Page 34 | Best Data Management Software of 2026

dbForge SQL Complete

Devart

dbForge SQL Complete is a powerful coding assistance tool available as an add-in for SQL Server Management Studio (SSMS) and Visual Studio (VS). It offers numerous features to enhance code quality and accelerate code creation within the standard interface. Key Features: - Intelligent SQL completion and suggestion - T-SQL formatting and code standardizing - Code Refactoring * Productivity Extension - Support for SSMS 21.0 Preview 7 dbForge SQL Complete greatly reduces human typing errors. Its integration with SSMS enhances coding capabilities, providing users with a robust toolset.

Starting Price: $129.95

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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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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

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JANUSEC Privacy

JANUSEC

JANUSEC Privacy, provides an accountability framework and on-premise IT solutions for privacy compliance governance, including records of processing activities, privacy impact assessments, asset security assessments, control measures, etc., to help enterprises demonstrate privacy compliance with accountability (GDPR, CCPA etc.). Records of Processing Activities (GDPR Article 30). PIA (Privacy Impact Assessment) or DPIA (Data Protection Impact Assessment, GDPR Article 35). Data classification, demonstrate compliance with accountability (GDPR Article 5). JANUSEC Privacy, provides an accountability framework and on-premise IT solutions for privacy compliance governance, including records of processing activities, privacy impact assessments, asset security assessments, control measures, etc., to help enterprises demonstrate privacy compliance with accountability (GDPR etc.).

Starting Price: $299/month

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Pretectum

Whether your business uses a CRM, ERP, CDP, or simply a marketing platform or custom database and applications, there is a benefit in focusing on the all-important customer master with the modern Pretectum CMDM, a SaaS customer master data management platform. At Pretectum, we feel we’ve mastered the journey of customer master data curation, from the moment you define what a customer is to transacting and nurturing your relationship with them. More importantly, Pretectum facilitates your customer by providing you with even more information if they choose to, elevating your knowledge of them, growing customer familiarity, augmenting customer insight, and identifying your customers' preferences.

Starting Price: $150 per month

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ImportFromWeb

NoDataNoBusiness

ImportFromWeb is a Google Sheets add-on to extract and manipulate external Web data in a spreadsheet. As it is a simple function, it's a no-code solution with no technical knowledge required. The specificity of our product is that it is designed to import, cross and manipulate web data directly in Google Sheets. Any data from any website can be imported and integrated into the users’ dashboards or workflows. Data is imported through a function specifying 2 arguments: the website (URL) and the data location (which may require some HTML knowledge). HTML and CSS are the basics when it comes to build a website. While HTML shows the structure of the page, a CSS stylesheet allows to determinate graphical properties to the HTML elements. A blue background, a bold font or even the spacing between two paragraphs are defined by CSS.

Starting Price: $11 per user per month

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Bardeen

Bardeen AI

Bardeen saves you time by automating repetitive tasks with a shortcut. It combines a powerful workflow builder, AI-based recommendations, and contextual automation. AI helps you find the right automation for the right context. No need to think about your time leaks. Our smart suggestions will show you the right automation at the perfect moment. There are hundreds of automation for the most common workflows. Try them, customize them, or use them to inspire your own. Set triggers and connect your apps, so that your data moves freely. Autobooks can join your next Zoom meeting, open links, take screenshots, send notifications, and more. Everyone’s workflow is unique. Build automation in minutes and let it do exactly what you want. Our scraper allows you to extract data from the web and use it in your workflows. Launch your productivity boost today. Forget copy-pasting, and get data from any website.

Starting Price: $60/month

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AB Handshake

AB Handshake offers a game-changing solution for telecom service providers that eliminates fraud on inbound and outbound voice traffic. We validate each call using our advanced system of interaction between operators. This means 100% accuracy and no false positives. Every time a call is set up, the call details are sent to the Call Registry. The validation request arrives at the terminating network before the actual call. Cross-validation of call details from two networks allows detecting any manipulation. Call registries run on simple common use hardware, no additional investment needed. The solution is installed within the operator’s security perimeter and complies with security and personal data processing requirements. Practice occurring when someone gains access to a business's PBX phone system and generates profit from the international calls at the business's expense.

