Page 41 | Best Data Management Software of 2026

DoubleCloud

Save time & costs by streamlining data pipelines with zero-maintenance open source solutions. From ingestion to visualization, all are integrated, fully managed, and highly reliable, so your engineers will love working with data. You choose whether to use any of DoubleCloud’s managed open source services or leverage the full power of the platform, including data storage, orchestration, ELT, and real-time visualization. We provide leading open source services like ClickHouse, Kafka, and Airflow, with deployment on Amazon Web Services or Google Cloud. Our no-code ELT tool allows real-time data syncing between systems, fast, serverless, and seamlessly integrated with your existing infrastructure. With our managed open-source data visualization you can simply visualize your data in real time by building charts and dashboards. We’ve designed our platform to make the day-to-day life of engineers more convenient.

Starting Price: $0.024 per 1 GB per month

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LanceDB

LanceDB is a developer-friendly, open source database for AI. From hyperscalable vector search and advanced retrieval for RAG to streaming training data and interactive exploration of large-scale AI datasets, LanceDB is the best foundation for your AI application. Installs in seconds and fits seamlessly into your existing data and AI toolchain. An embedded database (think SQLite or DuckDB) with native object storage integration, LanceDB can be deployed anywhere and easily scales to zero when not in use. From rapid prototyping to hyper-scale production, LanceDB delivers blazing-fast performance for search, analytics, and training for multimodal AI data. Leading AI companies have indexed billions of vectors and petabytes of text, images, and videos, at a fraction of the cost of other vector databases. More than just embedding. Filter, select, and stream training data directly from object storage to keep GPU utilization high.

Starting Price: $16.03 per month

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Tobiko

Tobiko is a data transformation platform that ships data faster, more efficiently, and with fewer mistakes, backward compatible with databases. Make a dev environment without rebuilding the entire DAG. Tobiko only changes what's necessary. Don't rebuild everything when you add a column. You already built your change. Tobiko promotes prod instantly without redoing your work. Avoid debugging clunky Jinja and define your models in SQL. Tobiko works at a startup and at an enterprise scale. Tobiko understands the SQL you write and improves developer productivity by finding issues at compile time. Audits and data differences provide validation and make it easy to trust the datasets you produce. Every change is analyzed and is automatically categorized as either breaking or non-breaking. When mistakes happen, seamlessly roll back to the prior version, allowing teams to reduce downtime in production.

Starting Price: Free

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Azure AI Search

Microsoft

Deliver high-quality responses with a vector database built for advanced retrieval augmented generation (RAG) and modern search. Focus on exponential growth with an enterprise-ready vector database that comes with security, compliance, and responsible AI practices built in. Build better applications with sophisticated retrieval strategies backed by decades of research and customer validation. Quickly deploy your generative AI app with seamless platform and data integrations for data sources, AI models, and frameworks. Automatically upload data from a wide range of supported Azure and third-party sources. Streamline vector data processing with built-in extraction, chunking, enrichment, and vectorization, all in one flow. Support for multivector, hybrid, multilingual, and metadata filtering. Move beyond vector-only search with keyword match scoring, reranking, geospatial search, and autocomplete.

Starting Price: $0.11 per hour

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Dashbreeze

Dashbreeze is a highly customizable dashboard builder designed to simplify the process of creating and managing data visualizations. It offers extensive options for personalization, allowing users to adjust layouts, color themes, and widgets to match their unique style and branding needs. With seamless integrations for popular tools like Google Sheets, Notion, and Airtable, Dashbreeze brings together data from various sources into one cohesive view. Its library of dashboard templates serves as a flexible starting point, easily tailored to different data presentation requirements. Whether you’re organizing data from spreadsheets or visualizing insights from third-party applications, Dashbreeze provides a streamlined, visually appealing way to create dashboards that are both functional and aligned with your specific objectives.

