# Gathr Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about Gathr Software - reviews, pricing plans, popular comparisons to other Business Intelligence products and more. Source: https://www.capterra.com/p/240768/Gathr --- # Gathr Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on March 13, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. Independent research methodology Capterra’s researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. 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[Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/) [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Integrations](#integrations)[Support](#support)[Reviews](#reviews) Gathr ## What is Gathr? Gathr.ai powers AI with complete data context for higher quality intelligence. With day-zero, high-fidelity data discourse, users can get data-backed answers to the ‘why’, ‘what-if’, and ‘how do I’ questions that drive business KPIs forward. This intelligence is delivered natively on top of the organization’s existing data estate — including data warehouses, databases, federated SQL engines, and operational systems. Leading businesses across industries also rely on Gathr.ai to build high-performance data pipelines, bespoke Data+AI solutions, and action-driven analytics experiences. Built for builders, Gathr.ai delivers agility, performance, and control. It snaps into the existing stack — integrating upstream and downstream systems with no extra plumbing. It gives developers starter-kit speed and full extension freedom. Gathr.ai’s product suite includes: Data Warehouse Intelligence | Document Intelligence | System Intelligence | Data Pipelining | Data+AI Fabric ## What is Gathr used for? [ETL](https://www.capterra.com/etl-software/)[Integration](https://www.capterra.com/integration-software/)[Data Extraction](https://www.capterra.com/data-extraction-software/) Top alternative Featured Overall rating Based on 22 user reviews Reviews sentiment Positive 95% Neutral 5% Negative 0% Starting price $0.25 Per User, Per Month Free trial available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... - Generative AI / 2026 - Low Code Development Platform / 2026 Do you work for Gathr?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://www.gathr.ai/&name=Gathr) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Gathr 4.8 (22) VS. [4.3 (330)](https://www.capterra.com/p/119119/Domo/reviews/) Starting Price $0.25 Usage Based Starting Price Contact vendor Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.6 (22) Ease Of Use 4.1 (327) Value For Money 4.8 (21) Value For Money 4.0 (240) Customer Service 4.6 (21) Customer Service 4.0 (258) ## Gathr alternatives [4.5 (26)](https://www.capterra.com/p/162524/DataTap/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [4.7 (15)](https://www.capterra.com/p/178411/Inzata/reviews/) Starting price $30000.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [4.4 (360)](https://www.capterra.com/p/129749/Zoho-Analytics/reviews/) Starting price $30.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 91% of reviewers rated it above 4 stars Highest Rated [Hevo](https://www.capterra.com/p/176435/Hevo/) [4.7 (110)](https://www.capterra.com/p/176435/Hevo/reviews/) Starting price $299.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 97% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/176435/Hevo/) [View all alternatives](https://www.capterra.com/p/240768/Gathr/alternatives/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. Data Connectors 4.7 (15) 100.00% of 15 reviewers that rated this feature as important or highly important Connect to big data sources Drag & Drop 4.7 (13) 100.00% of 13 reviewers that rated this feature as important or highly important Assemble applications and processes by dragging over and arranging pre-built components Multiple Data Sources 4.6 (13) 100.00% of 13 reviewers that rated this feature as important or highly important Allows users to manage data from a number of sources Reporting/Analytics 4.6 (11) 81.82% of 11 reviewers that rated this feature as important or highly important View and track pertinent metrics to find patterns and gain insights from data Data Capture and Transfer 4.7 (9) 77.78% of 9 reviewers that rated this feature as important or highly important Import, collect, and capture data from multiple sources Collaboration Tools 4.8 (8) 87.50% of 8 reviewers that rated this feature as important or highly important Provides a channel for team members to share media files, communicate, and work together Gathr 58 features Define levels of authorization for access to specific files or systems One-off queries made on an as-needed basis Receive suggestions from an automated tool on the next steps to take in the development process based on your prior activity Software program that continuously adjusts its behavior based on observed data System alerts about the need to escalate an issue or request Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Application programming interface that allows for integration with other systems/databases Helps automate and manage information, tasks, and procedures by establishing routines and patterns associated with processes Provides a channel for team members to share media files, communicate, and work together Configure existing workflows to meet your organization's needs Pre-designed layouts that can be customized to match preferences and requirements Analyze survey results via statistical testing or