it's integrated with other applications or services. **What do you dislike about ServiceNow Workflow Data Fabric?** Most of the features work well for me, but I think it could be improved by making it more attractive with more options and making it more embedded into other systems. I'd like more alternatives and options for areas and things it could do, and for it to be more scalable to any sectors or domains. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to align workflows for request approvals, making it scalable and easy. It ensures proper approval timing, prompts stakeholders for actionable returns, and provides adequate reporting to track important workflows for request completion. ### 38. Robust Data Integration with Actionable Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Akash M. | Senior Data Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like ServiceNow Workflow Data Fabric's ability to provide real-time data access across various sources, which is really useful for us. Its scalability and the real CMDB metrics are impressive, and I appreciate its ability to take actions based on these outcomes. Additionally, I find that these features integrate well with the ServiceNow ecosystem, especially with Flow Designer and data integration. **What do you dislike about ServiceNow Workflow Data Fabric?** Improved logging and monitoring of the issues and AI-assisted troubleshooting steps can be very helpful when issues during data integration come. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric for data integration, ensuring synced data as a single source of truth. It provides real-time data access, scalability, and actionable CMDB metrics, integrating well with the ServiceNow ecosystem. ### 39. Easy to integrate and fills system gaps **Rating:** 4.0/5.0 stars **Reviewed by:** Bilal A. | Group Head IT & Data - R&D, Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like that ServiceNow Workflow Data Fabric works quite well and is fairly easy to implement. It helps bridge existing gaps between systems and acts as an intermediary, thus facilitating integration. I appreciate the simplicity of its interface which makes workflow generation quite easy. The initial setup was very easy and quick, with integration happening swiftly thanks to fairly easy APIs. **What do you dislike about ServiceNow Workflow Data Fabric?** the price remains high **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I find ServiceNow Workflow Data Fabric useful for generating workflows between two systems when other solutions fall short. It's easy to implement, bridges the gaps between systems, and the interface facilitates integration. ### 40. Effective Data Unity, Moderate Setup Complexity **Rating:** 3.5/5.0 stars **Reviewed by:** Jay K. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 03, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I appreciate the way ServiceNow Workflow Data Fabric handles zero copy connectors to provide instant data access. It reduces the total ownership cost for the organization because we don't need to use different systems. It also manages itself well. **What do you dislike about ServiceNow Workflow Data Fabric?** The execution speed depends on other systems since the queries are spread across those systems. The initial setup was not very straightforward, I'd give it a 6/10 in terms of complexity. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to unite distributed systems into a single layer. It helps with slow ETLs by providing instant data access and reduces total ownership cost by eliminating the need for different systems. ### 41. Effortless Workflow Automation, Seamless Usability **Rating:** 4.5/5.0 stars **Reviewed by:** Amber S. | Lead Workflow Solutions Architect, Enterprise (> 1000 emp.) **Reviewed Date:** May 05, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I find ServiceNow Workflow Data Fabric easy to use, which is great for creating workflows for our IT used modules. It has completely eliminated manual work by providing great auto workflows, something we didn't have with our previous system. I like that you can create workflows for almost anything, and the initial setup was extremely easy. **What do you dislike about ServiceNow Workflow Data Fabric?** nothing at this time we have found that we don't like **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to create workflows, eliminating manual work and enabling automation, which we couldn't achieve with our previous system. ### 42. Seamless Data Integration and Real-Time Workflow Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Drishti C. | Senior data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** November 13, 2025 **What do you like best about ServiceNow Workflow Data Fabric?** What I appreciate most about ServiceNow Workflow Data Fabric is its ability to effortlessly link data from various systems, effectively eliminating silos and offering a comprehensive, unified perspective on information. Additionally, it improves workflow automation by making sure the necessary data is accessible in real time, which supports more intelligent and quicker decision-making. **What do you dislike about ServiceNow Workflow Data Fabric?