Alternatives to Solid
Compare Solid alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Solid in 2026. Compare features, ratings, user reviews, pricing, and more from Solid competitors and alternatives in order to make an informed decision for your business.
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Codd AI
Codd AI
Codd AI solves one of the biggest problems in analytics: making data truly business-ready. Instead of teams spending weeks manually mapping schemas, building models, and defining metrics, Codd uses generative AI to automatically create a context-aware semantic layer that aligns technical data with your business language. That means business users can ask questions in plain English and get accurate, governed answers instantly—through BI tools, conversational AI, or any endpoint. With governance and auditability built in, Codd makes analytics faster, clearer, and more trustworthy. Codd AI ingests both technical metadata from your database, as well as business rules and logic to use AI to auto-generate the most comprehensive semantic layer. This semantic layer is embedded in an intelligent query agent to power natural language (NLP) conversational analytics or power traditional BI toolsStarting Price: $25k per year -
2
Beye
Beye
Beye is an AI-native generative business intelligence platform that ingests and auto-cleans raw data from spreadsheets, ERPs, and cloud apps, into unified, AI-optimized dataverses in weeks rather than months. Its generative BI agent auto-builds your first data model and starter dashboards around your specific use case, applying metadata and semantic layers, measure creation, and data preparation without manual effort. Business users, managers, and executives can ask questions in plain English, no SQL or dashboard navigation required, to receive instant, high-fidelity analytics, contextualized insights, and root-cause explanations with traceable queries. It integrates seamlessly with SAP, Snowflake, Salesforce, NetSuite, and over 50 additional sources, supports collaborative channels and custom metrics, and validates answers through AI-driven workflows. -
3
Magnitude Angles
Magnitude
Empower your business to answer the questions that matter most with self-service operational analytics and ready-to-run business reports across core processes. What if there was a way to really understand what’s going on in your organization? A way to not only report on events, but to react in real time to insights surfaced from deep within your supply chain, finance, manufacturing and distribution processes? Change the way you respond to the ever-shifting business landscape. Magnitude Angles helps you uncover insights previously locked deep in your SAP or Oracle ERP system and streamlines the data analysis process. Traditional BI tools understand rows, tables, and columns, but they have no concept of materials, orders, or cash. Angles is built on top of a context-aware, process-rich business data model that translates complex ERP data architectures into self-service business analytics, putting data closer to decision and helping turn data into insight, and insight into action. -
4
1Platform
Polestar Analytics
1Platform is a data engineering, analytics, and AI/ML platform that helps organizations unify, prepare, and analyze data to generate business-ready intelligence and automated insights; it blends advanced data engineering with generative AI, autonomous agents, and business intelligence capabilities so enterprises can move from raw data to measurable outcomes and strategic decisions. It supports end-to-end data workflows, including data orchestration, analytics plays, AI assistants (agentic and generative), and pre-built machine learning models that accelerate insights across sales, supply chain, finance, and operations while making data governance, integration, and readiness easier. Polestar’s ecosystem also includes tools for AI-led decision support and analytics dashboards, and it emphasizes scalable, cloud-ready infrastructure that connects with major hyperscalers and partners like Databricks to build an AI-ready data foundation. -
5
Nora
Nora
Nora is described as a “deep reasoning agent” built for software development with a special focus on Web3 stacks. The platform supports major smart-contract languages like Solidity, Move, Cairo, and Rust and adapts to their execution models and semantics. It is compiler- and VM-aware by design: it understands bytecode generation, control flow, instruction-level transformations, and custom runtime environments (EVM, WASM, etc.). Its debugging and validation capabilities are context-aware, enabling it to identify subtle bugs, unintended state behaviors, and architectural bottlenecks across complex codebases. Nora also aims to accelerate the path from idea to product by assisting teams with core module development, interface wiring, integration testing, deployment logic, and maintaining architectural integrity, helping reduce context-switching and speed up Web3 productization.Starting Price: $29 per month -
6
QuickLaunch Analytics
QuickLaunch Analytics
QuickLaunch Analytics is an enterprise data analytics platform that helps organizations turn fragmented data from ERP, CRM, financial, HR and operational systems into a unified, governed analytics ecosystem with faster, business-ready insights; rather than building analytics infrastructure from scratch, it provides a Foundation Pack that includes automated data pipelines, a cloud-native data lakehouse and Power BI semantic models so raw enterprise data can be integrated, cleaned, and governed for analytics, and Application Packs that layer pre-built, application-specific intelligence and production-ready semantic models tailored to systems like JD Edwards, Viewpoint Vista, NetSuite, Salesforce and others to decode complex data structures into business-friendly metrics and dashboards; the platform accelerates time-to-insight from months/years to weeks with standardized metrics and reports, supports cross-application analysis and self-service BI, and uses modern technologies. -
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Informatica PowerCenter
Informatica