Starting Price: $29.90

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Tembo

Tembo is an AI-powered engineering assistant designed to automate routine coding tasks, helping developers focus on innovation. It monitors systems 24/7 to identify and fix production errors automatically, transforming error logs into pull requests while you sleep. Tembo optimizes database performance by diagnosing slow queries and missing indexes, improving efficiency. It integrates seamlessly with tools like GitHub, Jira, Linear, and Datadog to convert tickets and error reports into actionable code changes. The platform also explores codebases to uncover technical debt and security issues for refactoring opportunities. Trusted by teams worldwide, Tembo accelerates development velocity by automating tedious engineering work.

Starting Price: $50

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Apache Impala

Apache

Impala provides low latency and high concurrency for BI/analytic queries on the Hadoop ecosystem, including Iceberg, open data formats, and most cloud storage options. Impala also scales linearly, even in multitenant environments. Impala is integrated with native Hadoop security and Kerberos for authentication, and via the Ranger module, you can ensure that the right users and applications are authorized for the right data. Utilize the same file and data formats and metadata, security, and resource management frameworks as your Hadoop deployment, with no redundant infrastructure or data conversion/duplication. For Apache Hive users, Impala utilizes the same metadata and ODBC driver. Like Hive, Impala supports SQL, so you don't have to worry about reinventing the implementation wheel. With Impala, more users, whether using SQL queries or BI applications, can interact with more data through a single repository and metadata stored from source through analysis.

Starting Price: Free

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PuppyGraph

PuppyGraph empowers you to seamlessly query one or multiple data stores as a unified graph model. Graph databases are expensive, take months to set up, and need a dedicated team. Traditional graph databases can take hours to run multi-hop queries and struggle beyond 100GB of data. A separate graph database complicates your architecture with brittle ETLs and inflates your total cost of ownership (TCO). Connect to any data source anywhere. Cross-cloud and cross-region graph analytics. No complex ETLs or data replication is required. PuppyGraph enables you to query your data as a graph by directly connecting to your data warehouses and lakes. This eliminates the need to build and maintain time-consuming ETL pipelines needed with a traditional graph database setup. No more waiting for data and failed ETL processes. PuppyGraph eradicates graph scalability issues by separating computation and storage.

Starting Price: Free

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StarRocks

Whether you're working with a single table or multiple, you'll experience at least 300% better performance on StarRocks compared to other popular solutions. From streaming data to data capture, with a rich set of connectors, you can ingest data into StarRocks in real time for the freshest insights. A query engine that adapts to your use cases. Without moving your data or rewriting SQL, StarRocks provides the flexibility to scale your analytics on demand with ease. StarRocks enables a rapid journey from data to insight. StarRocks' performance is unmatched and provides a unified OLAP solution covering the most popular data analytics scenarios. Whether you're working with a single table or multiple, you'll experience at least 300% better performance on StarRocks compared to other popular solutions. StarRocks' built-in memory-and-disk-based caching framework is specifically designed to minimize the I/O overhead of fetching data from external storage to accelerate query performance.

Starting Price: Free

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Timeplus

Timeplus is a simple, powerful, and cost-efficient stream processing platform. All in a single binary, easily deployed anywhere. We help data teams process streaming and historical data quickly and intuitively, in organizations of all sizes and industries. Lightweight, single binary, without dependencies. End-to-end analytic streaming and historical functionalities. 1/10 the cost of similar open source frameworks. Turn real-time market and transaction data into real-time insights. Leverage append-only streams and key-value streams to monitor financial data. Implement real-time feature pipelines using Timeplus. One platform for all infrastructure logs, metrics, and traces, the three pillars supporting observability. In Timeplus, we support a wide range of data sources in our web console UI. You can also push data via REST API, or create external streams without copying data into Timeplus.

Starting Price: $199 per month

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Arpio

Protect your critical applications from outages and ransomware attacks with automated cross-region, cross-account disaster recovery for your AWS cloud. Maintain operational continuity during cloud outages with minimal disruption. Recover safely from ransomware attacks without giving in to ransom demands. Whether it's insider threats or outside hackers, your business will always be able to recover. For security pros guarding the fort, Arpio is the ace up your sleeve. With Arpio, you’re prepped with a recovery environment your adversaries can’t touch, ready to switch on like a backup generator. No automation to write, and no AWS docs to decode. You can have DR in place today. Automatic replication, change detection, and real-time alerts. This is your DR on autopilot. Recover quickly from outages. Recover safely from ransomware. Unlike traditional DR tools, Arpio recognizes and replicates everything your cloud workloads need to run.

