Alternatives to SnowcatCloud
Compare SnowcatCloud alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to SnowcatCloud in 2026. Compare features, ratings, user reviews, pricing, and more from SnowcatCloud competitors and alternatives in order to make an informed decision for your business.
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1
D&B Connect
Dun & Bradstreet
Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. -
2
Kochava
Kochava
Kochava is a real-time data solutions company offering a comprehensive growth stack of solutions for data-driven advertisers. We empower advertisers to measure what matters with tools that deliver better insights and actionable data in one operational platform. Advertisers can map their growth journey with Kochava, leveraging mobile measurement partner (MMP) services, a next-generation marketing mix modeling (MMM) SaaS platform, and a premium platform for search ads automation and app store optimization (ASO). Kochava's MMM SaaS and search ads automation/ASO platforms work with advertisers using Kochava or any other MMP. With a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem, Kochava is trusted by top brands to harness their data for growth. Headquartered in Sandpoint, ID, the company has offices globally.Starting Price: FREE -
3
OpenSnowcat
OpenSnowcat
OpenSnowcat is an open source fork of Snowplow under the Apache 2.0 License that delivers a full event data pipeline for collection, enrichment, routing, and loading, remaining fully compatible with Snowplow and Segment SDKs. It provides an end-to-end solution to collect behavioral data from web and mobile sources, enrich it with customizable processes, route events through modern integrations, and load enriched data into destinations such as Snowflake, Redshift, S3, Amplitude, Kinesis, and more, with support for JSON and TSV output formats. OpenSnowcat emphasizes being free and open source forever with a trusted license, aiming for security, stability, and backward compatibility so existing Snowplow implementations can continue without disruption. Its architecture is designed for high performance, minimal latency, and dynamic scalability, integrating with cloud services to simplify management and cost efficiency at scale.Starting Price: Free -
4
Velocidi
Velocidi
Velocidi is a first-party audience solution for e-commerce marketers. Brands and their agencies use Velocidi to automatically build and segment their first-party audiences for strategic marketing on major platforms. Velocidi’s award-winning technology uses machine learning to predict customer behavior and create highly precise segments for campaigns that maximize revenue and accelerate growth. -
5
Claritas
Claritas
Our industry-leading Identity Graph unifies data from multiple sources, connecting devices to online behavior in a privacy compliant manner and into the intelligence you need to execute seamless multichannel engagements. Our multichannel execution solutions coupled with powerful analytics and modeling capabilities will make your marketing more effective and increase the ROI on every dollar. With over 10,000 highly-predictive demographic and behavioral indicators and the most comprehensive multicultural data, our proprietary data assets give marketers the most complete understanding of the American consumer.Starting Price: $89 per report -
6
LayerFive
LayerFive
LayerFive uses patent-pending AI technology to resolve consumer identities across all enterprise data sources, both online e.g., website and mobile apps, and offline e.g., CRM, Loyalty, Order Management etc., and builds a unified consumer profile. Using this as a core platform, we help improve marketing ROI by 2X+ with our omni-channel attribution, consumer journey analytics solutions as part of the 360 Marketing Analytics product. Additionally, we help enterprises comply with data privacy regulations e.g., GDPR, CCPA etc. by making consumers’ profile available directly to the consumers for self-serve privacy compliance, helping enterprises save cost while reducing the risk of non-compliance. Deterministic and patent-pending probabilistic identity resolution technology to unify consumer data across all enterprise data sources. LayerFive’s first-party tag to collect highest fidelity data from enterprise website without impacting data quality due to third-party cookie loss.Starting Price: $499 per month -
7
Fingerprint
Fingerprint
Stop fraud, spam, and account takeovers with 99.5% accurate browser fingerprinting as a service. Access suspicious visitor activity and geolocation at lightspeed. Integrate our API into your server-side business rules or signup process. Receive instant notifications delivered securely to your backend systems, ideal for building scalable and asynchronous processes. Powerful account takeover protection for any web application. Keep your customers' accounts safe by accurately identifying threats before they cause damage. Users that re-use passwords across multiple services are at risk of having their accounts accessed by fraudsters who purchased or hacked their account information from elsewhere. Catch these attempts by associating multiple login attempts from bot networks. Social engineering is still one of the most reliable methods for fraudsters to access accounts. Require new visitors to provide additional authentication to stop phished accounts from being accessed easily.Starting Price: $80 per month -
8
Narrative
Narrative
Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.Starting Price: $0 -
9
Lifesight
Lifesight
Lifesight is a unified marketing measurement platform that helps marketers move away from inaccurate measurement techniques and enables them to measure their full-funnel marketing using modern measurement methods like marketing mix modeling, incrementality testing & causal attribution - Helping them make better decisions that result in sustainable & profitable growth. -