crosstabs directly within the software Generative models can help augment training datasets by generating additional synthetic data. Import, collect, and capture data from multiple sources Removes data that is incomplete, inaccurate, or irrelevant from a dataset Connect to big data sources Discover and connect variety of data sources to the application for analysis Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Combining data from different sources and providing a unified view Ability to handle large datasets Establish guidelines about how much and what kind of data can be stored in the repository Translate EDI formats into data suitable for use with company applications. Graphical representation of data Data vault where data is aggregated for later distribution to applications. Manage the processes involved when making the application ready for use Assemble applications and processes by dragging over and arranging pre-built components Process of extracting, transforming, and loading data Form predictions based on past and present data/trends Use AI to generate content in the form of text, images, videos, etc. Process and analyze large volume of data Identify which applications need to exchange data and enable these data connections Identify which applications need to exchange data and enable these data connections Collect and maintain structured information that describes data or content Observe and track the demand, usage, progress or quality of a system, product, or user Allows users to manage data from a number of sources Process and analyze human language in text or audio form Ability to interact with the application using human languages such as English Drag and drop/visual interfaces that allow non-tech users to build without writing code Reusable integration workflow templates Predict future data based on historical data sets Evaluate the degree to which business operations bring monetary gains Analyze and gain insights into data in real-time Receive data and information in real time View and track pertinent metrics to find patterns and gain insights from data Automates and streamlines business processes by creating a sequence of predefined rules and actions that govern the flow of work Search and filter data across systems to locate required information by entering keywords or certain criteria Access, combine, transform, and store data without the help of an IT department Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral Apply statistical/mathematical models to sets of data At a high level, visualize a preferred outcome, define goals and identify specific steps to achieve them Sample files or documents that could be customized as needed or used as is Set up connections to third-party platforms to improve business processes Review data from past periods to reveal recurring tendencies and predict future performance Track revisions and updates made to files and navigate between different versions Interact with data visualization elements, such as charts and graphs, to drill down into data Use visual elements such as pre-built blocks and/or shapes to assemble a model or design Provides varying estimates based on different scenarios Create, design and manage workflows for repetitive tasks Get Advice We can help you find the software with the features you need. Features 4.6 (22) 4.6 Based on 22 reviews ## Pricing Value for money 4.8 (21) Free Trial Free Version Advanced $0.25 Usage Based, Value for money 4.8 (21) 4.8 Based on 21 reviews ## Integrations [ Google Drive](https://www.capterra.com/p/161425/Drive/)[ PayPal](https://www.capterra.com/p/207944/PayPal/)[ Dropbox Business](https://www.capterra.com/p/143068/Dropbox-Business/)[ Mailchimp](https://www.capterra.com/p/110228/MailChimp/)[ Basecamp](https://www.capterra.com/p/56808/Basecamp/)[ Gmail](https://www.capterra.com/p/202338/Gmail/)[ SurveyMonkey](https://www.capterra.com/p/253516/SurveyMonkey/)[ Docusign](https://www.capterra.com/p/121506/Docusign/) Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 4.6 (21) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 4.6 (21) 4.6 Based on 21 reviews ## User reviews Overall rating 4.8 Based on 22 reviews Filter by rating 5(18) 4(3) 3(1) 2(0) 1(0) Mentioned topic Sorted by most recent SK Shahana K. Manager Software Engineering Information Technology and Services ### "The best product for ETL " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 9/10 July 23, 2025 We’ve been able to seamlessly run robust ETL applications on Amazon EMR clusters, while monitoring detailed metrics for each task and instance. Pros Gathr.ai’s data pipelining product has helped our team seamlessly ingest petabyte-scale data and configure custom ETL applications. We could easily drag and drop components to build ETL applications – saving both time and effort. Cons There is not much to dislike about the product. Sometimes I wish they would update the documentation more frequently. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. VS Vedansh S. Software Engineer Information Technology and Services ### "Built for operationalization, not just exploration " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 17, 2025 Gathr.ai has allowed us to build and maintain production-grade pipelines that don’t require ongoing patchwork. It has improved reliability and reduced turnaround times when pushing updates or scaling usage. Pros Gathr.ai isn’t just a prototyping tool—it supports the full lifecycle, including experimentation, testing, deployment, monitoring, and maintenance. This has made it easier to sustain and scale AI and analytics use cases once they go live. Cons It’s been well-aligned with the operational requirements of our business. We haven’t encountered any blockers so far. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. YM Yash M. Software Engineer Information Technology and Services ### "Built for real-world data environments " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 9, 2025 It has enabled us to move away from patchwork scripting and manual maintenance. We now have more predictable, auditable pipelines feeding our analytics and AI workflows, with significantly less downtime. Pros It handles diverse data modalities with ease, even when the source systems are inconsistent. That has helped us normalize and standardize inputs without creating more pipelines or duplicating work. Cons The platform has held up well under complex conditions also. It’s been dependable across all the scenarios. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SJ Shanvi J. Associate Software Engineer Information Technology and Services ### "Makes unstructured data first-class" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 June 6, 2025 Gathr.ai has helped us move beyond traditional structured reporting to explore insights from qualitative sources. This has opened up new possibilities, especially in customer-facing functions. Pros Gathr.ai doesn’t treat unstructured data as an afterthought. It’s been easy to incorporate call transcripts, support tickets, and other text into our analysis pipelines. Cons Nothing worth noting- we've had great success using it with a variety of data types. Honestly, the extensive support is remarkable. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. MP Mamlesh P. Module Lead Software Engineer Information Technology and Services ### "Unified handling of structured and unstructured data" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 6, 2025 We used to run separate workflows for text-heavy and tabular data. Gathr.ai helped us unify that effort, saving time and enabling richer use cases like customer 360 and support analytics. Pros It allows us to work with structured data like ERP tables alongside unstructured sources like PDFs and logs in a single flow. That’s been a major enabler for our analytics, end-to-end. Cons Nothing significant, really. It integrates really well with our diverse data landscape without any issues. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AM Aditya M. Lead Software Engineer Information Technology and Services ### "Unified and effortless data processing" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 5, 2025 We had data scattered across sources and systems. With Gathr.ai, we orchestrated end-to-end pipelines, extracting structured information, transforming it, and combining with other datasets. This helped us unify fragmented data and accelerate analytics across multiple business functions. Pros Made it easy to ingest and process large volumes of structured and unstructured data—from databases like Oracle and HBase to docs and PDFs. It handled diverse data formats efficiently and streamlined transformations with a low-code interface and built-in operators. Cons While Gathr.ai offers a solid set of built-in connectors, one of our sources didn’t have native support. The team helped us build a custom connector quickly, so integration remained seamless. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SG siddharth g. Senior Big Data Developer Information Technology and Services ### "Simplified data transformation for GenAI success" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 June 5, 2025 Most data processing tools lack the versatility and capabilities for GenAI use cases. But with Gathr.ai, we were able to readily build and manage multiple GenAI solutions. For instance, we’ve seamlessly leveraged data from Snowflake, CRM systems, and internal policy documents (brand guidelines, campaign SOP, and communication best practices), to create AI-driven, contextualized outreach campaigns. Pros When we started to prep our data for GenAI use cases, we faced many challenges. We needed a solution that could help us work with our structured and unstructured data at scale. We used Gathr.ai on a pilot basis, and it just clicked. With Gathr.ai’s ready-to-use connectors, GenAI building blocks, and low-code/no-code UI, we have successfully built and scaled multiple GenAI applications. Cons On the technology front, Gathr.ai is easily one of the most advanced and versatile products in the market today. So, no major complaints there. The only minor issue they can work on is providing more native connectors so that we don’t have to build new connectors from scratch in certain cases. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. RS Rishi S. Associate Software Engineer Information Technology and Services ### "Improved time-to-insight across business units" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 5, 2025 It’s helped us eliminate fragmented workflows across marketing, sales, and operations. We’re able to ship analytics faster, with clearer definitions and a consistent understanding of data across teams. Pros Gathr.ai streamlines real-time ingestion, transformation, and metadata management—helping us maintain fresh, reliable data at all times. This has been essential for time-sensitive use cases like campaign analytics and operational alerts. Cons Nothing stands out—it’s been effective across our analytics and AI use cases. Its been incredible and flexible across the board. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SP Sohil P. Associate Software Engineer Information Technology and Services ### "Good fit for cross-functional data teams " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 June 4, 2025 We’ve consolidated redundant pipelines and aligned teams around reusable data products. This has reduced rework and improved visibility into how data is actually used across departments. Pros The platform supports seamless handoffs across data engineering, AI, and analytics teams. Everyone gets a single view of the problem domain, while each user can still work in their preferred way. Cons It’s been flexible across the board. No major friction points in our experience till now and we are successfully developing data pipelines Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SK Samruddhi K. Associate Software Engineer Computer Software ### "Gathr - Experience" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 May 16, 2025 It’s great to be able to compose freely and engineer data flows the way we want. Also like the fact that we can mix built-in and custom logic. Helps us deploy faster, while maintaining full control. Pros Gathr.ai has given us complete flexibility to customize our data pipeline behaviors, and control flows, triggers, and runtime decisions. Plus, we can manage our lifecycles and deployments entirely via APIs. Cons So far so good! Our team plans to try out more functionalities in the coming weeks. Looking for some more in-depth demos/tutorials, will reach out to the support team and see how it goes. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. KM Kunal M. Associate software Engineer Business Supplies and Equipment ### "Gathr.ai Review" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 May 15, 2025 We’ve used it to scale data operations across business units without duplicating effort. It’s helped us roll out new pipelines and analytics use cases faster across the enterprise. Pros Unlike many tools that work fine in POCs but fall short at scale, Gathr.ai was clearly built for real-world use. It has held up well as our data and use cases have expanded. Cons No blockers to date. It’s been easy to scale both technically and across the organization. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AP Aneesh P. Software Engineer Information Technology and Services ### "Handles enterprise-scale workloads reliably " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 May 15, 2025 Gathr.ai gives us confidence in scaling critical pipelines to production without compromising SLAs or stability. This has helped us reduce late-stage surprises during deployment. Pros The platform handles heavy, mixed workloads—batch and real-time—without degrading performance. It’s been reliable during high-traffic periods and seasonal peaks Cons So far, it has delivered consistently under load. No complaints on this front. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AA Akash A. Software Engineer Computer Networking ### "- Built for real-world scale, not just prototypes" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 0.0 0.0 Likelihood to Recommend 7/10 May 13, 2025 Pros Unlike many tools that work fine in POCs but fall short at scale, Gathr.ai was clearly built for real-world use. It has held up well as our data and use cases have expanded. Cons No blockers to date. It’s been easy to scale both technically and across the organization. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SM Sayeed M. Senior Software Engineer Information Technology and Services ### "Easy to build pipelines with NL support " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 May 9, 2025 Gathr.ai is helping my team save a lot of engineering effort. By using NL to perform complex data transformation tasks, we’ve been able to expedite pipeline building for multiple downstream use cases. Pros Love that I can use simple, natural language prompts to search for relevant data assets, transform data, and even build pipelines. Cons Not really a lot of negatives so far. Been using Gathr.ai on a daily basis for 2+ years and still going strong. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. FK Farheen k. Associate Software Engineer Information Technology and Services ### "Keeps our pipelines resilient " 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 May 9, 2025 With fewer pipeline failures and shorter debugging cycles, we can spend more time innovating and tackling certain use cases we didn’t have time for earlier. Also, reduces manual efforts of creating Data pipelines. Pros Before working with Gathr.ai, we had every kind of data issue—drift, late events. Gathr made our pipelines resilient without overengineering. Easy to create data engineering pipelines. Cons No deal breakers yet. There's could be more learning material available online though. Session connection can be made more faster without frequent disruption. There must be more learning videos so it will be easier to interact with Gathr.ai for a new user in a team. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SC Shubham C. Software Enginer Defense & Space ### "Gathr Reveiw" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 3.0 3.