Starting Price: $12,000 per year

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AgentQL

Forget fragile XPath or DOM selectors. AI-powered AgentQL finds elements reliably, even as websites change. Use natural language to find exact elements. Locates web elements by their meaning. Use natural language description instead of fragile XPath and DOM selectors. Get the results in exactly the shape you need. Built to be deterministic in the best way possible. Get started by installing our Chrome extension, your gateway to a seamless web scraping experience. Extract data from websites with ease. Secure your access with a unique API key, your gateway to utilizing the powerful features of AgentQL, ensuring a secure experience across your apps. Dive into the capabilities of AgentQL by writing your first query, a simple way to specify what data or web elements you want to extract from a website. Explore the power of AgentQL SDK to start automating. Quickly gather essential data, boosting analytics and insights.

Starting Price: $99 per month

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Instant

Instant is for building real-time and offline-enabled applications. We make it easy to build collaborative products like Notion or Figma. The best apps today have a common feature set. Every interaction happens instantly, you rarely see loading screens, collaboration is easy and delightful, and the app still works when offline. Instant solves problems for you by giving you a database you can subscribe to directly in the browser. You write relational queries in your app, and we handle the rest. Instant was born when we realized that some of the hardest UI problems are actually database problems in disguise. When you solve problems at the database layer, your software becomes more powerful and succinct. When apps are at their best, every change a user makes should reflect instantly. There should be a few spinners, loading states, or refresh buttons. With Instant, optimistic updates are handled for you.

Starting Price: $30 per month

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Maps Scraper AI

Get local leads with the power of AI. AI-driven strategies such as generating local B2B leads from maps can be beneficial for businesses that want to target specific geographic regions. Scraping Maps data has many benefits, including lead generation, research and data science, monitoring competition, and obtaining business contact details. It can help businesses understand customer needs, research competitors, and develop new strategies. Unique ability to extract email addresses associated with listed companies, which are not typically displayed on Maps. Batch search capability to search for multiple keywords simultaneously, streamlining the process. Lightning-fast results and time savings by providing instant, accurate insights without the need to build and test a custom web scraping tool. Mimics real user behavior using Chrome, reducing the risk of being blocked by Maps. Allows data extraction from Maps without writing any code.

Starting Price: $9.99 per month

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Speedb

The next-generation key-value storage engine.bSpeedb is 100% RocksDB compatible enhancing stability, efficiency, and overall performance. Join the Hive, Speedb’s open-source community, to interact, improve, and share knowledge and best practices on RocksDB. Speedb is a compatible alternative for LevelDB and RocksDB users who would like to take their application to the next level. When using event streaming platforms like Kafka, Flink, Spark, Splunk, Elastic, or others, consider using Speedb to enhance its performance. The increase in metadata in modern data sets is causing significant performance issues for many applications. With Speedb you can keep costs low and ensure your applications continue to run smoothly even under heavy loads. When it comes to making a choice to upgrade or deploy a new key-value store with your platform, Speedb is up for the challenge. By seamlessly integrating Speedb's advanced key-value storage engine with your projects, you'll experience immediate relief.

Starting Price: Free

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Monda

Monda is the go-to data monetization platform, used by hundreds of companies across the world to start and scale their data businesses. Monda empowers you to create data products, publish a data storefront, integrate with data marketplaces, and manage data demand, data monetization made simple. Monda outperforms other data monetization platforms in key areas that matter to our customers. The easiest way to build a data-as-a-service business. Anyone can use Monda, no tech skills required. Everything you need to start and grow your data business. Work with international data monetization experts. Monda provides every feature needed to market and monetize data securely, all in one platform. Convert your website visitors into inbound data leads. Publish on the biggest data sales channels instantly. Centralize your demand generation. Monitor performance, competition, and trends. Create beautiful data products quickly and easily.

