Alternatives to Astra Streaming
Compare Astra Streaming alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Astra Streaming in 2026. Compare features, ratings, user reviews, pricing, and more from Astra Streaming competitors and alternatives in order to make an informed decision for your business.
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Astra Pentest
Astra Security
Astra’s Pentest is a comprehensive penetration testing solution with an intelligent automated vulnerability scanner coupled with in-depth manual pentesting. On top of 10000+ tests including security checks for all CVEs mentioned in the OWASP top 10, and SANS 25, the automated scanner also conducts all tests required to comply with ISO 27001, HIPAA, SOC2, and GDPR. Astra offers an interactive pentest dashboard that the user can use to visualize vulnerability analyses, assign vulnerabilities to team members, and collaborate with security experts. And if the users don’t want to get back to the dashboard every time they want to use the scanner or assign a vulnerability to a team member, they can simply use the integrations with CI/CD platforms, Slack, and Jira. -
2
Striim
Striim
Data integration for your hybrid cloud. Modern, reliable data integration across your private and public cloud. All in real-time with change data capture and data streams. Built by the executive & technical team from GoldenGate Software, Striim brings decades of experience in mission-critical enterprise workloads. Striim scales out as a distributed platform in your environment or in the cloud. Scalability is fully configurable by your team. Striim is fully secure with HIPAA and GDPR compliance. Built ground up for modern enterprise workloads in the cloud or on-premise. Drag and drop to create data flows between your sources and targets. Process, enrich, and analyze your streaming data with real-time SQL queries. -
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Astra DB
DataStax
Astra DB from DataStax is vector database for developers that need to get accurate Generative AI applications into production, quickly and efficiently. Built on Apache Cassandra, Astra DB is the only vector database that can make vector updates immediately available to applications and scale to the largest real-time data and streaming workloads, securely on any cloud. Astra DB offers unprecedented serverless, pay as you go pricing and the flexibility of multi-cloud and open-source. You can store up to 80GB and/or perform 20 million operations per month. Securely connect to VPC peering and private links. Manage your encryption keys with your own key management and SAML SSO secure account accessibility. You can deploy on AWS, GCP, or Azure while still maintaining open-source Cassandra compatibility. -
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StreamNative
StreamNative
StreamNative redefines streaming infrastructure by seamlessly integrating Kafka, MQ, and other protocols into a single, unified platform, providing unparalleled flexibility and efficiency for modern data processing needs. StreamNative offers a unified solution that adapts to the diverse requirements of streaming and messaging in a microservices-driven environment. By providing a comprehensive and intelligent approach to messaging and streaming, StreamNative empowers organizations to navigate the complexities and scalability of the modern data ecosystem with efficiency and agility. Apache Pulsar’s unique architecture decouples the message serving layer from the message storage layer to deliver a mature cloud-native data-streaming platform. Scalable and elastic to adapt to rapidly changing event traffic and business needs. Scale-up to millions of topics with architecture that decouples computing and storage.Starting Price: $1,000 per month -
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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. -
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Astra Campground Software
Aspira
Astra was built for campground owners by campground owners. Astra’s rich set of productivity tools fit the needs of private campground owners like you. Our dedicated staff provide software training and support during implementation and daily troubleshooting. Astra’s campground reservation software supports both cash and accrual reporting methods, custom reports, and integration with popular accounting packages such as QuickBooks Pro. Astra clients have a listing on North America’s most popular camping reservations site. Extend your reach to the 14.5 million annual visitors on ReserveAmerica.com and get your park found! -
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Astra by Redbox Mobile
Redbox Mobile
Astra by Redbox Mobile is an AI-powered automated platform designed to optimize Apple Search Ads campaigns efficiently. Astra uses machine learning to continuously find and evaluate new keywords, improving budget performance and scaling ad campaigns without manual rule setting. The platform provides features such as A/B testing for product pages and ads, scheduled campaign changes, and advanced keyword reporting integrated with mobile measurement partners (MMPs). It also supports multi-placement ad strategies and dynamic budget pacing, allowing users to optimize bids and spending by time of day. Astra’s collaborative dashboard enables teams to visualize and compare campaign data across formats and regions easily. Winning the Most Effective UA Platform award in 2023, Astra is trusted by digital marketers seeking smarter, time-saving solutions for Apple Search Ads. -
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IBM Event Streams is a fully managed event streaming platform built on Apache Kafka, designed to help enterprises process and respond to real-time data streams. With capabilities for machine learning integration, high availability, and secure cloud deployment, it enables organizations to create intelligent applications that react to events as they happen. The platform supports multi-cloud environments, disaster recovery, and geo-replication, making it ideal for mission-critical workloads. IBM Event Streams simplifies building and scaling real-time, event-driven solutions, ensuring data is processed quickly and efficiently.
