Page 8 | Compare Business Software for Databricks Data Intelligence Platform: July 2025 Reviews & Comparison

Unstructured

80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more. Unstructured effortlessly extracts and transforms complex data for use with every major vector database and LLM framework. Unstructured allows data scientists to pre-process data at scale so they spend less time collecting and cleaning, and more time modeling and analyzing. Our enterprise-grade connectors capture data wherever it lives, so we can transform it into AI-friendly JSON files for companies who are eager to fold AI into their business. You can count on Unstructured to deliver data that's curated, clean of artifacts, and most importantly, LLM-ready.

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APERIO DataWise

APERIO

Data is used in every aspect of a processing plant or facility, it is underlying most operational processes, most business decisions, and most environmental events. Failures are often attributed to this same data, in terms of operator error, bad sensors, safety or environmental events, or poor analytics. This is where APERIO can alleviate these problems. Data integrity is a key element of Industry 4.0; the foundation upon which more advanced applications, such as predictive models, process optimization, and custom AI tools are developed. APERIO DataWise is the industry-leading provider of reliable, trusted data. Automate the quality of your PI data or digital twins continuously and at scale. Ensure validated data across the enterprise to improve asset reliability. Empower the operator to make better decisions. Detect threats made to operational data to ensure operational resilience. Accurately monitor & report sustainability metrics.

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Virtualitics

Embedded AI and rich 3D visualizations empower analysts to deliver transformational business strategies, never miss the critical insights in your data again. Virtualitics’ Intelligent Exploration empowers analysts with embedded AI-guided exploration, automatically surfacing insights that drive transformative action. Understand what you’re seeing with AI-guided exploration, explained in plain language so nothing gets missed. Drill into all the relevant data, no matter type or complexity, to discover key relationships in seconds. Increase engagement and understanding with rich 3D visualizations that bring data stories to life. Analyze data from new angles with 3D and VR data visualizations that make deciphering complex findings easier. Share strategic insight with annotated discoveries and clear explanations for all stakeholders.

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Kestra

Kestra is an open-source, event-driven orchestrator that simplifies data operations and improves collaboration between engineers and business users. By bringing Infrastructure as Code best practices to data pipelines, Kestra allows you to build reliable workflows and manage them with confidence. Thanks to the declarative YAML interface for defining orchestration logic, everyone who benefits from analytics can participate in the data pipeline creation process. The UI automatically adjusts the YAML definition any time you make changes to a workflow from the UI or via an API call. Therefore, the orchestration logic is defined declaratively in code, even if some workflow components are modified in other ways.

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Pantomath

Organizations continuously strive to be more data-driven, building dashboards, analytics, and data pipelines across the modern data stack. Unfortunately, most organizations struggle with data reliability issues leading to poor business decisions and lack of trust in data as an organization, directly impacting their bottom line. Resolving complex data issues is a manual and time-consuming process involving multiple teams all relying on tribal knowledge to manually reverse engineer complex data pipelines across different platforms to identify root-cause and understand the impact. Pantomath is a data pipeline observability and traceability platform for automating data operations. It continuously monitors datasets and jobs across the enterprise data ecosystem providing context to complex data pipelines by creating automated cross-platform technical pipeline lineage.

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Cranium

The AI revolution is here. Innovation is moving at light speed, and the regulation landscape is constantly evolving. How can you make sure that your AI systems — and those of your vendors — remain secure, trustworthy, and compliant? Cranium helps cybersecurity and data science teams understand everywhere that AI is impacting their systems, data or services. Secure your organization’s AI and machine learning systems to ensure they are compliant and trustworthy, without interrupting your workflow. Protect against adversarial threats without impacting how your team trains, tests and deploys AI models. Increase AI regulatory awareness and alignment within your organization. Showcase the security and trustworthiness of your AI systems.

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Wayfinder

Kythera

Wayfinder is the all-in-one, SaaS big data platform for healthcare and life sciences, unifying data, analytics, and AI workloads into an ecosystem that accelerates the time to insights for the healthcare and life sciences industries. Wayfinder makes it possible to find granular insights from healthcare data faster. Built on the Databricks Lakehouse platform, Wayfinder delivers access to over 45 terabytes of de-identified, remastered claims data and meets the unique data and processing needs of the healthcare and life sciences industries at scale. With Wayfinder, you can analyze higher-quality claims data to identify rare patients, and target providers, build comprehensive patient journeys, and identify market trends, all with granular detail to inform strategies that drive differentiation and growth. Wayfinder is your big data infrastructure, so you can stop preparing and managing your data and start analyzing.