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Comet

Manage and optimize models across the entire ML lifecycle, from experiment tracking to monitoring models in production. Achieve your goals faster with the platform built to meet the intense demands of enterprise teams deploying ML at scale. Supports your deployment strategy whether it’s private cloud, on-premise servers, or hybrid. Add two lines of code to your notebook or script and start tracking your experiments. Works wherever you run your code, with any machine learning library, and for any machine learning task. Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Monitor your models during every step from training to production. Get alerts when something is amiss, and debug your models to address the issue. Increase productivity, collaboration, and visibility across all teams and stakeholders.

Starting Price: $179 per user per month

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Normalyze

Our agentless data discovery and scanning platform is easy to connect to any cloud account (AWS, Azure and GCP). There is nothing for you to deploy or manage. We support all native cloud data stores, structured or unstructured, across all three clouds. Normalyze scans both structured and unstructured data within your cloud accounts and only collects metadata to add to the Normalyze graph. No sensitive data is collected at any point during scanning. Display a graph of access and trust relationships that includes deep context with fine-grained process names, data store fingerprints, IAM roles and policies in real-time. Quickly locate all data stores containing sensitive data, find all-access paths, and score potential breach paths based on sensitivity, volume, and permissions to show all breaches waiting to happen. Categorize and identify sensitive data-based industry profiles such as PCI, HIPAA, GDPR, etc.

Starting Price: $14,995 per year

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DocuClipper

Extract important data from any scanned or digital PDF document. Send it to Excel, QuickBooks, and other apps. DocuClipper uses OCR technology and can pull data from any digital or scanned document. DocuClipper works with both bank and credit card statements. DocuClipper has passed an independent security review by Intuit and follows security best practices. DocuClipper automatically pulls the transactions, dates, and other relevant data from any scanned or digital PDF bank statement. Hundreds of banks are supported, from big national banks to small credit unions. Automatically import the transactions into an Excel spreadsheet or download a file that can be imported into your accounting software. DocuClipper supports QuickBooks, Xero, Sage, and other popular accounting software. Conversion accuracy is ensured by automatic reconciliation, which compares transaction totals to summary information on the statement.

Starting Price: $29 per month

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Scrape.do

Websites with tight restrictions? It’s pie! Scrape.do’s data centers, mobile and residential proxies are ready to crawl anywhere with no restrictions! Waiting for crawling results? Hey, that's not you. We could manage requests and push results for your end. Click a button, open a popup, explore the targeted website: advanced JS Execution lets you do it all! Scrape.do has a mechanism which chooses the proxy type by the target domain. But you can force the API to use mobile and residential IP pool with using super proxy. By sending parameters such as URL, Header, Body etc. to the Scrape.do API, you can access the target website via proxies and obtain the raw data you want. The all request parameters you send to scrape.do will be forwarded to the target website without changes. The data center, residential and mobile IPs from a large IP pool are used to crawl a target site with 99.9% success, with using different IPs for every request.

Starting Price: $29 per month

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AvesAPI

Use the Best Google Search API and scrape Top-100 results in real-time with the most reliable, lightning-fast, and lowest-cost SERP API in the world! Our SERP API allows you to retrieve HTML results from Google by any device and location regarding your query. If you already have your own parser then the HTML export option would be the best fit for your business. If you don't have a parser and you need structured data then JSON export would be the best choice for your business. Our structured SERP data contains almost all major SERP features such as videos, images, maps, answer-box etc. We use pay-per-request pricing model. You don’t need to subscribe any package. You only pay upon successful requests. So you save your money. Extracting shopping data is so easy with AvesAPI. You can export shopping data from Google by using our smart SERP data parser. Use JSON export and extract all the features regarding a product like title, description, pricing, category, related products, and more.

