Find and compare the best Artificial Intelligence software for MongoDB in 2025
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Use the comparison tool below to compare the top Artificial Intelligence software for MongoDB on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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Toucan
Toucan
Toucan, a customer-facing platform for analytics, empowers organizations to drive engagement and provide the best possible end-user experience. Toucan makes it simple, from data connections to the distribution and sharing of insights wherever they are needed. Toucan analytics are 3x more popular than the industry average. With hundreds of connectors, users can connect to any cloud-based or stored data. Data readiness features make data preparation easy for business people. They can perform tasks that would normally require an expert. Visualization can be described as "data storytelling", where every chart is accompanied with context, collaboration and annotation to help users understand the "why" behind their data. Finally, deployment and management are easy with one-touch deployment, from staging to production, easy embedding and publishing to any device. -
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MindsDB
MindsDB
MindsDB is the only AGI data solution that connects and unifies petabyte scale enterprise data, enabling enterprise-wide informed decision-making in real-time. -
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Ona
Ona
$20/month Ona, the evolution of Gitpod, is built to help teams move beyond traditional IDEs by serving as a central hub for modern software engineering. Its sandboxed environments run with full OS-level isolation, giving developers secure and consistent setups whether hosted in the cloud or on private infrastructure. With Ona Agents, teams can automate repetitive tasks, accelerate handoffs, parallelize work, and receive real-time support across scoping, coding, reviewing, and documentation. The platform ensures that developers can seamlessly switch between agent conversations, browser-based VS Code Web, or desktop IDEs without losing productivity. Enterprise-level guardrails reinforce compliance by offering detailed audit trails, network controls, and fine-grained organizational policies. Ona is already trusted by global enterprises in industries like banking and pharmaceuticals, highlighting its reliability at scale. Integrations with GitHub, GitLab, Redis, MongoDB, and AWS make it easy to connect existing workflows without disruption. With SOC 2 certification, GDPR compliance, and WCAGAA accessibility standards, Ona sets the standard for secure and inclusive developer productivity. -
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Rinalogy Search
Rinalogy
$50 per monthNearly every search query related to Big Data yields an overwhelming number of results, making it nearly unmanageable to sift through them effectively. Individual users possess distinct requirements, and relying solely on user queries alongside broad data statistics often fails to yield valuable outcomes. Fields such as eDiscovery, healthcare, finance, law enforcement, consulting, and academia require the capability to swiftly locate precise information. Rinalogy Search is an advanced search solution that employs machine learning to adaptively learn from each user, delivering personalized results informed by real-time user feedback. It provides relevancy scores for each document retrieved in response to a query, enhancing the search experience. Furthermore, Rinalogy Search can be integrated into clients' IT systems, ensuring proximity to data while maintaining security through firewall protection. Users can also prioritize search concepts by assigning them weights, facilitating a more targeted approach to finding the information they need. This innovative tool empowers users to navigate complex datasets with greater efficiency and accuracy than ever before. -
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Elastic Observability
Elastic
$16 per monthLeverage the most extensively utilized observability platform, founded on the reliable Elastic Stack (commonly referred to as the ELK Stack), to integrate disparate data sources, providing cohesive visibility and actionable insights. To truly monitor and extract insights from your distributed systems, it is essential to consolidate all your observability data within a single framework. Eliminate data silos by merging application, infrastructure, and user information into a holistic solution that facilitates comprehensive observability and alerting. By integrating limitless telemetry data collection with search-driven problem-solving capabilities, you can achieve superior operational and business outcomes. Unify your data silos by assimilating all telemetry data, including metrics, logs, and traces, from any source into a platform that is open, extensible, and scalable. Enhance the speed of problem resolution through automatic anomaly detection that leverages machine learning and sophisticated data analytics, ensuring you stay ahead in today's fast-paced environment. This integrated approach not only streamlines processes but also empowers teams to make informed decisions swiftly. -
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JFrog ML
JFrog