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Qlik Staige

QlikTech

Harness the power of Qlik® Staige™ to make AI real by delivering a trusted data foundation, automation, actionable predictions, and company-wide impact. AI isn’t just experiments and initiatives — it’s an entire ecosystem of files, scripts, and results. Wherever your investments, we’ve partnered with top sources to bring you integrations that save time, enable management, and validate quality. Automate the delivery of real-time data into AWS data warehouses or data lakes, and make it easily accessible through a governed catalog. Through our new integration with Amazon Bedrock, you can easily connect to foundational large language models (LLMs) including A21 Labs, Amazon Titan, Anthropic, Cohere, and Meta. Seamless integration with Amazon Bedrock makes it easier for AWS customers to leverage large language models with analytics for AI-driven insights.

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Validio

See how your data assets are used: popularity, utilization, and schema coverage. Get important insights about your data assets such as popularity, utilization, quality, and schema coverage. Find and filter the data you need based on metadata tags and descriptions. Get important insights about your data assets such as popularity, utilization, quality, and schema coverage. Drive data governance and ownership across your organization. Stream-lake-warehouse lineage to facilitate data ownership and collaboration. Automatically generated field-level lineage map to understand the entire data ecosystem. Anomaly detection learns from your data and seasonality patterns, with automatic backfill from historical data. Machine learning-based thresholds are trained per data segment, trained on actual data instead of metadata only.

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DataForge

DataForge is the only framework to cover all three major data components of data development By combining unique elements within each component with an overall approach, DataForge creates the best foundation for any data design. DataForge Cloud (DFC) is a fully-featured data platform management service built around DataForge It translates the framework into automated developer workflows and provides tools to execute processing on platforms like Databricks and Snowflake. Through a combination of code structure and an event-based workflow engine, DFC fully automates the defining of required processing steps and dependency management. With standardized processing steps comes predictable infrastructure sizing. DFC leverages dynamic allocation and the best cluster/warehouse option at every step to ensure the best performance per cost possible.

Starting Price: $2.50 per process

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BREVIAN

AI agent that understands data from your ticketing systems, CRMs, knowledge bases and release notes, and assists your support teams to resolve tickets faster. Automate routing tickets to the right team based on ticket content. Go from reactive support to proactive support by detecting emerging issues earlier. Categorize tickets into common topics and trends, and improve knowledge bases to reduce ticket volume. BREVIAN AI agents have security and safety built-in, so you don’t need to integrate different products to be enterprise-ready. Implement consistent controls independent of your data and models. Business teams can even combine different agents to build an intelligent network across their enterprise data. Knowledge extraction for structured and unstructured data including images.

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Fluent

Self-serve your company's data insights with AI. Fluent is your AI data analyst, it helps you explore your data and uncover the questions you should be asking. No complicated UI and no learning curve; just type in your question and Fluent will do the rest. Fluent works with you to clarify your question, so you can get the insight you need. With Fluent, you can uncover the questions you should be asking to get more out of your data. Fluent lets you build a shared understanding of your data, with real-time collaboration and a shared data dictionary. No more silos, no more confusion, and no more disagreements on how to define revenue. Fluent integrates with Slack and Teams, so you can get data insights without leaving your chat. Fluent gives verifiable output with a visual display of the exact SQL journey and AI logic for each query. Curate tailored datasets with clear usage guidelines and quality control, enhancing data integrity and access management.

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Tarsal

Tarsal's infinite scalability means as your organization grows, Tarsal grows with you. Tarsal makes it easy for you to switch where you're sending data - today's SIEM data is tomorrow's data lake data; all with one click. Keep your SIEM and gradually migrate analytics over to a data lake. You don't have to rip anything out to use Tarsal. Some analytics just won't run on your SIEM. Use Tarsal to have query-ready data on a data lake. Your SIEM is one of the biggest line items in your budget. Use Tarsal to send some of that data to your data lake. Tarsal is the first highly scalable ETL data pipeline built for security teams. Easily exfil terabytes of data in just just a few clicks, with instant normalization, and route that data to your desired destination.