Embrace agility with the market-leading scalable, high-performance enterprise data integration platform. Support the entire data integration lifecycle, from jumpstarting the first project to ensuring successful mission-critical enterprise deployments. PowerCenter, the metadata-driven data integration platform, jumpstarts and accelerates data integration projects in order to deliver data to the business more quickly than manual hand coding. Developers and analysts collaborate, rapidly prototype, iterate, analyze, validate, and deploy projects in days instead of months. PowerCenter serves as the foundation for your data integration investments. Use machine learning to efficiently monitor and manage your PowerCenter deployments across domains and locations. -
8
TextQL
TextQL
The platform indexes BI tools and semantic layers, documents data in dbt, and uses OpenAI and language models to provide self-serve power analytics. With TextQL, non-technical users can easily and quickly work with data by asking questions in their work context (Slack/Teams/email) and getting automated answers quickly and safely. The platform also leverages NLP and semantic layers, including the dbt Labs semantic layer, to ensure reasonable solutions. TextQL's elegant handoffs to human analysts, when required, dramatically simplify the whole question-to-answer process with AI. At TextQL, our mission is to empower business teams to access the data that they're looking for in less than a minute. To accomplish this, we help data teams surface and create documentation for their data so that business teams can trust that their reports are up to date. -
9
ZinkML
ZinkML Technologies
ZinkML is a zero-code data science platform designed to address the challenges faced by organizations in leveraging data effectively. By providing a visual and intuitive interface, it eliminates the need for extensive coding expertise, making data science accessible to a broader range of users. ZinkML streamlines the entire data science lifecycle, from data ingestion and preparation to model building, deployment, and monitoring. Users can drag-and-drop components to create complex data pipelines, explore data visually, and build predictive models without writing a single line of code. The platform also offers automated feature engineering, model selection, and hyperparameter tuning, accelerating the model development process. Moreover, ZinkML provides robust collaboration features, enabling teams to work together seamlessly on data science projects. By democratizing data science, we empower companies to extract maximum value from their data and drive better decision-making. -
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Subconscious.ai
Subconscious.ai
Subconscious.ai is a causal market research platform that enables users to conduct experiments, simulate respondents, and analyze results equivalent to the most well-replicated human studies. The platform features a synthetic respondent engine with a population of 127 million digital twins, generated from data of 800 million human respondents and validated against a century of economics, psychology, and sociology experiments . Users can simulate full user journeys in seconds without integration, analyzing websites to identify key drivers transitioning users from awareness to purchase. The platform employs a cyclical approach, alternating between quantitative analysis, qualitative insights, and human validation, central to its RLHF strategy for developing a human-level language model . Subconscious.ai also offers data augmentation by generating synthetic consumers to enrich datasets, enhancing insights and decision-making capabilities. -
11
Lume
Lume
Integrate AI-powered data mapping into your systems. Never spend time wrangling data again. Lume platform gives you visibility and management over all of your data pipelines and mappings. Review, edit, and deploy data mappers in seconds, and use them indefinitely. Onboard more customers and partners faster by ingesting their unique data in seconds. Normalize messy data that is different between all the legacy data systems you are ingesting. Build hundreds of data pipelines immediately, reading from and writing to any source and any destination models. Detect changes to your source data or target models, and automatically re-transform the data to adapt to the new models. Handle complex data mappings with ease by enabling your teams to transform data leveraging AI. -
12
Align AI
Coxwave
Discover. Analyze. Optimize. Use Align AI's intuitive semantic search to effortlessly sift through conversational data. Just type 'find me conversations where...' and let our engine do the rest. Meet Columbus, your intelligent data co-pilot. Columbus analyzes conversations, highlights key trends, and even recommends which dialogues deserve your attention. Armed with these insights, take data-driven actions to enhance user engagement and build a smarter, more responsive AI product. Columbus not only tells you what's happening but also suggests how to make it better. -
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Databricks Data Intelligence Platform
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
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impaction.ai
Coxwave
Discover. Analyze. Optimize. Use [impaction.ai]'s intuitive semantic search to effortlessly sift through conversational data. Just type 'find me conversations where...' and let our engine do the rest. Meet Columbus, your intelligent data co-pilot. Columbus analyzes conversations, highlights key trends, and even recommends which dialogues deserve your attention. Armed with these insights, take data-driven actions to enhance user engagement and build a smarter, more responsive AI product. Columbus not only tells you what's happening but also suggests how to make it better. -
15
Corvic.ai
Corvic.ai
