Composable DataOps Platform vs. Narrative Comparison


Composable DataOps Platform Composable Analytics	Narrative	+	+
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Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud. 68 Ratings Visit Website SCIKIQ SCIKIQ is an AI-native Data & Intelligence Platform designed to help enterprises make their data trusted, governed, connected, and ready for AI in weeks rather than years. Recognized by Forrester, NASSCOM League of 10, YourStory Tech30, Inc42, and DataIQ, SCIKIQ supports enterprises across the USA, India, UK, and UAE. SCIKIQ brings together Data Integration, Data Quality, Data Governance, Metadata Management, Data Lineage, Semantic Intelligence, Knowledge Graphs, Conversational Analytics, Generative AI, Data Products, and AI Agents within one unified platform. 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AI teams gain trusted, contextual enterprise data for building Generative AI applications, copilots, and intelligent AI agents. Why Enterprises Choose SCIKIQ AI-ready in 3–6 weeks \| 200+ connectors \| 99.9% availability \| No-code \| Multi-cloud \| No vendor lock-in \| No replatforming SCIKIQ has production deployments across industries including manufacturing, retail, aviation, logistics, BFSI, healthcare, and other data-intensive enterprises. 14 Ratings Visit Website DataBuck DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. 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DataHub Cloud is a modern metadata platform with REST and GraphQL APIs that optimize performance for complex queries, essential for AI-ready data management and ML lifecycle support. 10 Ratings Visit Website Semarchy xDM Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications. 64 Ratings Visit Website D&B Connect Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. 189 Ratings Visit Website AnalyticsCreator AnalyticsCreator is a metadata-driven design application for data warehouse automation and data product engineering across the Microsoft data stack. At its core is the AnalyticsCreator Governed Control Model, which keeps business meaning, data structures, transformation rules, dependencies and technical implementation connected in one controlled project model. Data teams design the required architecture in AnalyticsCreator, then generate native Microsoft assets from that design. Generated assets can include SQL Server objects, SSIS packages, Azure Data Factory pipelines, Microsoft Fabric components, deployment artefacts and Power BI semantic models. AnalyticsCreator supports dimensional, 3NF and hybrid modelling approaches together with ingestion, transformations, delta loading, historisation, Slowly Changing Dimensions, snapshots and repeatable data-processing patterns. Changes made in the model can be propagated across dependent project assets, while lineage, documentation and impact analysis remain connected to the underlying design. 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About Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.	About Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.
Platforms Supported Windows Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Data professionals needing to architect and build data-intensive applications	Audience Data commerce platform for companies wanting to buy and sell data
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $8/hr - pay-as-you-go Free Version Not Supported Free Trial Not Supported	Pricing $0 Pricing is based on data transacted, processed, transferred, and stored. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.8 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros I’ve been working with Composable Analytics for the past year. As a Senior Systems Analyst/Developer with 25 years experience in the Life Insurance Industry, I can 100% say it’s the best ETL (Extract-Transform-Load) tool that I’ve ever worked with and it has brilliant WEB based applications to host complex Life Insurance Admin applications. Here are my thoughts and observations: • Excellent Data Transformation Application using: o App Management Portal o App Monitoring Portal o Dataflow Manager • Excellent Rules and App Definition facility using the App Management Portal o Allows for Easy Rules Updates o Allows for Easy App Definition Updates o Controls Document Creation, Trigger, Sign and Merge o Very Intuitive • Monitoring Portal brings data to life with excellent features such as: o Application Info o Document Types (Variable and Triggers) o Generated Documents o Evidence Gathering o Workflow History o Evidence Reporting o Decision Scorecard • Dataflow Manager o Allows you to create dataflows that run in real-time with amazing debugging capabilities o Past Runs logging feature allows you to debug any application any time o Native Modules are