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Quest

Empower growth & marketing teams to boost engagement and conversion 10x faster without data or engineering teams. Enhance your app with AI-driven personalized UI, seamlessly integrated with your data stack for a tailored user experience. Tailoring the onboarding process can significantly improve user activation. By considering factors like user roles, company type, and intent, we can create custom quick-start guides and tours. By allowing users to customize menu items or shop items based on their interests and behavior, we can create a personalized browsing experience. By leveraging insights such as purchase history, browsing behavior, and demographics, we can deliver targeted promotions and discounts that resonate with each user. Our analytical models find common traits for users who are not active and create thousands of segments to activate them. Easily find winning variants among millions of variants to power users across the customer journey.

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Luca

Luca’s AI-powered pricing engine uses sales patterns and market intelligence to make smart pricing and promotional decisions. Build out a pricing strategy using a combination of category and business-level objectives and rules. Apply competitor bounds, margin goals, rounding rules, and more. Interact with how those constraints apply to each SKU. Northstar for your pricing objective, with a willing tradeoff between revenue and profit. AI-powered match algorithm that looks for exact and partial matches, allowing operators to price comparatively against exactly matched products but also reasonable substitutes. Generate new prices at the cadence that is right for your business. Evaluate the forecasted impact of each change at an SKU level as well as a business level. Bring your whole team to the Luca dashboard for team decision-making. Remove the guesswork with a rich metrics dashboard to understand the forecasted impact of each change.

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Velotix

Velotix empowers organizations to maximize the value of their data while ensuring security and compliance in a rapidly evolving regulatory landscape. The Velotix Data Security Platform offers automated policy management, dynamic access controls, and comprehensive data discovery, all driven by advanced AI. With seamless integration across multi-cloud environments, Velotix enables secure, self-service data access, optimizing data utilization without compromising on governance. Trusted by leading enterprises across financial services, healthcare, telecommunications, and more, Velotix is reshaping data governance for the ‘need to share’ era.

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Armada.ai

Armada is the world’s first full-stack edge computing platform, revolutionizing connectivity, computing, and AI solutions where they’re needed most, anywhere on Earth. As globalization accelerates the demand for sophisticated edge computing technology escalates. Our holistic edge computing solution is designed to help industrial businesses thrive wherever they operate, even in the most remote corners of the world. Data is the new oil and speed is the new currency of business. We empower you to scale effortlessly and take control like never before. Whether expanding your network or enhancing existing resources, our software simplifies the process. We help companies to efficiently manage and optimize their Starlink fleet for unparalleled connectivity at the edge. Gain access to a world of seamless satellite monitoring and management. We offer unprecedented advantages to enhance connectivity, streamline operations, and boost productivity.

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GrowthLoop

GrowthLoop is the company behind the #1 G2 rated AI-powered composable CDP. The world’s most advanced marketing teams rely on GrowthLoop’s cloud-native platform to unleash the power of their first-party data to grow revenue, increase conversion rates, and improve retention & loyalty. Enterprises get the benefit of compounding growth by activating a self-reinforcing marketing loop: AI agents that build audiences on the data cloud, omni-channel journey orchestration, and results that are automatically turned into actionable suggestions for their next campaign. Built for marketers, GrowthLoop is trusted by brands like Indeed, Mercari, NASCAR, and Express.

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Decentriq

Privacy-minded organizations work with Decentriq. With the latest advancements in encryption and privacy-enhancing technologies such as synthetic data, differential privacy, and confidential computing, your data stays under your control at all times. End-to-end encryption keeps your data private to all other parties. Decentriq cannot see or access your data. Remote attestation gives you verification that your data is encrypted and only approved analyses are running. Built-in partnership with market-leading hardware and infrastructure providers. Designed to handle even advanced AI and machine learning models, the platform keeps your data inaccessible no matter the challenge. With processing speeds approaching typical cloud levels, you don’t have to sacrifice scalability for excellent data protection. Our growing network of data connectors supports more streamlined workflows across leading data platforms.

