--- title: ServiceNow Workflow Data Fabric Reviews meta_title: 'ServiceNow Workflow Data Fabric Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 153 reviews by the users' company size, role or industry to find out how ServiceNow Workflow Data Fabric works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 153 scale: '5' date_modified: '2026-08-13' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # 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:** 153 ## 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 enjoy the **ease of use** of ServiceNow Workflow Data Fabric, facilitating seamless automation and streamlined workflow management. (35 reviews) - Users value the **seamless integrations** of ServiceNow Workflow Data Fabric, enhancing collaboration across departments effortlessly. (32 reviews) - Users value the **low-code automation** of ServiceNow Workflow Data Fabric, simplifying integration and enhancing workflow management. (30 reviews) - Users value the **efficiency improvement** of ServiceNow Workflow Data Fabric, simplifying operations and reducing manual effort significantly. (26 reviews) - Users value the **seamless data integration** of ServiceNow Workflow Data Fabric, enabling faster, more informed decision-making across workflows. (25 reviews) - Users appreciate the **easy integrations** of ServiceNow Workflow Data Fabric, seamlessly connecting diverse data sources for streamlined workflows. (23 reviews) - Workflow Management (21 reviews) - Connectivity (18 reviews) - Efficiency (18 reviews) - Features (16 reviews) **What users dislike:** - Users find the **complex setup** of ServiceNow Workflow Data Fabric challenging, particularly for smaller organizations and integrations. (23 reviews) - Users find the **difficult setup** of ServiceNow Workflow Data Fabric a barrier, especially for smaller organizations with limited resources. (17 reviews) - Users find the pricing **quite expensive** , making it hard to justify for smaller teams or startups. (14 reviews) - Users experience **slow performance** when handling large datasets, leading to latency and challenges in data management. (14 reviews) - Users find the **complexity of learning and managing data sources** in ServiceNow Workflow Data Fabric to be challenging. (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) - Steep Learning Curve (8 reviews) ## ServiceNow Workflow Data Fabric Reviews ### 1. Real-Time Pipeline Visibility and AI Insights, with Smooth Onboarding **Rating:** 3.0/5.0 stars **Reviewed by:** Melinda F. | Lead Front-End Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** August 04, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** The exceptional real-time visibility it provides across all active pipelines is the main reason we adopted this platform. Being able to monitor data flows and spot potential synchronization bottlenecks instantly gives me real confidence that our information stays accurate and up to date. On top of that, the AI-powered insights and the smooth onboarding helped our team start getting value from the platform much faster. **What do you dislike about ServiceNow Workflow Data Fabric?** Setting up intricate, multi-source conditions demands precise knowledge of the required syntax, and even small nesting mistakes can quickly derail an entire automated data flow during testing. **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It completely removes the heavy burden and storage costs of data replication. Being able to pull up-to-date information instantly into active workflows, without worrying about stale database copies or complex ETL maintenance, keeps everything running smoothly and saves an incredible amount of backend troubleshooting time. ### 2. 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. ### 3. 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. ### 4. 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. ### 5. Easy and Fast to Use, Though Occasionally Confusing **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** May 05, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** It is easy to use and understand. It is also quick **What do you dislike about ServiceNow Workflow Data Fabric?** I think sometimes it can be confusing to use **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** It is helping my team switch from using legacy WF ### 6. Great product for a great purpose **Rating:** 3.0/5.0 stars **Reviewed by:** Ritesh B. | Senior Technology Manager **Reviewed Date:** May 05, 2026 **What do you like best about ServiceNow Workflow Data Fabric?** Ease of use , integrated approach, needs very little knowledge **What do you dislike about ServiceNow Workflow Data Fabric?