Corvic’s advanced enterprise data platform accelerates your roadmap with explainable analysis and proven results. Corvic connects to your multi‑modal data, including documents, images, tables, graphs, time series, and more, and transforms it into actionable multi‑space insights. When you ask Corvic a question, it orchestrates an adaptive workflow tailored to each query, combining operations like ML compute, semantic retrieval, graph AI, OLAP analytics, and generative inference. RAG stops where data complexity starts, Corvic goes beyond by supporting complex data types, enabling richer cross‑structured insights, and reaching depths that standard RAG cannot. From data to decisions, Corvic retrieves, analyzes, and predicts outcomes to provide a deeper, actionable understanding. Enhanced accuracy comes from intelligently linking data to overcome hallucination challenges typical of RAG‑based solutions. -
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Plexe AI
Plexe AI
Plexe AI is a no-code/low-code machine-learning platform that allows users to build, train, and deploy predictive models simply by describing what they want in plain language. You connect your data or upload a dataset, then type your intent, such as “predict customer churn” or “recommend products based on purchase history”, and the system handles everything from preprocessing and feature engineering to model selection, evaluation, and deployment as an API endpoint. With seamless integrations into your existing infrastructure, provider-agnostic support for different LLMs and frameworks, and an open source Python SDK for deeper control, Plexe AI significantly reduces the time and complexity of turning raw data into production-ready ML applications. Trusted by early adopters, the platform is designed to democratize machine learning development and accelerate value from data. -
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C1 Elly
C1
C1 Elly is the only fully managed generative AI platform that safely activates the full potential of your enterprise data to accelerate your time-to-automation impact. We deliver everything from data readiness to continuous improvement, crafting safe AI solutions built to enhance both customer and employee experiences that drive real value for your business. Accelerate your AI journey with a free analysis to uncover impactful automation opportunities. Streamlined data access and meticulous curation build a foundation for a robust and clean data architecture. Guardrails safeguard your data against hallucinations to ensure reliable and precise answers every time. AI experts maximize your return on investment through deployment, ongoing optimization, and oversight. Streamlined data access and meticulous curation build a foundation for a robust and clean data architecture. We build a clean and accurate foundation through data curation, pre-processing, and governance. -
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Complyon
Complyon
We help, You comply. Make compliance an asset and improve your business through Complyon’s governance, compliance and risk management software. Our tools ensure your compliance. Data mapping Reuse, optimize and connect your dataflows to save time and secure your information. Reporting. Generate up-to-date and protocol-ready reports in seconds, covering everything from systems to risks. Decentralizing compliance. A central platform allows your compliance to be trusted by management, while being simple to update, validate and administrate. Improve your compliance with our tailor-made workflows. Central governance. Central governance and business unit input provides all the right data to secure compliance for GDPR and other regulations you need to abide by. Data flow analysis. Understand the complete overview of your data through the interconnection of activities, systems and processes, including everything from third parties and policies to legal basis and retention rules. -
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Predactiv Data Platform
Predactiv
The Predactiv Data Platform is an AI-driven unified data platform that combines advanced artificial intelligence, proprietary real-time behavioral datasets, and scalable data science capabilities to help organizations ingest, enrich, analyze, and activate data for actionable insights, audience creation, predictive modeling, and cross-channel data activation. It enables seamless data onboarding from any source, validation, and unification into a compliant foundation, and transformation into enriched datasets that reveal consumer intent, behavior, and predictive signals using AI-powered embeddings and agentic orchestration features. With its proprietary global digital behavioral and purchase data, the platform offers a 360-degree view of consumers that supports real-time insights and high-precision audience segments for marketing, advertising, and strategic decision-making, allowing brands and agencies to identify and target potential customers based on behavior. -
20
BroadPeak
BroadPeak Partners
BroadPeak is a low-code data integration solution purpose-built for energy and commodity trading firms. It connects exchanges, E/CTRMs, trading platforms, and legacy systems through pre-built adapters and customizable templates, removing friction from data integration. With global exchange and broker connectivity, BroadPeak delivers real-time, validated, and structured data enterprise-wide. It integrates feeds from exchanges, brokers, and internal systems, ensuring trading, risk, and compliance teams work from a single, consistent view of information. This reduces errors, streamlines reporting, and strengthens surveillance, and risk management. BroadPeak's feed-agnostic data platform allows clients to capture, structure, and deliver enterprise-ready trade data solutions. Whether managing trade capture, position limits, or trade surveillance, BroadPeak simplifies connectivity, enhances transparency, and enables faster, more confident trading, risk, and compliance decisions. -
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PI.EXCHANGE
PI.EXCHANGE
Easily connect your data to the engine, either through uploading a file or connecting to a database. Then, start analyzing your data through visualizations, or prepare your data for machine learning modeling with the data wrangling actions with repeatable recipes. Get the most out of your data by building machine learning models, using regression, classification or clustering algorithms - all without any code. Uncover insights into your data, using the feature importance, prediction explanation, and what-if tools. Make predictions and integrate them seamlessly into your existing systems through our connectors, ready to go so you can start taking action.Starting Price: $39 per month -