10
Intent IQ
Intent IQ
An identity resolution pioneer, Intent IQ enables its partners to confidently identify clients and prospects who interact with their sites, apps and their brick and mortar establishments, whether across their various screens or in person. Intent IQ privacy friendly solutions are powered by its signature Identity Device Graph - deterministic accuracy, probabilistic scale, real-time, across multiple environments including cookieless, MAID-less and CTV. Intent IQ is an identity resolution pioneer, enabling its partners to confidently identify clients and prospects who interact with their sites, apps, and their brick and mortar establishments, whether across their various screens or in person. Beneficiaries include the media ecosystem, retailers, and financial institutions. Intent IQ built the best identity resolution technology on the market, addressing the most pressing problems of IDFA and third-party cookie deprecation. -
11
DEWAWI
DEWAWI
DEWAWI is a modern, open source, web-based ERP and inventory management system designed for small and medium-sized enterprises, offering full functionality for merchandise and stock control, master-data management (contacts, customers, suppliers), sales, purchase orders, order processing, invoices, and quotes, all accessible via browser on any device or through a self-hosted installation. It features a responsive design and modular expandability, allowing seamless growth of the system through additional modules as the company's needs evolve. Available as both a free, GPL‑licensed package for self-hosting and a cloud-hosted version with automated updates, daily backups, secure hosting in ISO 27001-certified German data centers, and cost-saving hands-off infrastructure maintenance, DEWAWI supports flexible deployment. Its user-friendly interface, mobile compatibility, and cloud or local hosting options make it easy to write offers and invoices, manage articles and stock levels, and more.Starting Price: Free -
12
Eulerian
Eulerian
See how to clearly optimize the performance of each $ spend in your marketing campaigns through Identity resolution and a full digital marketing optimization solution, from activation to attribution. Add more value to your business. Improve your real time performance marketing by leveraging attribution and activation in the same workspace. Seamless workflows within our integrated toolset will increase your insight to activation timeframe. No more identity issues across your customer journey. We match all your data at the user level: from digital campaign interactions, multi-device journeys, or in-store purchases, we get it! Leverage improved accuracy around your audience targeting to activate profitable marketing campaigns with your media platforms. Save-time in your activation orchestration thanks to automation. Choose the right media platform in which to invest. -
13
Upstack Data
Upstack Data
Upstack Data is the #1 Recommended Toolkit for Data Driven Marketing. We provide comprehensive web analytics, multi-touch attribution reporting and advanced ad platform integrations and Meta CAPI, powered by our industry-leading identity resolution technology. We help Shopify brands and marketers leverage their first party data in a way that captures more revenue and drives profitable brand growth.Starting Price: $149/month -
14
Roq.ad
Roq.ad
Some foundational IDs will soon disappear and other IDs will multiply. Roq.ad has prepared for this day. Maybe it’s time for a new partner in identity? Users want a personalized customer journey AND more privacy protection. Online identities were already fragmented. Companies want more insights. Can we have it both ways? The short answer is YES. Enlarge your current audience device pool with additional devices belonging to exactly those users in your target group. Create a seamless brand communication and holistic customer journey across all devices. Dig deeper into your Own Data with cross-device insights. The Roq.ad Private Identity Graph is specifically designed to fit your business needs. Roq.ad helps leading brands to improve digital advertising and digital analytics through the use of Cross-Device Technology. Roq.ad uses probabilistic modeling, analyzing anonymous data from multiple sources, website, mobile application or media campaign traffic. -
15
Analytify AI
Analytify AI
Analytify AI connects to any database, turns queries into beautiful, share-ready insights and eliminates BI-bloat-no credit card, no vendor lock-in. Analytify AI is a modern GenBI tool that integrates advanced AI capabilities, making it easier than ever to analyze and visualize data to make smarter decisions. As an open-source solution, we offer both cloud-hosted and self-hosted options, ensuring flexibility and control. -
16
Protect applications from malicious and unwanted internet traffic with a cloud-based, PCI-compliant, global web application firewall service. By combining threat intelligence with consistent rule enforcement, Oracle Cloud Infrastructure Web Application Firewall strengthens defenses and protects internet-facing application servers. Adopt an edge security strategy with a web application firewall that aggregates threat intelligence from multiple sources including WebRoot BrightCloud® and more than 250 predefined OWASP, application, and compliance-specific rules. Protect applications deployed in Oracle Cloud Infrastructure, on-premises, and in multicloud environments with access controls based on geolocation data, whitelisted and blacklisted IP addresses, HTTP URL, and HTTP header. Identify and block malicious bot traffic with an advanced set of verification methods, including JavaScript, CAPTCHA, device fingerprinting, and human interaction algorithms.