** One limitation of ServiceNow Workflow Data Fabric is the complexity involved in its setup and integration, which often demands considerable configuration and specialized knowledge. Furthermore, when working with extremely large datasets or intricate data models spanning multiple sources, performance may decrease noticeably. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric solves the problem of disconnected data spread across multiple systems by creating a unified, real-time data layer. This helps improve decision-making, streamline workflows, and reduce manual effort by ensuring teams have consistent, accessible, and actionable information across the organization. ### 43. Unified Data View That Boosts Accuracy and Faster Decisions **Rating:** 5.0/5.0 stars **Reviewed by:** Manmeet S. | Full stack LLM developer , Mid-Market (51-1000 emp.) **Reviewed Date:** March 28, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What I like best about ServiceNow Workflow Data Fabric is how easily it connects data from different systems into a single, unified view. It reduces manual effort, improves data accuracy, and helps teams make faster decisions. **What do you dislike about ServiceNow Workflow Data Fabric?** One downside of ServiceNow Workflow Data Fabric is that the initial setup and configuration can be time-consuming, especially when integrating multiple external systems. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric is helping solve the problem of disconnected data across multiple tools and departments. Before using it, information was spread across different systems, which made reporting and decision-making slower. By bringing data together in one place, it improves visibility, reduces duplicate work, and speeds up workflows ### 44. Effortless Data Integration with Zero Copy Connectors **Rating:** 4.0/5.0 stars **Reviewed by:** sreevidya y. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like the zero copy connectors feature in ServiceNow Workflow Data Fabric because it allows me to get data from other systems without needing to store the data in ServiceNow. It also gives me the flexibility to use the data anytime I need it. Additionally, I found the initial setup to be not complex. **What do you dislike about ServiceNow Workflow Data Fabric?** zero copy connectors **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric for zero copy connectors, allowing me to get data from other systems without storing the data in ServiceNow, offering flexibility to use it anytime. ### 45. Zero-Copy Data Fabric That Powers Real-Time, AI-Driven Workflows **Rating:** 4.0/5.0 stars **Reviewed by:** Amandeep _. | System Administrator, Mid-Market (51-1000 emp.) **Reviewed Date:** March 25, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** ServiceNow Workflow Data Fabric is its zero-copy architecture that connects enterprise data across systems without duplication, enabling real-time, AI-powered workflows and analytics. This makes processes faster, reduces integration costs, and eliminates data silos. **What do you dislike about ServiceNow Workflow Data Fabric?** ServiceNow Workflow Data Fabric are its complexity, reliance on ServiceNow’s ecosystem, and the challenges of integrating legacy systems. While it promises zero-copy data access, many organizations struggle with tool fragmentation, metadata inconsistencies, and the steep learning curve required to fully leverage it. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric is designed to solve some of the most stubborn problems enterprises face with data and workflows, and the benefits are pretty tangible Slow Decision-Making Complex Integrations Data Silos ### 46. Ease of Use with Strong Data Integrations **Rating:** 3.5/5.0 stars **Reviewed by:** Adithya S. | VP, Corporate Development, Mid-Market (51-1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I like the ease of use of ServiceNow Workflow Data Fabric. The integrations with data sources are also impressive, allowing for better data discovery all in one place. Even though I'm only trialing it, the demo instance was easy to use. **What do you dislike about ServiceNow Workflow Data Fabric?** Looking forward to the product roadmap being delivered for data quality, observability and master data management. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I'm trialing ServiceNow Workflow Data Fabric to integrate our software for data quality signals. The ease of use and integration with data sources help in better data discovery. ### 47. Effortless Automation with High Customizability **Rating:** 5.0/5.0 stars **Reviewed by:** Hashim A. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I have a lot of automation requirements, and ServiceNow Workflow Data Fabric helps with automation, especially with approval and tasks assignment. I like its ease of use and high customization capabilities. It allows for customization of steps, like skipping approval for requests from integration. The setup was mostly out-of-the-box, with a few customization requests, which was helpful. **What do you dislike about ServiceNow Workflow Data Fabric?