22
Anzo
Cambridge Semantics
Anzo is a modern data discovery and integration platform that lets anyone find, connect and blend any enterprise data into analytics-ready datasets. Anzo’s unique use of semantics and graph data models makes it practical for the first time for virtually anyone in your organization – from skilled data scientists to novice business users – to drive the data discovery and integration process and build their own analytics-ready datasets. Anzo’s graph data models provide business users with a visual map of enterprise data that is easy to understand and navigate, even when your data is vast, siloed and complex. Semantics add business content to data, allowing users to harmonize data based on shared definitions and build blended, business-ready data on demand. -
23
Solid
Solid
Solid is an AI-powered full-stack app builder that enables both technical and non-technical users to create, customize, and launch production-ready web applications, just as easily as making a TikTok. Unlike lightweight tools like Lovable or Base44 that generate superficial front-end facades, Solid delivers a complete, extendable codebase: a Node.js backend with Prisma ORM, a React + TypeScript frontend, and a seamlessly connected database, just like what professional developers use. You can import toy projects built with Lovable/Base44 and instantly transform them into robust, real apps that are scalable, transparent, and transferable. Solid supports deep customization; you own every layer (frontend, backend, data), allowing you to add complex business logic, REST or GraphQL APIs, and integrations effortlessly. It generates high-quality, inspectable code you can deploy anywhere, from Solid’s platform to your cloud, without vendor lock-in. -
24
Osmos
Osmos
With Osmos, your customers can easily clean their messy data files and import them directly into your operational system without writing a line of code. At the core, we have an AI-powered data transformation engine that enables users to map, validate, and clean data with only a few clicks. Your account will be charged or credited based on the percentage of the billing cycle left at the time the plan was changed. An eCommerce company automates ingestion of product catalog data from multiple distributors and vendors into their database. A manufacturing company automates the data ingestion of purchase orders from email attachments into Netsuite. Automatically clean up and reformat incoming data to match your destination schema. Never deal with custom scripts and spreadsheets again.Starting Price: $299 per month -
25
RoeAI
RoeAI
Use AI-Powered SQL to do data extraction, classification and RAG on documents, webpages, videos, images and audio. Over 90% of the data in financial and insurance services gets passed around in PDF format. It's a tough nut to crack due to the complex tables, charts, and graphics it contains. With Roe, you can transform years' worth of financial documents into structured data and semantic embeddings, seamlessly integrating them with your preferred chatbot. Identifying the fraudsters have been a semi-manual problem for decades. The documents types are so heterogenous and way too complex for human to review efficiently. With RoeAI, you can efficiently build identify AI-powered tagging for millions of documents, IDs, videos. -
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DataBridger
DataBridger
Migrating to a new application? What data are you going to migrate? How are you going to get the data into the new application? Most applications provide mechanisms to bring base data, e.g. open item, customers, products, but don’t deal with historical data. How are you going to prepare for the differences between the data and what is the business going to do about historical data? Don’t worry. DataBridger helps you navigate your path to a successful migration. Unsurpassed transformation capabilities to deal with structural differences. Features that assist with relationship differences. Built-in data validation methodologies. Build-in features to allow you migrate incrementally. Prepare data for migration. Move all or some of the historical data. Create a historical data environment and archive data for retrieval if needed. No coding, easy to learn, with experts standing by to help. -
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Data Warehouse Studio
Gamma Systems
Data Warehouse Studio enables software architects, data modelers, and business analysts to contribute directly to the outcome of data warehouse and business intelligence projects. Using Data Warehouse Studio’s graphical user interface, these domain experts define business rules, data mappings, desired coding patterns, and other design elements. Once these requirements and technical specifications have been entered in Data Warehouse Studio’s central repository, the platform automatically generates 99-100% of the SQL and ETL code required for the project, eliminating the need for hand-coding. For most projects, Data Warehouse Studio completely eliminates the need to manually code ETL or SQL processes. Data Warehouse Studio is a design time technology that provides a single integrated platform for all project participants to capture requirements and technical specifications. -
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Liquid Studio
Liquid Technologies
Liquid Studio provides an advanced toolkit for XML and JSON development along with Web Service Testing and Data Mapping and Data Transformation tools. The Development Environment contains a complete set of tools for designing XML and JSON data structures and schemas. These tools provide editing, validating and advanced transformation capabilities. For novice or expert, the intuitive interface and comprehensive features will help you save time and money delivering a successful project. Visualize and edit an abstracted view of your XML schema(XSD) using an intuitive user interface, and validate your XSD against the W3C standards.Includes split graphical and text views, intellisense, syntax highlighting, drag and drop, copy and paste, and multi-step undo/redo. Visualize and edit an abstracted view of your JSON schema using an intuitive user interface, and validate your JSON Schema against the IETF standards.Starting Price: $149 one-time payment -