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17
SmartDX
SmartDX
Starting with the first click, SmartDX revolutionizes how you track and identify individual audience members, map their cross-device journeys, deliver contextual omnichannel interactions, and attribute conversions at the segment-of-one level. SmartDX offers a powerful alternative to cookies that reduces delays in contextual responses and minimizes lags in customer journeys. Capture individual journey insights and diverse audience attributes, device, channel, conversion, offer, and implicit and explicit behavioral insights, at the point of the click and at endpoints. Differentiate known from unknown individuals and resolve the multiple digital identities of every audience member across channels. Use progressive profiling across interactions and touchpoints to continuously enrich existing audience profiles. Custom tailor communications and audience experiences, smooth omnichannel handoffs, and deliver seamless journeys based on past interactions.Starting Price: $100 per month -
18
Verisoul Device Fingerprinting
Verisoul
Verisoul uses multiple fingerprints to automatically match accounts. We give you match probabilities, instead of device IDs, to reduce false positives and engineering work. Stop multi-accounting and fraud with device fingerprinting. Prevent the same users from creating multiple accounts. See when an account is being used by different devices. Identify anomalies or spoofed device fingerprints. We use multiple layers of device, browse, and TCP features that let us match users across browsers, something no one else can do. We create multiple fingerprints and match users probabilistically, instead of using a single binary device ID. This means more accurate links without the false positives. Spoof- and lie-detection technology validates that the data coming from the device is ground truth, so we can catch anti-detect browsers that trick other providers. Invisibly collects device, browser, and network data without latency.Starting Price: $99 per month -
19
DoubleCloud
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 -
20
ID5
ID5
ID5 offers a privacy-first, adaptive universal identity platform built for the evolving landscape of digital advertising. Its core offering, the ID5 ID, is a persistent, encrypted identifier that leverages both deterministic and probabilistic signals to create durable, consent-aware user profiles across web, in-app, CTV, and audio environments. The ID5 Graph then intelligently connects those identifiers at individual and household levels, enabling cross-device targeting, frequency capping, and measurement across channels. Designed to be resilient to regulatory changes and third-party cookie deprecation, ID5’s machine learning technology adapts dynamically to signal loss and fragmentation, maintaining consistent identity resolution. It integrates with more than 100,000 media properties and major adtech systems, supporting publishers, SSPs, DSPs, and brands by increasing addressable audiences and improving campaign performance. -
21
Flow-Like
TM9657 GmbH
Flow-Like is an open-source, typed, local-first workflow automation engine for building and executing automation and AI workflows in self-hosted or offline environments. It combines visual, graph-based workflows with strong typing and deterministic execution, making complex systems easier to understand, validate, and maintain. Unlike many workflow tools that rely on untyped JSON, cloud-only backends, or opaque runtime behavior, Flow-Like makes data flow and execution explicit and inspectable. Workflows can run locally, on private servers, in containers, or in Kubernetes without changing semantics. The core runtime is written in Rust for performance, safety, and portability. Flow-Like supports event-driven automation, data processing, document ingestion, and AI pipelines, including typed agent and RAG workflows using local or hosted models. It is designed for developers and organizations that need reliable automation with full control over infrastructure and data.Starting Price: $9.99/month -
22
GlassFlow
GlassFlow
GlassFlow is a serverless, event-driven data pipeline platform designed for Python developers. It enables users to build real-time data pipelines without the need for complex infrastructure like Kafka or Flink. By writing Python functions, developers can define data transformations, and GlassFlow manages the underlying infrastructure, offering auto-scaling, low latency, and optimal data retention. The platform supports integration with various data sources and destinations, including Google Pub/Sub, AWS Kinesis, and OpenAI, through its Python SDK and managed connectors. GlassFlow provides a low-code interface for quick pipeline setup, allowing users to create and deploy pipelines within minutes. It also offers features such as serverless function execution, real-time API connections, and alerting and reprocessing capabilities. The platform is designed to simplify the creation and management of event-driven data pipelines, making it accessible for Python developers.Starting Price: $350 per month -