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Notus

Notus integrates with a wide range of data sources to deliver continuous, unified asset visibility, enabling actionable insights for critical remediation. Identify all devices, software, and configurations with existing tools. Focus on the most critical vulnerabilities first. Stay informed of changes and emerging threats. Uncover vulnerabilities and misconfiguration. Ensure that security considerations are addressed throughout the asset and software lifecycles. Track software usage, prevent violations, and optimize costs. continuous. Streamline issue resolution by assigning tasks to relevant teams. Conducting manual cybersecurity asset inventories is labor-intensive, often carried out around 12 times annually. Despite this effort, you still won't achieve an up-to-date, consolidated view of your entire environment. By using Notus, the process of managing cybersecurity asset inventories becomes straightforward and instantaneous.

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Timbr.ai

The smart semantic layer integrates data with business meaning and relationships, unifies metrics, and accelerates the delivery of data products with 90% shorter SQL queries. Easily model data using business terms to give it common meaning and align business metrics. Define semantic relationships that substitute JOINs so queries become much simpler. Use hierarchies and classifications to better understand data. Automatically map data to the semantic model. Join multiple data sources with a powerful distributed SQL engine to query data at scale. Consume data as a connected semantic graph. Boost performance and save compute costs with an intelligent cache engine and materialized views. Benefit from advanced query optimizations. Connect to most clouds, datalakes, data warehouses, databases, and any file format. Timbr empowers you to work with your data sources seamlessly. When a query is run, Timbr optimizes the query and pushes it down to the backend.

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BeagleGPT

Proactive data and insights nudges for each user according to their usage pattern, automated heuristic rules, data updates, and user-cohort learnings. The semantic layer is finetuned for organizations with their nomenclatures and terminologies. User roles and preferences are considered while building responses for them. Advanced modules to answer how, why and so what scenarios. A single subscription covers the entire organization, truly propelling data democratization. Beagle is built to nudge you and your team toward data-driven decision-making. It is your personal data assistant that delivers all data-related updates and alerts in your message box. With in-built self-service functionalities, Beagle reduces the total cost of ownership by huge margins. Beagle connects with other dashboards to enhance their power and increase their reach in the organization.

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FinOpsly

At FinOpsly, we're committed to delivering secure, efficient, and transparent FinOps solutions. Create transparency and shared accountability for optimizing cloud costs. Predict your cloud spend and track it against the budget. Proactively manage and optimize your multi-cloud environments. Transparency and shared accountability for optimizing cloud costs. and achieve complete cloud cost ownership with seamless user onboarding and access governance, robust policy administration including shared resources, accurate chargebacks, and collaborative cost management. You no longer need to understand the technical jargon of cloud. Ask your question in natural language and receive rich and accurate answers with actionable findings tailored to your needs. Identify waste and pinpoint high-yield optimization opportunities by right-sizing resources with data-driven insights. Effortlessly create tickets and drive action with one-click integration with Jira and ServiceNow.

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Salesforce Data Cloud

Salesforce

Salesforce Data Cloud is a real-time data platform designed to unify and manage customer data from multiple sources across an organization, enabling a single, comprehensive view of each customer. It allows businesses to collect, harmonize, and analyze data in real time, creating a 360-degree customer profile that can be leveraged across Salesforce’s various applications, such as Marketing Cloud, Sales Cloud, and Service Cloud. This platform enables faster, more personalized customer interactions by integrating data from online and offline channels, including CRM data, transactional data, and third-party data sources. Salesforce Data Cloud also offers advanced AI gents and analytics capabilities, helping organizations gain deeper insights into customer behavior and predict future needs. By centralizing and refining data for actionable use, Salesforce Data Cloud supports enhanced customer experiences, targeted marketing, and efficient, data-driven decision-making across departments.

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Churned

Integrate all your customer data from any tech stack and get a clear overview of relevant data for each customer, including risk levels, churn rates, and usage trends. Unify your data to get a complete overview of your customers' health and trends. Use Churned's insights to take a proactive approach to fighting churn and identify the actions you should take to prevent customers from churning. AI-based health scores, key churn drivers, and next best actions. Automated alerts when a customer is at risk or an opportunity arises. Easy-to-understand results based on customer segments. Get automated alerts when a customer is at risk or an opportunity arises, and execute the right engagement proactively with customers in poor health. Maximize growth opportunities with the healthiest customers. Boost your business's growth with Churned's automated next-best product offerings and personalized customer contact channels.