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Haystack
deepset
Apply the latest NLP technology to your own data with the use of Haystack's pipeline architecture. Implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications. Evaluate components and fine-tune models. Ask questions in natural language and find granular answers in your documents using the latest QA models with the help of Haystack pipelines. Perform semantic search and retrieve ranked documents according to meaning, not just keywords! Make use of and compare the latest pre-trained transformer-based languages models like OpenAI’s GPT-3, BERT, RoBERTa, DPR, and more. Build semantic search and question-answering applications that can scale to millions of documents. Building blocks for the entire product development cycle such as file converters, indexing functions, models, labeling tools, domain adaptation modules, and REST API. -
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Snowflake Cortex AI
Snowflake
Snowflake Cortex AI is a fully managed, serverless platform that enables organizations to analyze unstructured data and build generative AI applications within the Snowflake ecosystem. It offers access to industry-leading large language models (LLMs) such as Meta's Llama 3 and 4, Mistral, and Reka-Core, facilitating tasks like text summarization, sentiment analysis, translation, and question answering. Cortex AI supports Retrieval-Augmented Generation (RAG) and text-to-SQL functionalities, allowing users to query structured and unstructured data seamlessly. Key features include Cortex Analyst, which enables business users to interact with data using natural language; Cortex Search, a hybrid vector and keyword search engine for document retrieval; and Cortex Fine-Tuning, which allows customization of LLMs for specific use cases.Starting Price: $2 per month -
31
Brewit
Brewit
Make data-driven decisions 10x faster with self-service analytics. Integrate with your databases and data warehouses all-in-one place (Postgres, MySQL, Snowflake, BigQuery, and more). Brewit can write SQL queries and create recommended charts based on your data questions. It also helps you drill down on the analysis. Chat with your database, visualize insights, & perform analysis. Ensure answer accuracy and consistency with a built-in data catalog. An automated semantic layer that ensures Brewit answers with correct business logic. Easily manage your data catalog & data dictionary. Building a beautiful report is as easy as writing a doc. Data without a story is useless. Our Notion-style notebook editor allows you to create reports & dashboards easily, turning raw data into actionable insights. All organized data products are usable by anyone who has a data question, regardless of their technical skills. -
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Menza
Menza
Menza is an AI-powered data analytics and business intelligence platform that continuously monitors and analyzes a company’s connected data, from ecommerce systems like Shopify and POS to ad platforms like Google Ads and Meta, CRM, finance, and more, then translates complex signals into clear, plain-English insights, alerts, and recommendations so teams always know what’s happening and why. With over 650 integrations, Menza lets users ask natural-language questions about their business and instantly receive trustworthy, cross-platform answers, visual dashboards, and proactive alerts delivered to their inbox or dashboard before small issues become big problems. It automatically detects anomalies such as revenue drops, inventory shortages, campaign inefficiencies, and optimization opportunities, offering context and actions that help optimize marketing spend, operations, and growth strategies.Starting Price: $125 per month -
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Mandatly
Mandatly
Offers the ideal GDPR, CCPA, LGPD and other privacy compliance solutions to manage privacy management activities, build accountability and achieve regulatory compliance. Automates your privacy management program and ensure compliance with minimal manual effort. Built-in intelligence to analyze and assess risks, provide recommendations that enable mitigation. Enhanced dashboard and reporting capabilities provide visibility and enable decision making. Predefined PIA/DPIA questions templates, automated workflows and notification templates enable you to conduct assessments periodically and engage business teams and IT effectively. Workflow driven surveys to identify systems and personal data sources to generate "Record of Processing Activities (RoPA)." Predefined process steps to maintain data inventory efficiently. Fully automated process to fulfill DSAR, enabled with automated workflow and data discovery. -
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Oracle Fusion Data Intelligence platform is the next generation of Oracle Fusion Analytics Warehouse built for Oracle Fusion Cloud Applications, bringing together business data, ready-to-use analytics, and prebuilt AI and machine learning models to deliver deeper insights and accelerate the decision-making process into actionable results. Go beyond dashboards and reports with prebuilt applications for insights and AI/ML-driven recommendations to facilitate actions. Analyze performance against objectives with more than 2,000 best-practice key metrics, dashboards, and reports for ERP, SCM, HCM, and CX. Benefit from prebuilt, connected 360-degree views of key business entities, combining data from Fusion Cloud Applications and other sources. Leverage out-of-the-box AI/ML models to predict business outcomes and uncover valuable insights. Compose your own content with custom data, analytics, AI/ML, and applications.