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AstraSchools
Letitu
AstraSchools is an education platform providing comprehensive AI generated LMS content creation, including SAT test prep, classroom content creation tools, and more. First, AstraSchools offers academies with easy management through virtual classrooms and content creation resources. AstraSchools also helps teachers and tutors through classroom content creation features and the ability to provide AI-generated test questions about any topic. It also helps educators by providing them with resources for classroom management and virtual classroom creation. AstraSchools lastly acts on behalf of students by providing them with virtual classrooms to jump into and learn as well as note-taking features to aid in memory and comprehension. Beyond that, the same AI generation that gives teachers the opportunity for content creation also allows AstraSchools to give students practice problems and tests, both for normal classes as well as standardized tests such as the ACT and SAT.Starting Price: $12/month -
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Ad Astra
Ad Astra Information Systems
Whether you’re an academic or event scheduler, you need quick access to campus spaces and resources, with clear visibility into the master schedule. With Astra Schedule, you get critical information within one enterprise solution to help develop an effective and efficient schedule. With Astra Schedule, you'll receive full implementation and support services that will help you make the most of this solution. -
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DataStax
DataStax
The Open, Multi-Cloud Stack for Modern Data Apps. Built on open-source Apache Cassandra™. Global-scale and 100% uptime without vendor lock-in. Deploy on multi-cloud, on-prem, open-source, and Kubernetes. Elastic and pay-as-you-go for improved TCO. Start building faster with Stargate APIs for NoSQL, real-time, reactive, JSON, REST, and GraphQL. Skip the complexity of multiple OSS projects and APIs that don’t scale. Ideal for commerce, mobile, AI/ML, IoT, microservices, social, gaming, and richly interactive applications that must scale-up and scale-down with demand. Get building modern data applications with Astra, a database-as-a-service powered by Apache Cassandra™. Use REST, GraphQL, JSON with your favorite full-stack framework Richly interactive apps that are elastic and viral-ready from Day 1. Pay-as-you-go Apache Cassandra DBaaS that scales effortlessly and affordably. -
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Astra API Security Platform
Astra Security
Astra is a powerful API security platform designed to discover, test, and protect every API across your infrastructure. It continuously scans for over 10,000 vulnerabilities, including the OWASP API Top 10, data leaks, and authorization flaws. With Astra, teams can detect Shadow, Zombie, and Orphan APIs, identify sensitive data exposures, and fix vulnerabilities before attackers exploit them. The platform combines automated scanning with manual penetration testing from certified experts to deliver enterprise-grade protection. Seamless integrations with AWS, GCP, Postman, and CI/CD tools make security part of your DevOps workflow. Trusted by over 1,000 engineering teams, Astra empowers businesses to secure their APIs continuously and confidently.Starting Price: $499/month -
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Juris Astra
Juris Technologies
Juris Astra is a complete call centre solution for inbound and outbound contact centre comprising of telephony automatic call distributor (ACD), interactive voice response (IVR), and dialler. It also does optional customer relationship management (CRM), sales force and marketing management, and case management, to handle sales leads, marketing campaigns, complaints, service requests, and customer service issues. Juris Astra is a seamlessly complete solution that provides you the capability to handle telephony, email, web chat, fax, and SMS interactions automatically. PABX is the infrastructure that handles telephony interfaces such as incoming lines from Telekom (ISDN PRI or CO Analog PSTN trunks), and extension lines to the agents/users. Some of the standard offerings of Juris Astra include callers privilege, Class of Service (CoS) to dial out, hardphones, softphones, VoIP, and SIP. -