JFrog ML (formerly Qwak) is a comprehensive MLOps platform that provides end-to-end management for building, training, and deploying AI models. The platform supports large-scale AI applications, including LLMs, and offers capabilities like automatic model retraining, real-time performance monitoring, and scalable deployment options. It also provides a centralized feature store for managing the entire feature lifecycle, as well as tools for ingesting, processing, and transforming data from multiple sources. JFrog ML is built to enable fast experimentation, collaboration, and deployment across various AI and ML use cases, making it an ideal platform for organizations looking to streamline their AI workflows. -
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Airbyte
Airbyte
$2.50 per creditAirbyte is a data integration platform that operates on an open-source model, aimed at assisting organizations in unifying data from diverse sources into their data lakes, warehouses, or databases. With an extensive library of over 550 ready-made connectors, it allows users to craft custom connectors with minimal coding through low-code or no-code solutions. The platform is specifically designed to facilitate the movement of large volumes of data, thereby improving artificial intelligence processes by efficiently incorporating unstructured data into vector databases such as Pinecone and Weaviate. Furthermore, Airbyte provides adaptable deployment options, which help maintain security, compliance, and governance across various data models, making it a versatile choice for modern data integration needs. This capability is essential for businesses looking to enhance their data-driven decision-making processes. -
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Superblocks
Superblocks
$0 per monthSuperblocks is a programmable, IDE that allows developers to create any internal app, workflow or scheduled job in a fraction of time and cost. Next month's roadmap will be available this week. Rapidly create apps, workflows and jobs that are connected to your data. Secure your data with granular permissions (RBAC), SSO and audit logs. Monitor production and deploy with Git. You can extend anything with code. You don't need to know HTML, CSS, or React. Drag and drop components, connect them with data, and make your app dynamic using trigger APIs. To improve the speed of your support team, you can create custom KYC, Compliance, AML and credit approval tools. Stop wasting time with CLIs. You can quickly create admin panels for your datastores so you can read, write, or update customer data using tables, forms, charts, and other tools. You can track deployment status and monitor versions from one pane of glass. Any deployment system you use can be read/written to. Clark is the first AI agent purpose-built for securely creating internal enterprise apps at scale. Designed to work within your company’s existing infrastructure, Clark uses your design systems, access controls, and private APIs to generate fully compliant internal tools. With the ability to build through AI prompts, drag-and-drop interfaces, or your favorite IDE, Clark unites business users and developers on a single governed platform. -
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Latitude
Latitude
$0Latitude is a comprehensive platform for prompt engineering, helping product teams design, test, and optimize AI prompts for large language models (LLMs). It provides a suite of tools for importing, refining, and evaluating prompts using real-time data and synthetic datasets. The platform integrates with production environments to allow seamless deployment of new prompts, with advanced features like automatic prompt refinement and dataset management. Latitude’s ability to handle evaluations and provide observability makes it a key tool for organizations seeking to improve AI performance and operational efficiency. -
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AIHelperBot
AIHelperBot
$6.83 per monthEffortless, effective, and budget-friendly. Create SQL queries effortlessly without any prior experience by using simple language. Just log in and express your needs in everyday terms, and the AI Bot will generate the SQL query you want. No coding skills or SQL expertise are necessary. Begin your free trial to discover how straightforward it is to produce the SQL you require with the help of AI. The AI Bot is designed to understand various languages, including English, Spanish, German, and several others. It automatically correlates your input with the database schema, setting it apart from other tools by incorporating schema context directly into your SQL queries. This guarantees that the SQL produced is both accurate and free from errors while remaining extremely user-friendly. You can save the generated SQL queries as snippets for future use, with options for private or team sharing. With just one click, you can connect to your database and execute the SQL query crafted by AI, making data management seamless and efficient. Additionally, you can customize your snippets to better fit your workflow or project needs. -
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InsightBase
InsightBase
$97 per monthExtract meaningful insights from your data to enhance decision-making and boost your business performance. You have the ability to create dynamic dashboards with customizable widgets that display the answers to your inquiries, which can easily be shared with your colleagues. By utilizing the credentials you supply, we will link to your database. Depending on the nature of your inquiry, you can receive various outputs, such as tables or charts. Design stunning, interactive dashboards that are user-friendly and straightforward to share. Additionally, these dashboards refresh automatically to ensure you have the latest information, allowing for seamless updates. Best of all, you can craft these dashboards without any coding experience required. -