** Expensive i think as per industry standards **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** Data issues revolving around data lakes at ELC ### 7. I have use ServiceNow to follow up with requests during my work **Rating:** 2.5/5.0 stars **Reviewed by:** Yassine B. | Solution Designer, Enterprise (> 1000 emp.) **Reviewed Date:** June 11, 2025 **What do you like best about ServiceNow Workflow Data Fabric?** the fatc that connects everything in one workflow **What do you dislike about ServiceNow Workflow Data Fabric?** I didn't have that much experinece with, I am still exploring **What problems is ServiceNow Workflow Data Fabric solving and how is that benefiting you?** I was involved in RPA project and we used ServiceNow DataFabric in some of the project aspects, Iwasn't fully involved but it helped us get the desired results - [View ServiceNow Workflow Data Fabric pricing details and edition comparison](https://www.g2.com/products/servicenow-workflow-data-fabric/reviews?filters%5Bnps_score%5D%5B%5D=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+06%3A27%3A16+-0500&secure%5Bsession_id%5D=37586a42-01b5-4d5d-b680-8bf41d92703a&secure%5Btoken%5D=a4f579ec5d37bb1ea09e16159f8355b3937ca4a5b5f108137cea565ea45a47e4&format=llm_user) ## ServiceNow Workflow Data Fabric Integrations - 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[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 - Workflow Management **Automation Building** - Visual Editor - Workflow Recording - Pre-Built Templates - Custom Automation - Collaboration - Ease of Bot Creation - Document Automation - Business Process Automation - Configurable Workflow - Rules-Based Workflow **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 - Predictive Analytics - Real-Time Analytics - Real-Time Data **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 - Master Data Management - Data Storage Management - Data Management **Security** - Compliance - Governance - Data Protection **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation - AI Text Summarization **Additional Functionality** - Metadata Management - Data Lineage - Data Discovery - Data Governance - Data Aggregation - Compliance Management - Search/Filter - AI Copilot - Data Migration - Configurable Workflow - Workflow Management - Archiving & Retention - Policy Metadata Management - Tagging - Third-Party Integrations - Big Data Analytics - Data Security - Metadata Extraction - Data Integration - Dashboard - Generative AI - Data Catalog - Data Profiling - Data Connectors - Data Visualization - Reporting/Analytics - Data Glossary - Data Quality Control - Data Management - Data Sampling - Data Modeling - Data Mapping - Data Dictionary Management - Secure Data Storage - Version Control - Document Database - Access Control **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 **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 - Third-Party Integrations - Multi-Language **Additional Functionality** - Document Management - Audit Trail - AI Copilot - Real-Time Updates - Real-Time Monitoring - Multiple Data Sources - Reporting & Statistics - Email Address Extraction - Forms Management - Data Extraction - Drag & Drop - Workflow Management - Access Controls/Permissions - API - Optical Character Recognition - Role-Based Permissions - Data Import/Export - Process Builder - Generative AI - Customer Experience Management - Search/Filter - Data Capture and Transfer - Compliance Management - Approval Process Control - Secure Data Storage - Process Control - Code-free Development - Ad hoc Analysis - Image Recognition - Data Storage Management - Performance Metrics - Activity Dashboard - Task Management - Monitoring - Customizable Reports - Version Control - Integration into Third Party Applications **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making - Third-Party Integrations **Additional Functionality** - Metadata Extraction - Automatic Backup - Search/Filter - Collaboration Tools - Activity Tracking - Authentication - Data Security - Data Mapping - Archiving & Retention - Data Discovery - Data Catalog - Multiple Data Sources - Categorization/Grouping - AI Copilot - Reporting/Analytics - Tagging - Drag & Drop - Activity Dashboard - Role-Based Permissions - Single Sign On - Data Governance - Content Library - Data Synchronization - Data Import/Export - Access Controls/Permissions - Data Visualization - API ## Top ServiceNow Workflow Data Fabric Alternatives - [Microsoft Power Automate](https://www.g2.com/products/microsoft-power-automate/reviews) - 4.4/5.0 (1,043 reviews) - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - 4.6/5.0 (6,136 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - 4.5/5.0 (4,062 reviews)