Starting Price: $50 per month

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ScrapingBee

We manage thousands of headless instances using the latest Chrome version. Focus on extracting the data you need, and not dealing with concurrent headless browsers that will eat up all your RAM and CPU. Thanks to our large proxy pool, you can bypass rate limiting website, lower the chance to get blocked and hide your bots! ScrapingBee web scraping API works great for general web scraping tasks like real estate scraping, price-monitoring, extracting reviews without getting blocked. documentation. If you need to click, scroll, wait for some elements to appear or just run some custom JavaScript code on the website you want to scrape, check our JS scenario feature. If coding is not your thing, you can leverage our Make integration to create custom web scraping engines without writing a single line of code!

Starting Price: $49 per month

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ScraperAPI

ScraperAPI is a powerful web scraping API that enables users to collect data from any public website without worrying about proxies, browsers, or CAPTCHA challenges. It offers scalable and consistent data extraction solutions, including plug-and-play scraping, structured endpoints, and asynchronous request handling. The platform supports scraping popular sites like Amazon, Google, Walmart, and more, transforming raw web pages into clean, structured JSON or CSV data. Users can automate complex data pipelines without coding and benefit from global proxy coverage and geotargeting. ScraperAPI saves development time by managing proxy rotation, CAPTCHA solving, and browser rendering behind the scenes. Trusted by over 10,000 companies, it serves billions of requests monthly to help businesses gain competitive advantage through efficient data collection.

Starting Price: $49 per month

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ScrapeOwl

We only use the highest quality residential IP addresses to ensure reliability and uptime. Run chrome instances to scrape-at-scale without worrying about resource usage or browser and session management. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Circumvent web security measures by getting data without triggering Catpchas on Cloudflare, Hcaptcha, Google recaptcha. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Extract only the elements you need from a page without needing to parse html yourself. Collect products, prices, and descriptions from product listing pages on e-commerce platforms. APIs are consumed programmatically, meaning you write a program to get the data you want from websites you want to scrape and parse.

Starting Price: $29 per month

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WebSundew

Extract any Web Data with one click. No need to write codes or to hire software developers. Collect, Analyze and Get Profit from Web Data with Advanced WebSundew Software and services. Desktop or Cloud Version, select a better way to extract Web Data for you. Run the software on Windows, Mac or Linux Scrape text, files, images and PDF for realty, retail, medicine, recruitment, automotive, oil and gas industry, e-commerce etc.

Starting Price: $99 one-time payment

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Arcion

Arcion Labs

Deploy production-ready change data capture pipelines for high-volume, real-time data replication - without a single line of code. Supercharged Change Data Capture. Enjoy automatic schema conversion, end-to-end replication, flexible deployment, and more with Arcion’s distributed Change Data Capture (CDC). Leverage Arcion’s zero data loss architecture for guaranteed end-to-end data consistency, built-in checkpointing, and more without any custom code. Leave scalability and performance concerns behind with a highly-distributed, highly parallel architecture supporting 10x faster data replication. Reduce DevOps overhead with Arcion Cloud, the only fully-managed CDC offering. Enjoy autoscaling, built-in high availability, monitoring console, and more. Simplify & standardize data pipelines architecture, and zero downtime workload migration from on-prem to cloud.

Starting Price: $2,894.76 per month

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IOMETE

IOMETE is a self-hosted data lakehouse platform built on Apache Iceberg, Apache Spark, and Kubernetes. Run it on-premises or in your private cloud — your infrastructure, your data, your control. Built for enterprises in regulated industries, IOMETE eliminates third-party ICT risk at the data layer by architecture — not by contract. No SaaS dependencies. No data leaving your perimeter. Compliance with GDPR, DORA, and NIS2 is structural, not contractual. Included in one platform: - Data Lakehouse(s) - Data Catalog - SQL Editor - Apache Spark Jobs - ML Notebooks - Orchestration Engine - Spark Connect Key capabilities: Apache Iceberg-native storage, Kubernetes-native deployment (K8s + OpenShift), row/column/tag-based access control, Data Mesh support, air-gapped and zero-trust compatible. Transparent pricing — CPU-based, no per-query fees, no billing surprises.