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Akira AI
Akira AI
$15 per monthAkira.ai offers organizations a suite of Agentic AI, which comprises tailored AI agents aimed at refining and automating intricate workflows across multiple sectors. These agents work alongside human teams to improve productivity, facilitate prompt decision-making, and handle monotonous tasks, including data analysis, HR operations, and incident management. The platform is designed to seamlessly integrate with current systems such as CRMs and ERPs, enabling a smooth shift to AI-driven processes without disruption. By implementing Akira’s AI agents, businesses can enhance their operational efficiency, accelerate decision-making, and foster innovation in industries such as finance, IT, and manufacturing. Ultimately, this collaboration between AI and human teams paves the way for significant advancements in productivity and operational excellence. -
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Defog
Defog
$599 per monthDefog serves as an AI assistant that integrates seamlessly into your application, allowing users to pose data inquiries in natural language directly from the interface. Users can upload a CSV file to extract insights or inquire about our extensive predefined datasets. Specifically designed to handle ambiguous questions and industry-specific terminology, Defog supports over 50 languages. By incorporating a conversational AI widget, you can address customers’ data inquiries with just a few lines of code, allowing you to focus on product development rather than creating ad-hoc reports. This solution provides AI capabilities without compromising user privacy, as Defog is designed to ensure that your database remains untouched and your data secure. It generates queries that are universally compatible with all major databases and data warehouses, making it an ideal choice for large enterprises aiming to minimize reporting times and cut support costs, as well as for growing companies looking to broaden information access. Additionally, individual users can explore and test Defog’s features to better understand its potential benefits. With Defog, you empower users to engage with data effortlessly and efficiently. -
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ZenML
ZenML
FreeSimplify your MLOps pipelines. ZenML allows you to manage, deploy and scale any infrastructure. ZenML is open-source and free. Two simple commands will show you the magic. ZenML can be set up in minutes and you can use all your existing tools. ZenML interfaces ensure your tools work seamlessly together. Scale up your MLOps stack gradually by changing components when your training or deployment needs change. Keep up to date with the latest developments in the MLOps industry and integrate them easily. Define simple, clear ML workflows and save time by avoiding boilerplate code or infrastructure tooling. Write portable ML codes and switch from experiments to production in seconds. ZenML's plug and play integrations allow you to manage all your favorite MLOps software in one place. Prevent vendor lock-in by writing extensible, tooling-agnostic, and infrastructure-agnostic code. -
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PI.EXCHANGE
PI.EXCHANGE
$39 per monthEffortlessly link your data to the engine by either uploading a file or establishing a connection to a database. Once connected, you can begin to explore your data through various visualizations, or you can prepare it for machine learning modeling using data wrangling techniques and reusable recipes. Maximize the potential of your data by constructing machine learning models with regression, classification, or clustering algorithms—all without requiring any coding skills. Discover valuable insights into your dataset through tools that highlight feature importance, explain predictions, and allow for scenario analysis. Additionally, you can make forecasts and easily integrate them into your current systems using our pre-configured connectors, enabling you to take immediate action based on your findings. This streamlined process empowers you to unlock the full value of your data and drive informed decision-making. -
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SayData
SayData
$20 per monthForget about intricate SQL queries and complicated programming languages; just input your question, and let SayData take care of everything. With its advanced natural language processing capabilities, you can effortlessly delve into your data and discover insights that may have previously eluded you. Our extensive range of data visualization and analysis tools empowers you to explore your data and reveal findings in real time. You can also create tailored dashboards and reports that present your data in a straightforward manner, allowing for immediate understanding and action. SayData is specifically designed to comprehend and respond to inquiries that pertain to your unique business needs. Users can access an intuitive dashboard portal where they can securely log in and view their personalized data. Additionally, sharing analytics is as simple as sending a shareable link, and you can seamlessly integrate SayData into your Slack workspace for enhanced collaboration. We prioritize your data privacy, employing top-tier security measures and conducting annual penetration tests to maintain our commitment to outstanding security. This ensures that you can focus on your insights without worrying about data safety. -