23
ThumbmarkJS
ThumbmarkJS
ThumbmarkJS is a fair, privacy-friendly fingerprinting library built by developers for developers. Offered under an MIT license, it can be installed via NPM or loaded from jsDelivr, and with just a few lines of JavaScript, importing the UMD bundle and calling tm.get(), it returns a consistent 32-character thumbmark fingerprint. For small projects requiring higher accuracy, a free API version is available, while the Pro version scales indefinitely and cost-efficiently for large-scale applications. Without complex setup or invasive tracking, ThumbmarkJS has been integrated into over 60,000 websites, handling more than 1 billion identifications and 200 thousand downloads per month. It is free, open source, and has been designed as an alternative to FingerprintJS. It generates distinct, persistent device fingerprints using web APIs like canvas, audio, fonts, WebGL, and more, enabling identification of browsers across sessions.Starting Price: €15 per month -
24
Lumeus
Lumeus
Automate anomaly detection to meet SLAs. Monitor the entire network. Optimize digital experiences. Modernize network security leveraging your existing infrastructure through an agentless, AI-assisted approach. Enforce access by least privilege. Create identity-based boundaries. Extend to applications, devices, and infrastructure. Instant notifications of escalations. Review all session activity and details from cohesive logs. Enable device fingerprinting and gain network topology insights. Seamlessly connect to your existing infrastructure. Unify connectivity and control from campus to cloud. Organizations can use Lumeus to monitor and detect escalations using AI; segment traffic to prevent lateral movement; and secure user access by extending MFA and zero trust to network infrastructure all with one unified management plane. Lumeus has a cloud management portal that connects to your infrastructure via API. -
25
Infutor TrueSource
Infutor TrueSource
The volume of consumer data signals has increased dramatically in recent years. This steep upward trend has amplified the importance for marketers to bring these disparate digital and offline identity markers together in a cohesive way. Identity graphs — a single database that holds this consumer data — now play a vital role, serving as a master source of truth. Infutor’s TrueSource™ Identity Graph is the premier collection of consumer data and intelligence that makes omnichannel engagement personal — and measurably effective. Our secure and privacy-compliant ID graph enables you to create relevant, real-time experiences in whichever channel people engage with your brand. Leverage our TrueSource™ Identity Graph to add considerable value to every engagement with your customers and prospects. Infutor instantly verifies consumer identities via API at the moment of ingestion or inbound engagement. -
26
IPQS Device Fingerprinting
IPQualityScore
Access over 25 data points for device fingerprinting details to analyze risk and device info. Device Fingerprinting by IPQS offers an unparalleled fraud detection solution capable of detecting even the most advanced fraudsters, bad actors, and cyber criminals. Scan over 300 data points (like operating system, screen resolution, fonts) to accurately identify fake devices, location spoofing, and high-risk behavior in a user's online fingerprint. Identify bots, automated behavior, device spoofing, & other high-confidence signals that the user is likely to engage in fraudulent behavior. Deploy JavaScript device fingerprinting for web devices or use our SDKs for mobile devices on iOS or Android. Robust risk scoring will accurately identify fake accounts, chargebacks, credential stuffing, bot behavior, and similar abuse. IPQS Device Fingerprinting can reveal advanced fraud techniques including the latest emulator software. -
27
Nodals.ai
Nodals.ai
Our media buying platform connects advertisers to first-party data signals from media owners, running custom algorithms to drive outcomes while keeping media owners' data safe. Nodals AI is ideal for media owners seeking a privacy-first, AI-driven platform to manage their digital advertising through first-party data collaboration and custom algorithmic targeting. Media owners generate powerful data signals. They deliver over twice the number of sales for advertisers compared to traditional third-party data. Media owners need to keep control of their data. This can only be done by connecting to data at the source, which also reduces cost and removes 75% of carbon emissions. Measurement of advertising has evolved from unreliable deterministic techniques to advanced probabilistic techniques to measure true uplift. Nodals provides unique access to media owners' first-party data and runs custom algorithms directly on the media owners' data. -