Starting Price: $6K / year

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Taipy

From simple pilots to production-ready web applications in no time. No more compromise on performance, customization, and scalability. Taipy enhances performance with caching control of graphical events, optimizing rendering by selectively updating graphical components only upon interaction. Effortlessly manage massive datasets with Taipy's built-in decimator for charts, intelligently reducing the number of data points to save time and memory without losing the essence of your data's shape. Struggle with sluggish performance and excessive memory usage, as every data point demands processing. Large datasets become cumbersome, complicating the user experience and data analysis. Scenarios are made easy with Taipy Studio. A powerful VS Code extension that unlocks a convenient graphical editor. Get your methods invoked at a certain time or intervals. Enjoy a variety of predefined themes or build your own.

Starting Price: $360 per month

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DataLark

LeverX

DataLark is an SAP-centric no-code / low-code data management platform that helps businesses streamline data migration, data maintenance, and integration processes. Using its customizable plugins and analytical tools, you can automate all ETL operations and orchestrate across all of your systems to drive better business decisions. DataLark's rapid deployment allows you to launch your data-related processes within hours with the help of live support and extensive documentation.

Starting Price: $48,000/year

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LeadMagic

Unlock the power of accurate emails and mobile numbers, and validate your data seamlessly. Transform your B2B prospecting into a customer-converting machine. Instantly flag valuable prospects in your data. Easily let our live data enrichment clean your data with the most up-to-date information. Push to your favorite spreadsheet application and take action. Launch the highest converting campaigns and acquire your target customers. Push to Clay, SmartLead, or other automation tools with our push-to-webhook functionality. Never struggle with incomplete records, incorrect addresses, and stale contact information again. Never struggle with incomplete records, incorrect addresses, and stale contact information again. Say goodbye to partial records and outdated contact information. Empower your team with on-demand data that's accurate, and up-to-the-minute. Add verified data points to every account in your database at the push of a button.

Starting Price: $99.99 per month

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Findymail

Reach more targets without destroying your reputation with built-in email verification and exceptional data coverage. Enrich your lists with verified B2B emails and phone numbers (non-EU only). Ensure your email lists are clean and deliverable with our advanced email verification technology. Save time during your prospecting with automated data exports from Linkedin, Sales Navigator, and Apollo. Keep your CRM clean and up to date on autopilot (separate product). Our unique proprietary algorithms, give you more valid emails than the top five alternative providers combined. Standard email verification tools can't validate up to 30% of your audience. That's a lot of deals to lose. Give your sender reputation the strongest protection possible, valid contact data. We guarantee a bounce rate of less than 5%. Time spent browsing profiles, flipping pages, and building lists is time you don't spend closing. Let Findymail do the heavy lifting.

Starting Price: $49 per month

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SelectDB

SelectDB is a modern data warehouse based on Apache Doris, which supports rapid query analysis on large-scale real-time data. From Clickhouse to Apache Doris, to achieve the separation of the lake warehouse and upgrade to the lake warehouse. The fast-hand OLAP system carries nearly 1 billion query requests every day to provide data services for multiple scenes. Due to the problems of storage redundancy, resource seizure, complicated governance, and difficulty in querying and adjustment, the original lake warehouse separation architecture was decided to introduce Apache Doris lake warehouse, combined with Doris's materialized view rewriting ability and automated services, to achieve high-performance data query and flexible data governance. Write real-time data in seconds, and synchronize flow data from databases and data streams. Data storage engine for real-time update, real-time addition, and real-time pre-polymerization.

Starting Price: $0.22 per hour

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Kuzzle

Activate the power of the Kuzzle IoT platform online, with no commitment. Kuzzle publishes open source software for managing the Internet of Things, data, and APIs. Conceived and developed by French engineers, Kuzzle solutions accelerate the deployment of modern applications by offering an open source standard. Our teams are ready to support your IoT projects. Connect and manage your territory while offering new smart services to users. Urban hyper vision with Kuzzle IoT, to manage public lighting, waste and voluntary drop-off points, water, public buildings, parking, and energy consumption. Kuzzle IoT is agnostic and compatible with sensor technologies and all IoT and network connectivity devices. We provide ready-to-use IoT functionalities for all your uses, including geolocation & geofencing, asset tracking, digital twinning, etc. Simplify the deployment of your IoT applications. Activate the power of the Kuzzle IoT platform online, with no commitment.