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35
Liquid Data Mapper
Liquid Technologies
Liquid Data Mapper is a flexible data transformation and mapping tool providing the power and flexibility to produce any combination of mapping, even combining data from multiple sources. Provides a graphical visualization of data mapping between multiple data sources and targets. Execute transform within Liquid Studio or generate mapping code for use in your own application. Step through debugger with breakpoints, stack trace, state and variable watch windows. Liquid Studio Data Mapper provides an intuitive graphical interface for designing data transforms. The transforms can map multiple data input sources to multiple data output targets while performing conditional logic, filtering, string manipulation, statistical functions and much more.Starting Price: $149 one-time payment -
36
Zuken GENESYS
Zuken
GENESYS is Zuken's model-based systems engineering platform designed to manage and communicate product information effectively, enabling teams to focus on innovation. It supports the entire engineering process from initial concept to verification and validation within a single environment, capturing all relevant product information across different levels, from high-level use cases and system context to system and subsystem definitions, down to detailed design connections. GENESYS ensures every system design is coherent, consistent, and complete, providing feature-rich authoring capabilities with automatic diagram generation and rule-based formatting. It offers validation of logical consistency and behavior enabled by executable models and seamless integration with existing authoring tools. Built upon the Comprehensive Systems Definition Language (CSDL), which conforms to the Systems Modeling Language (SysML) standard, GENESYS provides semantic precision. -
37
Avanzai
Avanzai
Avanzai helps accelerate your financial data analysis by letting you use natural language to output production-ready Python code. Avanzai speeds up financial data analysis for both beginners and experts using plain English. Plot times series data, equity index members, and even stock performance data using natural prompts. Skip the boring parts of financial analysis by leveraging AI to generate code with relevant Python packages already installed. Further edit the code if you wish, once you're ready copy and paste the code into your local environment and get straight to business. Leverage commonly used Python packages for quant analysis such as Pandas, Numpy, etc using plain English. Take financial analysis to the next level, quickly pull fundamental data and calculate the performance of nearly all US stocks. Enhance your investment decisions with accurate and up-to-date information. Avanzai empowers you to write the same Python code that quants use to analyze complex financial data. -
38
HVR
HVR
A subscription includes everything you need for efficient high-volume data replication and integration. Low-impact data movement even at high volumes with Log-Based Change Data Capture (CDC) and a unique compression algorithm. RESTful APIs enable workflow automation, saving time and streamlining processes. HVR has a variety of security features. Plus it uniquely enables data routing through a firewall proxy in hybrid environments. Supports multi and bi-directional data movement, giving you the freedom to design and optimize your data flows. Everything you need for your data replication project is included under once license. We surround our customers with in-depth training, accessible support, and documentation to foster success. Be confident your data is accurate and in-sync with our Data Validation and Live Compare feature. Everything you need for your data replication project is included under once license. -
39
deepset
deepset
Build a natural language interface for your data. NLP is at the core of modern enterprise data processing. We provide developers with the right tools to build production-ready NLP systems quickly and efficiently. Our open-source framework for scalable, API-driven NLP application architectures. We believe in sharing. Our software is open source. We value our community, and we make modern NLP easily accessible, practical, and scalable. Natural language processing (NLP) is a branch of AI that enables machines to process and interpret human language. In general, by implementing NLP, companies can leverage human language to interact with computers and data. Areas of NLP include semantic search, question answering (QA), conversational AI (chatbots), semantic search, text summarization, question generation, text generation, machine translation, text mining, speech recognition, to name a few use cases. -
40
Canvas
Canvas