28
Incognia
Incognia
Location Behavioral Biometrics. Using the location behavioral pattern unique to each user, we create a dynamic location fingerprint that is very difficult for fraudsters to mimic or forge. Incognia location-based fraud solutions help financial institutions and retailers prevent new account fraud and account takeover. Using network signals and on-device sensor data our precise location technology creates unique behavioral patterns to identify and authenticate users. Our solution requires no PII and works in the background to deliver a secure and frictionless experience. Validate addresses anywhere in the world with real-time location data. Detect location spoofing techniques used to execute identity fraud and ATO. Recognize anomalies to block fraudulent accounts, logins, transactions and fraud farms. Guide your identity decisions with real-time location data. -
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Covery Device Fingerprinting
Covery
100% efficient device intelligence technology designed by Covery that collects device data during any step and the whole user journey. Insert script to your payment page or any other page to check your customer steps. Get a unique cryptographic “hash” in response. Data gathered during KYC helps to create an overall evaluation of users that can be used for more precise fraud prevention as well as revenue increase, process automation, and payout streamlining. New complex data combined with a knowledge of Trustchain, a dynamic real-time database with 30 million ID reputation records, all together helps to make more precise decisions and congregate them into one place. Covery risk scoring model allows you to work both with the bad and fraudulent as well as with loyal users. We connect your business processes with the risk logic you need to get the highest customer lifetime value. Send device fingerprinting with an event to Covery API. -
30
ThriveTracker
ThriveTracker
ThriveTracker, "The Ultimate Mobile & Web Tracker for Media Buyers and Performance Marketers" is the most advanced performance marketing tracking solution for today’s high volume media buyers, agencies, affiliates and direct response marketers. The platform offers industry-leading customer support and a 14-day free trial, allowing users to see how easy it is to build, track, analyze, and optimize campaign traffic through its state-of-the-art user interface. Also, ThriveTracker is the only mainstream tracking option to be available as either a self-hosted solution, or a cloud-based system, the latter of which is hosted on the largest and most secure Amazon Web Services infrastructure available. We focus on campaign management so you can focus on competition, strategy and scale. As a ThriveTracker User, you can kiss excel spreadsheets goodbye and tell those overpriced trackers to get lost. Our tracking platform has all the tools you need.Starting Price: $35 per month -
31
VentiveIQ
VentiveIQ
VentiveIQ developed an open and independent data platform focused on cookieless identity resolution, first-party data onboarding, and audience marketing. Whether you’re concerned about cookie expiration, omnichannel activation, or rising data expenses, VentiveIQ makes it simple for customers to integrate data, target groups, and evaluate results. VentiveIQ provides the tools and resources that AdTech firms, publishers, and agencies need to build long-lasting strategies for identity resolution and audience engagement. By leveraging our solutions, these organizations can not only survive but thrive in the face of challenges such as cookie deprecation and escalating data expenses. Our aim is to enable seamless omnichannel activation, making it easier for businesses to connect with their audience across multiple channels. -
32
Ingestro
Ingestro
Ingestro is an enterprise-grade, AI-powered data import solution designed to help software companies clean, validate, and onboard customer data faster. It supports uploads from a wide variety of formats—including CSV, Excel, XML, JSON, and even PDFs—while automatically mapping, cleaning, and restructuring the data to match each company’s schema. With its Data Importer SDK and Data Pipelines, Ingestro enables teams to offer a seamless self-serve import experience without building in-house tools. The platform improves scalability by automating recurring data onboarding tasks, reducing dependency on developers, and accelerating customer time-to-value. Companies rely on Ingestro to process billions of records securely thanks to features like ISO 27001 certification, GDPR compliance, and optional self-hosting. By transforming tedious data imports into smooth, AI-enhanced workflows, Ingestro helps product, engineering, and customer success teams reclaim valuable time. -
33
Lalicat
Lalicat