Starting Price: €199 per month

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Adaptive

Adaptive is a data security platform designed to prevent sensitive data exposure across all human and non-human entities. It offers a secure control plane to protect and access data, featuring an agentless architecture that requires zero network reconfiguration and can be deployed in the cloud or on-premises. The platform enables organizations to share privileged access to data sources without sharing actual credentials, enhancing security posture. It supports just-in-time access to various data sources, including databases, cloud infrastructure resources, data warehouses, and web services. Adaptive also facilitates non-human data access by connecting third-party tools or ETL pipelines through a central interface without exposing data source credentials. To minimize data exposure, the platform provides data masking and tokenization for non-privileged users without altering access workflows. Comprehensive audibility is achieved through identity-based audit trails across all resources.

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Noma

From development to production and from classic data engineering to AI. Secure the development environments, pipelines, tools, and open source components that make up your data and AI supply chain. Continuously discover, prevent, and fix AI security and compliance risks before they make their way to production. Monitor your AI applications in runtime, detect and block adversarial AI attacks, and enforce app-specific guardrails. Noma seamlessly embeds across your data and AI supply chain and AI applications, mapping all your data pipelines, notebooks, MLOps tools, open-source AI components, first- and third-party models, and datasets, automatically generating a comprehensive AI/ML-BOM. Noma continuously identifies and provides actionable remediations for security risks such as misconfigurations, AI vulnerabilities, and against-policy training data usage throughout your data and AI supply chain, enabling you to proactively improve your AI security posture.

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OneTrust Third-Party Management

OneTrust

OneTrust's Third-Party Management solution transforms your third-party lifecycle with data-driven automation, shifting from a questionnaire-first to a risk-based approach by integrating data to streamline and secure your third-party ecosystem. It automates manual processes and tailors assessments to the unique needs of each third-party engagement, improving assessment efficiency. Customers experience, on average, more than a 70% reduction in time and cost associated with completing a third-party risk assessment, reducing onboarding time and cost. The platform leverages industry-leading data sources to continuously monitor third-party risk postures and automatically respond as new risks surface. It increases consistency and efficiency by aligning workstreams, band ringing teams together across common workflows, data objects, inventories, and objectives. The solution scales internal capacity by automating key processes, and enabling centralized management of third-party inventories.

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OneTrust Data & AI Governance

OneTrust

OneTrust's Data & AI Governance solution is an integrated platform designed to establish data and AI policies by consolidating insights from data, metadata, models, and risk assessments, providing comprehensive visibility into data products and AI development. It accelerates data-driven innovation by increasing the speed of approval for data products and AI systems. The solution enhances business continuity through continuous monitoring of data and AI systems, ensuring regulatory compliance, effective risk management, and reduced application downtime. It simplifies compliance by centrally defining, orchestrating, and natively enforcing data policies. Key features include consistent scanning, classification, and tagging of sensitive data to ensure the reliable application of data governance policies across structured and unstructured sources. It promotes responsible data usage by enforcing role-based access within a robust data governance framework.

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Agile Data Engine

Agile Data Engine is a comprehensive DataOps platform designed to streamline the development, deployment, and operation of cloud-based data warehouses. It integrates data modeling, transformations, continuous deployment, workflow orchestration, monitoring, and API connectivity within a single SaaS solution. The platform's metadata-driven approach automates SQL code generation and data load workflows, enhancing productivity and agility in data operations. Supporting multiple cloud database platforms, including Snowflake, Databricks SQL, Amazon Redshift, Microsoft Fabric (Warehouse), Azure Synapse SQL, Azure SQL Database, and Google BigQuery, Agile Data Engine offers flexibility in cloud environments. Its modular data product framework and out-of-the-box CI/CD pipelines facilitate seamless integration and continuous delivery, enabling data teams to adapt swiftly to changing business requirements. The platform also provides insights and statistics on data platform performance.

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Business Software for Databricks Data Intelligence Platform - Page 8

Top Software that integrates with Databricks Data Intelligence Platform as of July 2025 - Page 8

Unstructured

APERIO DataWise

Virtualitics

Kestra

Pantomath

Cranium

Wayfinder

Qlik Staige

Validio

DataForge

BREVIAN

Fluent

Tarsal

Quest

Luca

Velotix

Armada.ai

GrowthLoop

Decentriq

Notus

Timbr.ai

BeagleGPT

FinOpsly

Salesforce Data Cloud

Churned

Adaptive

Noma

OneTrust Third-Party Management

OneTrust Data & AI Governance

Agile Data Engine