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Velvet
Velvet
$39 per monthGather real-time data from your database, third-party applications, and various events. Create an analytics database for each workspace along with individual tables for each data source. Utilize AI to formulate complex queries and save these as accessible API endpoints. Monitor changes over time or directly apply queries within your product. Focus more on developing features and less on generating reports. Leverage Velvet to streamline your product development process more efficiently. Generate AI-enhanced visualizations to monitor progress over time. Aim features at specific user segments or present data within your product interface. Ingest any type of data source and execute queries across tables in mere milliseconds. Employ Velvet as your everyday assistant to reveal data insights, ensure that internal stakeholders are on the same page, and construct new features using collaborative building blocks. This approach not only enhances productivity but also fosters a data-driven culture within your team, ultimately leading to more informed decision-making. -
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Typper
Typper
$16 per monthWe ensure the complete protection of your data through our advanced technologies and trusted partners that prioritize security. Rest assured, your information will not be utilized for the purposes of artificial intelligence training. Typper BI, an innovative business intelligence solution, is tailored to convert your data into meaningful insights. Whether you're navigating intricate data analytics, developing engaging reports, or aiming to boost your data-driven decision-making capabilities, Typper BI provides a flexible and intuitive platform to meet your various business requirements. This tool is ideal for organizations looking to harness the power of their data effectively. -
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LibreChat
LibreChat
FreeLibreChat is a completely free and open-source AI chat platform that provides users with an extensive range of customization options. This web interface supports a multitude of AI providers and services, allowing for seamless integration and enhanced user experiences. It consolidates all AI conversations into one convenient location, featuring a user-friendly design that is accessible to as many users as required. By utilizing cutting-edge language models from various providers, LibreChat enables users to engage in AI-driven dialogues within a unified framework. With its innovative enhancements, it guarantees an exceptional conversational experience while bringing the forefront of AI technology to your fingertips. Serving as a centralized hub for every AI interaction, LibreChat combines familiarity with advanced features and extensive customization options. Furthermore, the platform empowers users to freely adapt, modify, and share the software without any limitations or fees, promoting an open collaborative environment. This commitment to accessibility and innovation ensures that everyone can leverage the power of AI. -
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Latenode
Latenode
$17 per monthLatenode combines no-code ease, full-code capabilities, and AI-driven insights to facilitate seamless interactions among services equipped with APIs. You can choose to utilize no-code nodes or opt to write your custom code for more tailored solutions. Instead of dedicating time to sift through API documentation, you can simply articulate your needs to the AI assistant and receive pre-built code tailored to your request. This robust data platform is crafted to streamline the integration of diverse marketing tools, providing a cohesive system that minimizes data inconsistencies and boosts operational productivity through effortless integration. With readily available connectors for widely-used SaaS applications or the option to create personalized code, users have the flexibility they need. You can easily send notifications through Slack to your team while also sending email confirmations to clients. Additionally, the platform allows for conditional logic to intelligently manage your scripts based on incoming data, enhancing the overall functionality. With a comprehensive cloud-based API creation toolkit, you can design workflows that connect any applications seamlessly, ensuring a more efficient process overall. By leveraging these capabilities, teams can maximize their productivity and streamline their communication efforts. -
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Superjoin
Superjoin
$25 per monthEffortlessly extract live data from your preferred tools without any coding required. With Superjoin, you can connect to an unlimited number of data sources and import data into Google Sheets with just a single click, all at no additional cost. You can also establish schedules for automatic updates to your Google Sheets, ensuring you always have the latest information from your data sources. Additionally, Superjoin allows you to automatically send screenshots of your Google Sheets to Slack or email at any time you wish. You can even push data back to your sources directly from Google Sheets using this platform. Before importing, easily select the specific data you wish to extract from your data source, ensuring that only the clean and necessary information is pulled in through the data preview feature. This functionality enables you to consolidate data from various sources into a single sheet, effectively eliminating the need for cumbersome VLOOKUPs. By using Superjoin, you can drastically simplify your data management processes and enhance your efficiency. The seamless integration with your existing tools further streamlines the process of pulling data into Google Sheets with remarkable ease. Superjoin truly stands out as the ultimate solution for automating your spreadsheet tasks. -