Your fingerprints are unique and authorities usually take it as an identifier of you in real life. In a similar way, the hardware and software configuration data of your machine collectively act as a unique fingerprint of your machine. Many third-party websites use the data as a means to identify you as an individual. The key is to get as much information as possible based on browser configurations and what data it can be collected. The collected digital fingerprint data includes browser version, system fonts, resolution, operating system, CPU class, language, WebGL, RAM, CPU, SSL, Media Device, Extensions, etc. the list is huge. Lalicat anti-detect browser offers the option to configure all the collectible data and customize these data to make up your unique fingerprint, so that any third-party website cannot collect your data and you can generate as many profiles as you want. Through revising chromium core to create physically isolated fingerprint in each virtual profile.Starting Price: $59 per month -
34
Google Cloud Data Fusion
Google
Open core, delivering hybrid and multi-cloud integration. Data Fusion is built using open source project CDAP, and this open core ensures data pipeline portability for users. CDAP’s broad integration with on-premises and public cloud platforms gives Cloud Data Fusion users the ability to break down silos and deliver insights that were previously inaccessible. Integrated with Google’s industry-leading big data tools. Data Fusion’s integration with Google Cloud simplifies data security and ensures data is immediately available for analysis. Whether you’re curating a data lake with Cloud Storage and Dataproc, moving data into BigQuery for data warehousing, or transforming data to land it in a relational store like Cloud Spanner, Cloud Data Fusion’s integration makes development and iteration fast and easy. -
35
Kestra
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. -
36
Fingerbank
Fingerbank
Fingerbank is a set of tools to identify networking devices based on their network fingerprints. A device fingerprint is very useful for numerous kinds of applications. For example, it can be used by Network Access Control solutions such as PacketFence to grant different network access based on the device type (gaming console vs. laptop). Fingerbank knows how a device should present itself on the network its communications patterns and when a device deviates from those. Our technology is performing continuous data mining to extract common patterns from networking devices and can therefore raise an alert when a device acts abnormally. When a device connects to a network, it exposes various precious information on different layers of the networking stack. The Fingerbank collector can build a precise fingerprint of the device and use the knowledge and algorithms of the Fingerbank cloud API to accurately identify the device.Starting Price: $250 per month -
37
Matchbook
Matchbook
Matchbook is an identity augmentation tool that helps advertisers and marketers match first-party data to new digital signals to enhance cross-device reach, retargeting, and online-offline attribution capabilities, unlocking omnichannel marketing by connecting fragmented data across channels. It uses billions of aggregated, consented, and device-derived location, IP, and MAID (Mobile Advertising ID) signals to build highly accurate identifier databases that let users match physical location to IP, IP to MAID, and MAID to IP, and link other spatial indices like postal codes or geohashes to IP addresses. Matchbook supports use cases including connected TV (CTV/OTT) targeting, true cross-software targeting and retargeting, account-based marketing, campaign performance measurement, identity graph augmentation, and audience extension by expanding data footprints beyond first-party limits. Customizable matching parameters and historical context options allow clients to tailor results. -
38
Azure Event Hubs
Microsoft
Event Hubs is a fully managed, real-time data ingestion service that’s simple, trusted, and scalable. Stream millions of events per second from any source to build dynamic data pipelines and immediately respond to business challenges. Keep processing data during emergencies using the geo-disaster recovery and geo-replication features. Integrate seamlessly with other Azure services to unlock valuable insights. Allow existing Apache Kafka clients and applications to talk to Event Hubs without any code changes—you get a managed Kafka experience without having to manage your own clusters. Experience real-time data ingestion and microbatching on the same stream. Focus on drawing insights from your data instead of managing infrastructure. Build real-time big data pipelines and respond to business challenges right away.Starting Price: $0.03 per hour -
39
Amazon MWAA
Amazon