Starting Price: Free

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WarpStream

WarpStream is an Apache Kafka-compatible data streaming platform built directly on top of object storage, with no inter-AZ networking costs, no disks to manage, and infinitely scalable, all within your VPC. WarpStream is deployed as a stateless and auto-scaling agent binary in your VPC with no local disks to manage. Agents stream data directly to and from object storage with no buffering on local disks and no data tiering. Create new “virtual clusters” in our control plane instantly. Support different environments, teams, or projects without managing any dedicated infrastructure. WarpStream is protocol compatible with Apache Kafka, so you can keep using all your favorite tools and software. No need to rewrite your application or use a proprietary SDK. Just change the URL in your favorite Kafka client library and start streaming. Never again have to choose between reliability and your budget.

Starting Price: $2,987 per month

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PandaETL

Upload PDFs, spreadsheets, and other documents. No complex setup is required, just drag, drop, and start working. Choose your tasks and let the platform extract the precise data you need. Review and get organized, actionable data in a format you know and trust. Whether it’s contracts, invoices, images, websites, or reports, the platform helps you extract valuable information and organize it efficiently. Explore your files with an intuitive chat interface. Dialogue with your data to uncover insights in PDFs, spreadsheets, and more. Generate detailed reports quickly. Create overviews and summaries with references in minutes. Open the extraction tables, click on each cell, and immediately look at the source, in the context. Download highlighted files in batch. Ideal for businesses looking to enhance efficiency and reduce costs in document-intensive operations. Ensure automation is optimized to specific industries thanks to our plug-and-play modules or request your own customization.

Starting Price: Free

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Peaka

Integrate all your data sources, relational and NoSQL databases, SaaS tools, and APIs. Query them as a single data source immediately. Process data wherever it is. Query, cache, and blend data from different sources. Use webhooks to ingest streaming data from Kafka, Segment, etc., into the Peaka BI Table. Replace nightly one-time batch ingestion with real-time data access. Treat every data source like a relational database. Convert any API to a table, and blend and join it with your other data sources. Use the familiar SQL to run queries in NoSQL databases. Retrieve data from both SQL and NoSQL databases utilizing the same skill set. Query and filter your consolidated data to form new data sets. Expose them with APIs to serve other apps and systems. Do not get bogged down in scripts and logs while setting up your data stack. Eliminate the burden of building, managing, and maintaining ETL pipelines.

Starting Price: $1 per month

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Apache Phoenix

Apache Software Foundation

Apache Phoenix enables OLTP and operational analytics in Hadoop for low-latency applications by combining the best of both worlds. The power of standard SQL and JDBC APIs with full ACID transaction capabilities and the flexibility of late-bound, schema-on-read capabilities from the NoSQL world by leveraging HBase as its backing store. Apache Phoenix is fully integrated with other Hadoop products such as Spark, Hive, Pig, Flume, and Map Reduce. Become the trusted data platform for OLTP and operational analytics for Hadoop through well-defined, industry-standard APIs. Apache Phoenix takes your SQL query, compiles it into a series of HBase scans, and orchestrates the running of those scans to produce regular JDBC result sets. Direct use of the HBase API, along with coprocessors and custom filters, results in performance on the order of milliseconds for small queries, or seconds for tens of millions of rows.