Starting Price: Free

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Tugger

Tugger swiftly and securely copies your data out of your business system(s) and into data analytics tools Microsoft Power BI or Tableau for first-rate business reporting. Once your data is transferred, Tugger also gets you set up with key business reports for a complete end-to-end solution, no other ETL tool offers this complete package. Tugger makes your life easier by removing the need for any manual API integrations and reduces the risk of skewed data. No technical knowledge is required and all users get access to Tugger's popular support. Data Sources that Tugger integrates with include: HubSpot, Harvest, Microsoft Teams, JIRA, GitHub and more.

Starting Price: £75 per month

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Manticore Search

Manticore Search is an open-source database that was created in 2017 as a continuation of the Sphinx Search engine. We took all the best from it, significantly improved its functionality, fixed hundreds of bugs, rewrote the code almost completely, and kept it open-source! That all has made Manticore Search a modern, fast, light-weight, and full-featured database with outstanding full-text search capabilities. We believe that nowadays any technology vendor’s key priority should be to make it as easy to use as possible. We don’t want our users, be it a developer or DevOps to become experts in databases or search engines or have a Ph.D. to be able to use Manticore products. We assume you have other things to do rather than spending hours trying to understand how this or that setting affects this or that functionality. Hence, Manticore Search should work fine in most cases even on defaults.

Starting Price: Free

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Propellum

Propellum Infotech

Propellum is the go-to expert for job wrapping services that help job boards transform into a high-performing, reliable platform. From job scraping and data enrichment to automated posting, aggregation, and customized feeds, our AI-driven job automation software ensures your job board remains smart, accurate, and up-to-date. With advanced AI job-crawling technology, we extract job information seamlessly, regardless of its complexity, directly from the employer's career site. Our job data enrichment services then transform this raw job data into a polished, accurate, and well-structured job feed based on your preferences. Backed by our proprietary job aggregation software and automated job posting solution, Propellum delivers high-volume quality job data to your board instantly, keeping your listings relevant, reliable, and timely.

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Botster

No-code bots for data retrieval, monitoring, and automation. Your personal robot army to automate work processes and routines. Automate repetitive tasks with our pre-built or custom tools. Extract information from websites into well-structured files for analysis. Beat your competitors by monitoring prices, inventory, and other data. Start monitoring your metrics and get timely reports when things go wrong. Effortlessly collaborate on your projects together. Get custom tools built exclusively for your company by our dev team. Share data and custom bots only with your company members. Streamline data across your preferred channels and messengers. Forward alerts, notifications, and data files (Excel, CSV, or JSON). Developer? Create complex integrations using our Bot API! Extracts contact information e.g. emails, phones and links to social networks from a list of websites. Finds all email addresses having the same domain.

Starting Price: Free

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Grouparoo

We are at the next step in the data-driven evolution of how businesses scale. Over the last few years, teams have been investing by collecting key data and insights in their data warehouses to power BI and Data Science. The companies at the forefront of the Modern Data Stack movement are just starting to do Reverse ETL back to empower Marketing, Sales, and Support tools with this same data so they can make those teams more effective. Grouparoo helps these companies scale by making integrations easy. And Grouparoo is open source, so flexibility and privacy are at the heart of the solution. Grouparoo is powered by code. You can use Grouparoo just like the rest of your tech stack; you can develop locally, commit your changes, and deploy. Our web-based user interface makes it easy to generate configuration files for even the most complex schema.

Starting Price: $150 per month

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Seekwell

SeekWell

Unlock your data warehouse. Write SQL and sync the results to the apps your team operates in. Connect to Postgres, MySQL, Snowflake, Redshift, and SQL Server. Send data where your team needs it like Google Sheets, Excel, Slack and email. Schedule your queries to run hourly, daily, weekly or every 5 minutes. Your data will always be fresh and up to date. Share, tag, and discover code written by anyone on your team. Never re-write code someone else has already perfected. Share small, reusable bits of SQL with your team using Snippets. They're great for automating date formatting or metric defintions. An always up-to-date Wall Street Journal article about your company automatically refreshed and delivered to your inbox daily.