comprehensive and easy to use o Allows for individual styles o PDF Stamper/Merger is amazing o Works very well with JSON, CSV, SQL, C# etc o Endless Possibilities • Composable Staff o Knowledge Transfer has been superb o Very Friendly and Knowledgeable o Always willing to listen to suggestions and build new functionality:  New Native Module to Extract Metadata from PDF file  New Native Module to override PDF Form Fields attributes during Stamping  Adding a Multi-Conditional Native Module • Integration o Easily integrates with other Systems using WEB calls o Passes data in easy to use formats such as JSON, XML o Works with Internal and External Vendors Composable easily integrated with the broad set of technologies and data sources I work with. The platform greatly enhanced my capabilities around automating data pipelines, web application development, and many other tasks. The Composable team is approachable, provides expert support, and can adapt their platform to meet specific needs of their customers. The development interface is easy to learn and use. Composable is a versatile platform for data analysts that provides many functions ranging from integration with hundreds of data sources to creation of visual data orchestration (data flow) pipelines with built in analytics and visualization capabilities. Composable has a user-friendly interface that acts as a collaborative platform that enables data analysts, scientists and engineers to work more efficiently and effectively. Robust platform with many features and capabilities for building out end-to-end systems. Composable is truly an "integrated development environment" for data engineers and software developers. You can build the solution which can interact with old legacy application like Mainframe DB2 or with modern technologies like Salesforce, AWS very easily. Its most powerful platform where you can support the customer needs with variety of solutions. Cons While I love everything Composable has to offer, from a developer perspective I would love to use a Multi-Conditional Branch/If-Else module to improve development time for Dataflows. There are no obvious downsides to note. I continue to be impressed with the steady expansion of documentation and function of the platform. Composable is extremely straightforward to learn and use. Truthfully, no cons to report - it's an amazing tool for a technical data analyst. We faced challenge with documentation as we started using Composable, though it looks like Composable support team has now built up extensive help documentation for beginners. However the support team is very knowledgeable and is always available to help so you never get stuck with problem due to no help documentation. Also, Composable platform creates its own documentation as you keep building different solutions. As an example when you are trying to use some new function or module within your solution then platform provides sample code that has ben using same function/module, if that module is used in some other solution.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Not Supported
Company Information Composable Analytics United States composable.ai	Company Information Narrative United States www.narrative.io
Alternatives Databricks	Alternatives BDEX
Google Cloud BigQuery Google	CoolCroco Ahmet Yüksek
TIMi	Revelate
Teradata VantageCloud Teradata	Databricks
IBM Cognos Analytics IBM View All	Snowflake View All
Categories Artificial Intelligence Supported Business Intelligence Supported Data Analysis Supported Data Catalog Supported Data Cleansing Supported Data Discovery Supported Data Engineering Supported Data Intelligence Supported Data Science Supported DataOps Supported ETL Supported Machine Learning Supported Marketing Analytics Supported Master Data Management Supported	Categories Big Data Supported Data Catalog Supported Data Collaboration Supported Data Deduplication Supported Data Discovery Supported Data Exchange Supported Data Lake Supported Data Management Supported Data Marketplaces Supported Data Matching Supported Data Monetization Supported Data Pipeline Supported Data Science Supported Data Warehouse Supported Database Supported Identity Resolution Supported Virtual Data Room Supported