The first data tool that you'll love and a team of experts to get you started. Focus on the data, not the data engineering. Connect, explore, and visualize from over 150 SaaS tools without engineering or SQL. If it has an API, we'll build you a customer connector in 48 hours for free or your money back. Filters for your team to explore easily. Tons of visualization options. Color themes that make your charts pop. Familiar with Excel shortcuts. Slice and dice with powerful pivot tables. Formulas that translate to SQL. Get alerts about sign-ups, sales, and reactivations when they happen. Our analysts can build complex models and dashboards for you. Powered by a best-in-class backend that all the pros use. Scales to billions of rows like it's nothing. Works with all your other apps. Follow data from the chart all the way back to the source tables. Share your work with partners while keeping your data safe.Starting Price: $1,000 per month -
41
Opsware
Opsware
Legal and engineering teams are using Opsware to embed privacy workflows across their organizations to simplify compliance with modern privacy laws. No coding is required. Eliminate the tedious work that comes with building data maps and managing vendors. Discover data sources using our fast and reliable data discovery and classification solutions. Trust our automation technology to complete your customers' data requests and consent changes across every data system and vendor. Get your teams on one tool and workflow. Track the flow of personal data across your company to operationalize compliance and get visibility into risk. We cover the workflows required to build out processing records with a single click. Your company data is fully controlled by you. Provision our virtual appliance on-premise so you can ensure that personal data doesn't leave your secure data context. Every business is data first and every company collects personal data. -
42
nao
nao
nao is an AI-powered data IDE designed specifically for data teams, combining a code editor with native integration to your data warehouse so you can write, test, and maintain data-centric code with full context. It supports warehouses such as Postgres, Snowflake, BigQuery, Databricks, DuckDB, Motherduck, Athena, and Redshift. Once connected, nao replaces a traditional data-warehouse console by offering schema-aware SQL auto-completion, data previews, SQL worksheets, and the ability to switch easily between multiple warehouses. The core of nao is its AI agent, which has full awareness of your actual data schema, tables, columns, metadata, and your codebase or data-stack context. It can generate SQL queries or full data-transformation models (e.g., for dbt workflows), refactor code, add or update documentation, run data-quality checks and data-diff tests, and even surface insights or run exploratory analytics, all while respecting data structure and quality constraints.Starting Price: $30 per month -
43
NeoAnalyst.ai
NeoAnalyst.ai
NeoAnalyst is an AI-powered data analysis platform designed to provide business leaders with quick and precise insights without the need for coding or data science expertise. Users can upload any dataset, and NeoAnalyst automatically builds context without requiring extensive user instructions or manual data mapping. The platform offers hundreds of pre-built models for exploratory and statistical analysis, along with 25 AI-generated analysis queries to help users get started. It provides predictive analytics, visual data representations, and tailored recommendations to enhance decision-making. NeoAnalyst is accessible through various subscription plans, including a free tier for individuals, and is designed to streamline data analysis processes for professionals across multiple industries.Starting Price: $19 per month -
44
Flow-Like
TM9657 GmbH
Flow-Like is an open-source, typed, local-first workflow automation engine for building and executing automation and AI workflows in self-hosted or offline environments. It combines visual, graph-based workflows with strong typing and deterministic execution, making complex systems easier to understand, validate, and maintain. Unlike many workflow tools that rely on untyped JSON, cloud-only backends, or opaque runtime behavior, Flow-Like makes data flow and execution explicit and inspectable. Workflows can run locally, on private servers, in containers, or in Kubernetes without changing semantics. The core runtime is written in Rust for performance, safety, and portability. Flow-Like supports event-driven automation, data processing, document ingestion, and AI pipelines, including typed agent and RAG workflows using local or hosted models. It is designed for developers and organizations that need reliable automation with full control over infrastructure and data.Starting Price: $9.99/month -
45
DataChain
iterative.ai
DataChain connects unstructured data in cloud storage with AI models and APIs, enabling instant data insights by leveraging foundational models and API calls to quickly understand your unstructured files in storage. Its Pythonic stack accelerates development tenfold by switching to Python-based data wrangling without SQL data islands. DataChain ensures dataset versioning, guaranteeing traceability and full reproducibility for every dataset to streamline team collaboration and ensure data integrity. It allows you to analyze your data where it lives, keeping raw data in storage (S3, GCP, Azure, or local) while storing metadata in inefficient data warehouses. DataChain offers tools and integrations that are cloud-agnostic for both storage and computing. With DataChain, you can query your unstructured multi-modal data, apply intelligent AI filters to curate data for training and snapshot your unstructured data, the code for data selection, and any stored or computed metadata.Starting Price: Free -