Starting Price: $50 per month

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DQOps

DQOps is an open-source data quality platform designed for data quality and data engineering teams that makes data quality visible to business sponsors. The platform provides an efficient user interface to quickly add data sources, configure data quality checks, and manage issues. DQOps comes with over 150 built-in data quality checks, but you can also design custom checks to detect any business-relevant data quality issues. The platform supports incremental data quality monitoring to support analyzing data quality of very big tables. Track data quality KPI scores using our built-in or custom dashboards to show progress in improving data quality to business sponsors. DQOps is DevOps-friendly, allowing you to define data quality definitions in YAML files stored in Git, run data quality checks directly from your data pipelines, or automate any action with a Python Client. DQOps works locally or as a SaaS platform.

Starting Price: $499 per month

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GRC Toolbox

Swiss GRC

GRC Toolbox is an integrated software solution for governance, risk and compliance management. It combines apps that manage the fundamental functions of GRC into a single integrated solution. Customers benefit from a systematic, coordinated approach to managing GRC-related strategy and implementation. Features covered by the GRC Toolbox include risk management, internal control system (ICS), compliance management, information security management (ISMS), data protection management, audit management, contract management and business continuity management (BCM). The GRC Toolbox helps teams successfully manage risk, monitor controls, manage policies and contracts, and demonstrate compliance with laws, regulations, and security requirements.

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TrueFoundry

TrueFoundry is a unified platform with an enterprise-grade AI Gateway - combining LLM, MCP, and Agent Gateway - to securely manage, route, and govern AI workloads across providers. Its agentic deployment platform also enables GPU-based LLM deployment along with agent deployment with best practices for scalability and efficiency. It supports on-premise and VPC installations while maintaining full compliance with SOC 2, HIPAA, and ITAR standards.

Starting Price: $5 per month

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LegacyFlo

Businesses are moving their communication and collaboration systems to the cloud. They need an independent backup or archival of their data on a separate cloud to protect against vendor lock-in and downtime. Data operations with a high degree of human effort are prone to data loss or data theft. New tools need to support a large number of data types and also have strong in-built data integrity checks to enable error-free and quick migration of large volumes of data. Old software requires physical hardware to be provisioned and is also not geared to handle data generated by the new Saas tools. These tools require a very high degree of human effort to transform data. As the adoption of cloud communication services grows, huge volumes of data are generated. Operating on this data requires systems that are automated and highly scalable. Need hands-free and automation to ensure that the data being operated upon is secure.

Starting Price: $0.945 per GB

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Improver

We've combined results of Jan Tegze's independent study and data about the pricing of similar products. This chart shows the results: at the moment Improver is the most valuable tool for finding personal emails. Using the right tool is one of the key points in a recruiter's or sales' work. The faster you find the contacts you need, the faster you close a vacancy or sell your product. Choosing an email finder, we expect that it will be no need to use something else to get someone's contact. With just one click you'll reveal personal contacts of almost anyone you need. Our data is double-verified and continuously updated.

Starting Price: $15 per month

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Best Data Management Software - Page 34

Compare the Top Data Management Software as of May 2026 - Page 34

dbForge SQL Complete

Liquid Studio

Liquid Data Mapper

JANUSEC Privacy

Pretectum

ImportFromWeb

Bardeen

AB Handshake

Comet

Normalyze

DocuClipper

Scrape.do

AvesAPI

ScrapingBee

ScraperAPI

ScrapeOwl

WebSundew

Arcion

IOMETE

Tugger

Manticore Search

Propellum

Botster

Grouparoo

Seekwell

DQOps

GRC Toolbox

TrueFoundry

LegacyFlo

Improver

Best Data Management Software - Page 34

Compare the Top Data Management Software as of May 2026 - Page 34

dbForge SQL Complete

Liquid Studio

Liquid Data Mapper

JANUSEC Privacy

Pretectum

ImportFromWeb

Bardeen

AB Handshake

Comet

Normalyze

DocuClipper

Scrape.do

AvesAPI

ScrapingBee

ScraperAPI

ScrapeOwl

WebSundew

Arcion

IOMETE

Tugger

Manticore Search

Propellum

Botster

Grouparoo

Seekwell

DQOps

GRC Toolbox

TrueFoundry

LegacyFlo

Improver

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