Data Discovery Features Contextual Search Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Supported Sensitive Data Identification Supported Visual Analytics Supported Data Science Features Access Control Supported Advanced Modeling Supported Audit Logs Supported Data Discovery Supported Data Ingestion Supported Data Preparation Supported Data Visualization Supported Model Deployment Supported Reports Supported Show More Features Artificial Intelligence Features Chatbot Not Supported For eCommerce Not Supported For Healthcare Not Supported For Sales Supported Image Recognition Supported Machine Learning Supported Multi-Language Supported Natural Language Processing Supported Predictive Analytics Supported Process/Workflow Automation Supported Rules-Based Automation Supported Virtual Personal Assistant (VPA) Supported Business Intelligence Features Ad Hoc Reports Supported Benchmarking Supported Budgeting & Forecasting Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Not Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Supported Trend / Problem Indicators Supported Visual Analytics Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Supported Statistical Modeling Supported Text Analytics Supported Data Cleansing Features Address/ZIP Code Cleaning Supported Charting Supported Data Consolidation / ETL Supported Data Mapping Supported Multi Data Format Support Supported Phone/Email Validation Supported Raw Data Ingestion Supported Sample Testing Supported Validation / Matching / Reconciliation Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Supported Visualization Supported Marketing Analytics Features A/B Testing Supported Campaign Management Supported Channel Attribution Supported Customer Journey Mapping Supported Dashboard Supported Performance Metrics Supported Predictive Analytics Supported ROI Tracking Supported Social Media Metrics Supported Website Analytics Supported Master Data Management Features Data Governance Supported Data Masking Supported Data Source Integrations Supported Hierarchy Management Supported Match & Merge Supported Metadata Management Supported Multi-Domain Supported Process Management Supported Relationship Mapping Supported Visualization Supported	Data Discovery Features Contextual Search Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Supported Sensitive Data Identification Supported Visual Analytics Supported Data Science Features Access Control Supported Advanced Modeling Not Supported Audit Logs Not Supported Data Discovery Supported Data Ingestion Supported Data Preparation Supported Data Visualization Not Supported Model Deployment Not Supported Reports Not Supported Show More Features Big Data Features Collaboration Supported Data Blends Supported Data Cleansing Supported Data Mining Not Supported Data Visualization Not Supported Data Warehousing Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Not Supported Templates Not Supported Data Management Features Customer Data Not Supported Data Analysis Not Supported Data Capture Not Supported Data Integration Supported Data Migration Not Supported Data Quality Control Supported Data Security Not Supported Information Governance Not Supported Master Data Management Not Supported Match & Merge Supported Data Warehouse Features Ad hoc Query Supported Analytics Not Supported Data Integration Supported Data Migration Supported Data Quality Control Supported ETL - Extract / Transfer / Load Supported In-Memory Processing Not Supported Match & Merge Supported Database Features Backup and Recovery Supported Creation / Development Supported Data Migration Not Supported Data Replication Not Supported Data Search Supported Data Security Supported Database Conversion Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Supported Performance Analysis Not Supported Queries Supported Relational Interface Not Supported Virtualization Not Supported Virtual Data Room Features Anonymity Management Not Supported Audit Trail Not Supported Collaboration Supported Data Protection Supported Data Storage Management Supported Document Tagging Not Supported Due Diligence Management Not Supported Procurement Management Supported Project Management Supported Role-Based Permissions Supported Secure Preview Supported
Integrations Adobe Marketo Engage Supported Amazon Redshift Supported Amazon S3 Not Supported Amazon Web Services (AWS) Supported Anaplan Supported Azure Data Lake Storage Supported Azure Marketplace Supported BIGDBM Not Supported Domo Supported Facebook Ads Not Supported Hadoop Supported IBM Db2 Supported Meta Ads Not Supported Microsoft Azure Supported PostgreSQL Supported SQL Server Supported Salesforce Supported Snowflake Supported Tableau Supported The Trade Desk Not Supported Show More Integrations View All 15 Integrations	Integrations Adobe Marketo Engage Not Supported Amazon Redshift Not Supported Amazon S3 Supported Amazon Web Services (AWS) Not Supported Anaplan Not Supported Azure Data Lake Storage Not Supported Azure Marketplace Not Supported BIGDBM Supported Domo Not Supported Facebook Ads Supported Hadoop Not Supported IBM Db2 Not Supported Meta Ads Supported Microsoft Azure Not Supported PostgreSQL Not Supported SQL Server Not Supported Salesforce Not Supported Snowflake Not Supported Tableau Not Supported The Trade Desk Supported Show More Integrations View All 5 Integrations
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