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Diaflow
Diaflow
$199 per monthDiaflow serves as a comprehensive enterprise solution designed to enhance the scalability of AI throughout your organization, empowering users to implement AI workflows that foster innovation. Transitioning from manual tasks to fully automated systems, it allows teams to craft effective applications and workflows using data from various sources. Streamlining your organization's manual operations becomes a breeze with user-friendly solutions that your team will appreciate. With Diaflow's intuitive interfaces and components, you can develop impressive AI-driven internal applications that you can take pride in. The platform also introduces a groundbreaking approach to document creation and editing through its AI-powered editing tool, leveraging your expertise to ensure continuous support and engagement around the clock. Moreover, it offers an integrated, AI-enabled spreadsheet solution that simplifies data management and transformation. Experience the ease with which Diaflow allows you to create outstanding products for your business, enabling rapid app and workflow development in mere minutes without any coding skills required. Ultimately, Diaflow is a game-changer for organizations looking to harness the power of AI effectively and efficiently. -
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Defang
Defang
$10 per monthDefang is a developer-focused platform designed to streamline the development, deployment, and debugging of cloud applications. Utilizing AI-driven tools, Defang empowers developers to quickly evolve their concepts into fully operational applications hosted on their selected cloud services. The platform accommodates various programming languages such as Go, JavaScript, and Python, enabling users to kickstart their projects with example templates or create outlines through natural language instructions. With just a single command, Defang automates the building and deployment processes, managing configurations related to computing, storage, load balancing, networking, logging, and security seamlessly. The Defang Command Line Interface (CLI) enhances user interaction with the platform, providing installation methods through shell scripts, Homebrew, Winget, Nix, or direct downloads. Developers can specify their services using compose.yaml files, which Defang leverages to facilitate application deployment in the cloud. Overall, this platform significantly reduces the complexity traditionally associated with cloud application development, making it more accessible for developers at all skill levels. -
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Datamorf
Datamorf
$9 per monthDatamorf transforms the operational efficiency of your go-to-market teams by streamlining data utilization. Through intuitive, guided workflows, you can seamlessly adjust your data as it moves through pipelines, allowing for swift modifications without incurring additional costs related to specific actions or data volume. Leverage AI models tailored to meet business requirements to automate both content creation and decision-making processes within your workflows. Effortlessly synchronize your CRM with your data warehouse to maintain consistency. Ensure that all your data remains precise and current in real-time. Furthermore, you can create intricate, multi-step workflows that manage everything from HTTP triggers to data processing functionalities, all while eliminating the need for coding expertise. This makes Datamorf a powerful tool for teams looking to enhance their data management and operational capabilities. -
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SEOwind
SEOwind
$49 per monthSEOwind is an innovative, all-inclusive SEO content writing platform that utilizes state-of-the-art AI technology to facilitate the production of high-caliber, data-informed content aimed at achieving top search rankings. By leveraging a sophisticated multi-agent AI architecture that includes models such as Claude 3.5, Gemini 1.5 Pro, Perplexity, and GPT-4o, our tool mimics the collaborative efforts of a complete marketing team, consisting of a data analyst, SEO expert, content creator, and editor, all working in harmony to generate impactful content that boosts both traffic and revenue. With a strong emphasis on research, SEOwind performs comprehensive SERP evaluations, collects up-to-the-minute SEO insights, and integrates precise statistics, relevant quotes, and expert opinions to enhance the authenticity and relevance of the content produced. Our distinctive CyborgMethod merges human-like writing capabilities with Retrieval-Augmented Generation (RAG) techniques, enabling the crafting of articles that adhere to the principles of E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness). Consequently, SEOwind not only enhances content quality but also ensures that it resonates with both audiences and search engines alike.