Starting Price: Free

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VistaDB

Microsoft has worked hard to make .NET and SQL Server a powerful combination and VistaDB brings that capability to a small, easy-to-deploy package. The VistaDB engine is a single, small managed assembly you deploy with your app and each database is a single file. Using Xamarin, you can fit a full RDBMS on your phone. VistaDB is a fully compliant ADO.NET data provider with support for Entity Framework, ADO.NET, and Typed Datasets as well as its own direct data access API for efficient cursor-based operations. Thanks to ADO.NET, VistaDB is already compatible with a wide range of third-party ORMs, reporting systems, and more. VistaDB fully supports the ADO.NET provider factory model allowing you to write one codebase that can target either VistaDB or SQL Server at runtime. Think of all the things built on top of ADO.NET, not just your application but reporting systems, ORMs, and other data-driven libraries for .NET.

Starting Price: $1,595 per year

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Perst

McObject

Perst is McObject’s open source, dual license, object-oriented embedded database system (ODBMS). It is available in one edition developed as an all-Java embedded database, and another implemented in C# (for Microsoft .NET Framework applications). Perst gives developers the ability to store, sort, and retrieve objects in their applications with maximum speed and with low memory and storage overhead while leveraging the object-oriented paradigm of Java and C#. In the TestIndex and PolePosition benchmarks, Perst displays one of its strongest features: its significant performance advantage over Java and .NET embedded database alternatives. Perst stores data directly in Java and .NET objects, eliminating the translation required for storage in relational and object-relational databases. This boosts run-time performance. Perst’s core consists of only five thousand lines of code. The small footprint imposes minimal demands on system resources.

Starting Price: Free

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ApertureDB

Build your competitive edge with the power of vector search. Streamline your AI/ML pipeline workflows, reduce infrastructure costs, and stay ahead of the curve with up to 10x faster time-to-market. Break free of data silos with ApertureDB's unified multimodal data management, freeing your AI teams to innovate. Set up and scale complex multimodal data infrastructure for billions of objects across your entire enterprise in days, not months. Unifying multimodal data, advanced vector search, and innovative knowledge graph with a powerful query engine to build AI applications faster at enterprise scale. ApertureDB can enhance the productivity of your AI/ML teams and accelerate returns from AI investment with all your data. Try it for free or schedule a demo to see it in action. Find relevant images based on labels, geolocation, and regions of interest. Prepare large-scale multi-modal medical scans for ML and clinical studies.

Starting Price: $0.33 per hour

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Base64.ai

Base64.ai is the leading no-code AI solution that understands documents, photos, and videos. One solution for all documents, including IDs, passports, invoices, checks, forms, and more. 400+ no-code integration to third-party systems for under 1 hour of integration time. Add new document types, integrations, and business rules. Command the AI for your needs. For most document types, OCR, data extraction, and integration take under 3 seconds. 99% extraction accuracy for most document types. Base64.ai improves with every document. Use Base64.ai via API, RPA systems, scanners, web, mobile apps, and others in our partner network. Our document reviewer team instantly verifies your results 24/7 for 100% data extraction accuracy. Detect and remove sensitive information such as names, dates, and document numbers. Base64.ai is a proud partner of the leading organizations in the automation world.

Starting Price: $3,000 per year

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Best Data Management Software - Page 41

Compare the Top Data Management Software as of January 2026 - Page 41

DoubleCloud

LanceDB

Tobiko

Azure AI Search

Dashbreeze

Tembo

Apache Impala

PuppyGraph

StarRocks

Timeplus

Arpio

AgentQL

Instant

Maps Scraper AI

Speedb

Monda

Taipy

DataLark

LeadMagic

Findymail

SelectDB

Kuzzle

WarpStream

PandaETL

Peaka

Apache Phoenix

VistaDB

Perst

ApertureDB

Base64.ai

Best Data Management Software - Page 41

Compare the Top Data Management Software as of January 2026 - Page 41

DoubleCloud

LanceDB

Tobiko

Azure AI Search

Dashbreeze

Tembo

Apache Impala

PuppyGraph

StarRocks

Timeplus

Arpio

AgentQL

Instant

Maps Scraper AI

Speedb

Monda

Taipy

DataLark

LeadMagic

Findymail

SelectDB

Kuzzle

WarpStream

PandaETL

Peaka

Apache Phoenix

VistaDB

Perst

ApertureDB

Base64.ai

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