Amazon Managed Workflows for Apache Airflow (MWAA) is a managed orchestration service for Apache Airflow that makes it easier to set up and operate end-to-end data pipelines in the cloud at scale. Apache Airflow is an open-source tool used to programmatically author, schedule, and monitor sequences of processes and tasks referred to as “workflows.” With Managed Workflows, you can use Airflow and Python to create workflows without having to manage the underlying infrastructure for scalability, availability, and security. Managed Workflows automatically scales its workflow execution capacity to meet your needs, and is integrated with AWS security services to help provide you with fast and secure access to data.Starting Price: $0.49 per hour -
40
Audience Acuity
Audience Acuity
Identity resolution is the process of matching identifiers across all devices and touchpoints to a single, unified, persistent profile. In our highly digitized world, the inability to identify and contextually interact with consumers across channels is a top issue facing organizations. Today, the vast majority of online visitors do not log in, purchase, or authenticate themselves creating lost opportunities with an engaged consumer. The goal is to develop a holistic view of the customer, the digital identifiers they use, and their interactions with the brand, into an opportunity for exceptional customer experience. This becomes even more urgent as marketers prepare for the planned deprecation of the third-party cookie. We developed a unique and highly authoritative identity graph that is purely deterministic and at scale. The aim of our work is to enable firms to identify and contextually interact with audiences across channels and devices at scale. -
41
DeviceID
DeviceID
Our ML-powered platform instantly reveals your traffic allowing you to identify your users even if they try to hide their identity. detect attacks and bots, access extensive real-time analytics, and enjoy the most advanced identification method. We support the most popular browsers and programming languages so you can easily identify your users across all devices and browsers. The culmination of our meticulous identification process is the delivery of a comprehensive response. This response includes a unique and persistent identifier for the device, ensuring reliable user recognition across sessions. Furthermore, you'll receive a detailed analysis of the client's device, encompassing a wealth of information gleaned from our advanced fingerprinting techniques and machine learning analysis. This includes data points such as the user's browser version, operating system, and potential threat scores.Starting Price: $50 per month -
42
Dataform
Google
Dataform enables data analysts and data engineers to develop and operationalize scalable data transformation pipelines in BigQuery using only SQL from a single, unified environment. Its open source core language lets teams define table schemas, configure dependencies, add column descriptions, and set up data quality assertions within a shared code repository while applying software development best practices, version control, environments, testing, and documentation. A fully managed, serverless orchestration layer automatically handles workflow dependencies, tracks lineage, and executes SQL pipelines on demand or via schedules in Cloud Composer, Workflows, BigQuery Studio, or third-party services. In the browser-based development interface, users get real-time error feedback, visualize dependency graphs, connect to GitHub or GitLab for commits and code reviews, and launch production-grade pipelines in minutes without leaving BigQuery Studio.Starting Price: Free -
43
euBackups
euBackups
Cloud-hosted GDPR compliant business backups. Take the complexity out of backing up your systems, employee devices and critical data. Secure and robust infrastructure with German servers. Start your Free 30 day trial today.Starting Price: $26.75 per month -
44
Prefect
Prefect
Prefect is a workflow orchestration and automation platform designed for the modern context-driven era. It enables teams to turn Python functions into production-ready workflows with minimal effort. Prefect provides open-source foundations alongside managed platforms for enterprise-scale automation. The platform supports building and orchestrating data pipelines, workflows, and AI applications with full observability. Prefect Cloud offers managed orchestration with autoscaling, enterprise authentication, and built-in governance. Prefect Horizon extends automation to AI infrastructure by enabling deployment of MCP servers for AI agents. Trusted by leading organizations, Prefect helps teams scale automation without operational complexity. -
45
CPV Lab Pro
CPV Lab Pro