46
HxGN MinePlan
Hexagon Mining
HxGN MinePlan provides powerful 3D modelling, data visualization, and planning for geologists and engineers, supporting seamless workflows from exploration to production and backed by 50 years of innovation in partnership with 10,000+ global users. Productive mines depend on being able to build detailed geological surfaces and solids. Statistical and geo-statistical analysis of project data is essential to producing an accurate block model with confidence. HxGN MinePlan offers two geology options - Foundation and Pro. HxGN MinePlan Geology Foundation offers everything needed by an exploration or resource geologist to store, manage, and analyze drillhole data, perform geological interpretation of the deposit and generate an accurate block model. It provides an SQL-based data management system for managing drillhole, blasthole, and other types of point sample data integrated with other planning products for coding, spearing, compositing, interpolation, and visualization. -
47
Datastripes
Datastripes
DataStripes is a browser-native, no-code data analysis and visualization platform that helps users turn raw data into interactive charts, dashboards, and narrated insights without programming or backend setup by letting them drag and drop data and build modular analysis flows using a visual node-based editor; users can import data from sources like CSV, Excel, PostgreSQL, and Snowflake, connect logic blocks to filter, group, aggregate, and visualize patterns instantly, and then ask natural language questions to generate AI-powered explanations and even audio-narrated dashboards or podcasts summarizing key trends. All computation happens locally in the browser (privacy-first with no cloud upload), and the platform’s AI analyzes patterns and generates shareable insights that are CEO-ready and easy to understand, eliminating manual spreadsheet grunt work while empowering users to uncover hidden trends and storylines. -
48
Deltek Acumen
Deltek
The Acumen Suite automates project schedule analysis, project risk management and schedule optimization, enabling your team to make the best decisions and improve project success. Acumen Fuse, the foundation of the suite, evaluates plans to ensure solid, reliable project schedules in minutes. Adding Acumen Risk and 360 eliminates the statistical and logical challenges of typical risk models and automatically generates schedule scenarios that make smart acceleration a reality. Adding companion product Acumen Touchstone automates schedule submissions, assessments and feedback to improve quality and save time. Acumen Fuse helps analyze project schedules and cost data to create the best schedules and most accurate cost estimates possible. Acumen Risk uses risk modeling, analysis, and reporting to reduce risk, mitigate impacts and improve decision-making. -
49
Mixedbread
Mixedbread
Mixedbread is a fully-managed AI search engine that allows users to build production-ready AI search and Retrieval-Augmented Generation (RAG) applications. It offers a complete AI search stack, including vector stores, embedding and reranking models, and document parsing. Users can transform raw data into intelligent search experiences that power AI agents, chatbots, and knowledge systems without the complexity. It integrates with tools like Google Drive, SharePoint, Notion, and Slack. Its vector stores enable users to build production search engines in minutes, supporting over 100 languages. Mixedbread's embedding and reranking models have achieved over 50 million downloads and outperform OpenAI in semantic search and RAG tasks while remaining open-source and cost-effective. The document parser extracts text, tables, and layouts from PDFs, images, and complex documents, providing clean, AI-ready content without manual preprocessing. -
50
Strategy Mosaic
Strategy Software
Strategy Mosaic is an AI-powered universal semantic data layer and analytics foundation that sits on top of an organization’s existing data systems to unify, govern, and accelerate access to business data for analytics, AI, and reporting without costly restructuring. It creates a single source of truth with consistent business definitions, metrics, and security policies across tools and sources, harmonizing data from hundreds of systems so insights are reliable and comparable everywhere. Built with AI-assisted data modeling (Mosaic Studio), Mosaic automates data preparation, cleansing, enrichment, and modeling, reducing the time and effort needed to build robust data products and semantic models. Its universal connectors let users access governed data via SQL, REST, Python, or through popular BI and productivity tools like Power BI, Tableau, Excel, and Google Sheets, while an in-memory acceleration engine delivers fast query performance across diverse sources.