** ease of use and customization options **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric to automate steps and approval flows, which is essential for handling many automation requirements. ### 48. Simple Setup, Effective Third-Party Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Rama S. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I find data fetching from third-party tools effectively handles the tasks for displaying data in catalog items. Also, the initial setup of ServiceNow Workflow Data Fabric was simple, not tough. So far, all functionalities are working fine for us. **What do you dislike about ServiceNow Workflow Data Fabric?** Sometimes data display is slow in the forms while integrating third-party tools. The step-by-step documentation is not clear. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I use ServiceNow Workflow Data Fabric for fetching data from third-party tools, though data display can be slow during integrations. Overall, it's working fine. ### 49. Zero-Copy Integration and Effortless Data Streaming Across the Enterprise **Rating:** 4.0/5.0 stars **Reviewed by:** Aditya D. | Software Engineer II, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** What I like about the ServiceNow Workflow Data Fabric is the zero-copy integrator and the automatic connections to external data sources. I also appreciate the way it supports data streaming across the enterprise. **What do you dislike about ServiceNow Workflow Data Fabric?** Automatic activation is something I worry about sometimes. Overall, there isn’t much to dislike, but the main issue is that it can occasionally be confusing to navigate. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** The way Databrick collects data from all our external vendors and then presents it to me in a more refined, organized way is what it solved for me, and it helps me interpret the data much more easily. ### 50. Efficient Data Integration, Zero Data Copy **Rating:** 5.0/5.0 stars **Reviewed by:** Sadiq A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** I really like ServiceNow Workflow Data Fabric for its zero data copy feature, which helps us avoid copying data from other sources and saves a lot of database space. The stream connect through Kafka also works especially well. Additionally, I found the initial setup to be very easy indeed. **What do you dislike about ServiceNow Workflow Data Fabric?** the ZTE behind a VPN has been a problem **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** ServiceNow Workflow Data Fabric helps us integrate data without copying it, saving a lot of database space. - [View ServiceNow Workflow Data Fabric pricing details and edition comparison](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-12+13%3A30%3A44+-0500&secure%5Bsession_id%5D=cea37c7c-cf0b-4f8a-9b51-6bae12901ce6&secure%5Btoken%5D=8379b2f09ab6cb528b8ff7b64bbc814a39bd727a7116cd51215a0cebe25a6a96&format=llm_user) ## ServiceNow Workflow Data Fabric Integrations - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) - [Boomi](https://www.g2.com/products/boomi/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Duck Creek Policy](https://www.g2.com/products/duck-creek-policy/reviews) - [Flexera One](https://www.g2.com/products/flexera-one/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) - [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Jira Service Management](https://www.g2.com/products/jira-service-management/reviews) - [Microsoft Outlook](https://www.g2.com/products/microsoft-outlook/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [Redshift](https://www.g2.com/products/redshift/reviews) - [SAP ECC](https://www.g2.com/products/sap-ecc/reviews) - [SAS/OR](https://www.g2.com/products/sas-or/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) - [Spectrum](https://www.g2.com/products/trimble-spectrum/reviews) - [Workday HCM](https://www.g2.com/products/workday-hcm/reviews) ## ServiceNow Workflow Data Fabric Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Automation Building** - Visual Editor - Workflow Recording - Pre-Built Templates - Custom Automation - Collaboration - Ease of Bot Creation **Data Management** - Data Integration - Data Discovery - Multi - Platform - Metadata **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Bot Management & Execution** - Bot Scheduling - Attended Automation - Unattended Automation - Bot Performance Analytics - Data and Product Security - Scalability **Analytics** - Data Analytics **Analytics** - Analytics capabilities - Dasboard visualizations **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Security** - Compliance - Governance - Data Protection **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Intelligent Automation** - OCR - Machine Learning - NLP **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Fabric** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Agentic AI - Robotic Process Automation (RPA)** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top ServiceNow Workflow Data Fabric Alternatives - [Microsoft Power Automate](https://www.g2.com/products/microsoft-power-automate/reviews) - 4.4/5.0 (1,040 reviews) - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - 4.6/5.0 (6,109 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - 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