Track, Test and Optimize all your marketing with One tool: CPV Lab. CPV Lab is an ad tracking software that helps affiliate marketers and media buyers to keep track of their marketing performance across multiple channels. It is integrated with Google Ads, Facebook Ads, TikTok Ads, Microsoft Ads, CJ, Clickbank via API. Also, it has S2S integrations with more than 200 affiliate networks and traffic sources, including Taboola, PropellerAds, MaxWeb, Mgid, etc With an affiliate link tracker like CPV Lab you can easily: - get all your data about your campaigns in one dashboard - split test your offers and landing pages - multivariate testing of your landing pages with MV Lab - get information about cost and conversions in one place - cookieless tracking with direct tracking - Optimize your campaigns and increase ROI with the power of data analytics - fraud detection with Bot and Proxy filtering - available both as self-hosted or cloud based tracker (CPV One)Starting Price: $47 per month -
46
Apache Kafka
The Apache Software Foundation
Apache Kafka® is an open-source, distributed streaming platform. Scale production clusters up to a thousand brokers, trillions of messages per day, petabytes of data, hundreds of thousands of partitions. Elastically expand and contract storage and processing. Stretch clusters efficiently over availability zones or connect separate clusters across geographic regions. Process streams of events with joins, aggregations, filters, transformations, and more, using event-time and exactly-once processing. Kafka’s out-of-the-box Connect interface integrates with hundreds of event sources and event sinks including Postgres, JMS, Elasticsearch, AWS S3, and more. Read, write, and process streams of events in a vast array of programming languages. -
47
Ximera
Ximera
A fundamentally new anti-detect browser. Data from browser profiles is stored securely in an online database. You can also store your data on your own device. Create team members with separate logins and assign them roles with specific permissions. Access to multiple unique internet browsers from a single application with a structured overview. Emulation of real live profile fingerprints. Access browser profiles from all your devices. Don't worry about creating a fingerprint, we'll take care of it. Anonymity is a choice we all have. To avoid the processes of identification on the Internet and the digital world in general, some tools can help us with this. One of these tools is browser antidetect. An anti-detection browser prevents web tracking and fingerprinting methods. Instead of tracking your real digital fingerprint, site owners will track fake digital fingerprints generated by the antidetect browser. -
48
Trustfull
Trustfull
Trustfull is a comprehensive digital risk intelligence platform that combines real-time signals from phone numbers, email addresses, IP addresses, devices, and browsers to help businesses reduce risks, stop fraud, and accelerate growth. The platform's powerful decision engine leverages advanced machine learning algorithms to detect and mitigate a wide range of fraud threats, including money mules, account takeovers, synthetic identities, and promo/bonus abuse. Trustfull provides real-time digital risk intelligence to reduce fraud and accelerate growth, combining phone, email, IP, device, and browser signals into a digital score. It enables silent checks to strengthen fraud prevention without impacting user experience and leverages open-source intelligence from over 500 sources for global coverage. The platform protects the entire customer journey with risk scoring for logins, signups, and transactions, offering a single API to connect apps with hundreds of digital footprints. -
49
Klar
Klar
Klar is a data operating system and business analytics platform tailored to growing e-commerce companies that consolidates data from Shopify, marketplaces, marketing channels (like Facebook, Google, TikTok), analytics tools, and other sources into one single source of truth so teams no longer rely on spreadsheets or disconnected dashboards; once connected, it automatically ingests, cleans, and harmonizes order, customer, cost, and campaign data across stores, channels, and regions to provide real-time reporting on revenue, profitability, unit economics, customer lifetime value, retention, cohorts, and marketing ROI with customizable dashboards and KPI visualizations. It includes attribution and tracking capabilities that use first-party tracking scripts to map customer journeys and tie marketing touchpoints to outcomes, enabling brands to see what drives profitable growth and optimize spend, creatives, and channels with confidence. -
50
Alooma
Google
Alooma enables data teams to have visibility and control. It brings data from your various data silos together into BigQuery, all in real time. Set up and flow data in minutes or customize, enrich, and transform data on the stream before it even hits the data warehouse. Never lose an event. Alooma's built in safety nets ensure easy error handling without pausing your pipeline. Any number of data sources, from low to high volume, Alooma’s infrastructure scales to your needs.