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 May 9, 2025 If I am talking about my experience, it has been good. It has helped us significantly reduce development effort and time. Pros The platform handles heavy, mixed workloads—batch and real-tie. It’s been reliable during for a large data. It provide a no-code platform. Cons Although the platform is good, it degrades some performance compared to directly writing code in Spark. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. KS Khilan Singh L. Module Lead Information Technology and Services ### "BDATeam developers " 3.0 Overall Rating 3.0 3.0 Ease of Use 4.0 4.0 Features 3.0 3.0 Customer Service 3.0 3.0 Likelihood to Recommend 6/10 May 9, 2025 It provides the plateform to create the spark job very easily and we don't have to worry about monitoring and much validation., Pros We don't have to Monitor all the spark jobs, and it provide central storage it all stored. Cons It is very inconsistent, sometimes it works and sometimes it doesn't. Deployment of the pipeline from one ENV to another ENV is very difficult and paraller user working is not supported. There is no way to take diff from two version of same pipeline. There is no option to perform the regration testing or automatic test cases. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. BQ Bilal Q. Lead Software Engineer Information Technology and Services ### "Low code no code functionality for creating high data rate pipelines." 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 April 11, 2025 We are creating complex solution for the big data problems like correlation and aggregation on big data with large dataset and with 250+ columns. Pros Creating pipelines for Big data system is simple with drag and drop feature Cons Creating dynamic pipeline based on dynamic data in source is very difficult. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AP Abhinav P. Software Engineer Information Technology and Services ### "Impressive data integration capabilities " 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 April 9, 2025 Gathr has helped free us from time-consuming, tedious, manual plumbing work across data integration, pipeline orchestration and maintenance. We are now able to focus more on analytics and uncovering insights. Pros Gathr’s data integration capabilities are outstanding. Three things that stood out for me and my team: #1 Handles both batch and streaming data at any scale. #2 Tracks data lineage in real-time, with visibility into each transformation step. #3 Offers an easy-to-use, drag-and-drop UI with built-in operators for smooth data preparation. Cons Even though the ingestion and integration process are smooth, setting up custom connectors requires a bit of additional effort. Also, if Gathr provided more templates, it would help analysts develop applications faster. Although, both are minor issues and not deal breakers! Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AD Akash D. Module Lead Information Technology and Services ### "A robust tool for integrating and preparing data" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 December 26, 2024 Our team used to spend lot of time building and maintaining data workflows, which was less than ideal. With Gathr.ai we are able to harness our data the way we want to, reduce development time, and spend less cycles on fixing issues and maintaining pipelines. Same team is now focussing more on analytics and new-age AI initiatives. Pros Gathr.ai excels in handling large datasets and complex data workflows. Its ability to integrate and prepare data for analytics is second to none - not only it's super simple, but the pipelines have been running in prod, processing TBs of batch and real-time data on a daily basis, without any issues and performance bottlenecks. Cons So far, we haven’t found anything to complain about. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. RP Ravindra P. Lead Software Engineer Information Technology and Services ### "Simple intuitive visual interface for data engineering" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 9/10 December 26, 2024 It has streamlined our efforts required for building data pipelines significantly. Tasks that used to take months are now completed in days, boosting the overall productivity and saving us valuable time, resources and opportunity cost. Pros The intuitive visual interface is a game-changer for building data pipelines. It simplifies what used to be a tedious process, allowing us to design and deploy workflows much faster without complex coding. Cons Haven’t faced any real drawbacks so far. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. NP Nikesh P. Senior Lead Software Engineer Information Technology and Services ### "Exceptional Real-Time Analytics Platform" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 4.0 4.0 Likelihood to Recommend 10/10 December 6, 2024 Gathr’s seamless handling of both batch and streaming data is truly unparalleled. Its in-built machine learning capabilities enable us to build regression models effortlessly, delivering deeper insights into customer behavior and enhancing our analytical capabilities. Pros Gathr’s ability to handle both batch and streaming data seamlessly is unparalleled. The in-built machine learning capabilities allow us to build regression models quickly, providing deeper insights into customer behavior. Cons The UI could be slightly more customizable to suit specific workflows, but it doesn’t detract much from the overall experience. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. 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