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Astra by Sellrbox
Sellrbox
Astra by Sellrbox is an AI-powered Amazon PPC automation platform designed to streamline and optimize advertising campaigns for Amazon sellers by automatically creating, managing, and refining campaigns with minimal manual input so users can focus on strategy rather than day-to-day operations. It uses machine learning to extract keywords, generate campaign structures, and adjust bids daily based on performance signals and historical data, enabling Sponsored Product, Sponsored Brand, and Sponsored Display ads to adapt automatically and improve return on ad spend over time. Astra’s AI builds new campaigns using past account data, with no mandatory keyword input from the user, and continuously refines targeting and bidding to respond to marketplace changes while protecting brand presence against competition. Users interact with intuitive dashboards that surface results and insights, and the system supports multiple marketplaces worldwide to scale PPC management across regions. -
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Email Astra
Email Astra
EmailAstra is a cold email solution that provides instant access to pre-warmed Google Workspace accounts, eliminating the typical 14-day warm-up period. These accounts come fully configured with MX, SPF, DKIM, and DMARC records, ensuring high deliverability and proper domain reputation management. Users can launch campaigns immediately, with scalable options suitable for individual cold emailers, startups, and agencies managing multiple clients. EmailAstra's accounts are compatible with popular tools like Instantly.io and SmartLead, and each domain supports up to three users. It includes expert support for account setup and campaign optimization, aiming to boost outreach efficiency and ROI. Clients have praised EmailAstra for its reliable service, fast setup, and exceptional support, noting significant improvements in email engagement and campaign success. All accounts are fresh, unused in previous campaigns, and primarily use .com domains for better results.Starting Price: $2.75 per month -
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Confluent
Confluent
Infinite retention for Apache Kafka® with Confluent. Be infrastructure-enabled, not infrastructure-restricted Legacy technologies require you to choose between being real-time or highly-scalable. Event streaming enables you to innovate and win - by being both real-time and highly-scalable. Ever wonder how your rideshare app analyzes massive amounts of data from multiple sources to calculate real-time ETA? Ever wonder how your credit card company analyzes millions of credit card transactions across the globe and sends fraud notifications in real-time? The answer is event streaming. Move to microservices. Enable your hybrid strategy through a persistent bridge to cloud. Break down silos to demonstrate compliance. Gain real-time, persistent event transport. The list is endless. -
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Apache Pulsar
Apache Software Foundation
Apache Pulsar is a cloud-native, distributed messaging and streaming platform originally created at Yahoo! and now a top-level Apache Software Foundation project. Easy to deploy, lightweight compute process, developer-friendly APIs, no need to run your own stream processing engine. Run in production at Yahoo! scale for over 5 years, with millions of messages per second across millions of topics. Built from the ground up as a multi-tenant system. Supports isolation, authentication, authorization and quotas. Configurable replication between data centers across multiple geographic regions. Persistent message storage based on Apache BookKeeper. IO-level isolation between write and read operations. Rest admin API for provisioning, administration, tools and monitoring. -
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ASTRA Pro
Techsoft Engineering Services
ASTRA Pro has optional structural analysis and design applications for RCC framed multi storied buildings and RCC tunnel lining with steel ribs and RCC portal based on rock quality designation (RQD) and rock mass rating (RMR), RCC & PSC jetty design. ASTRA Pro gives the complete analysis and design details in step wise format and complete set of sample drawings in editable CAD format. In the demo version the default input data can not be changed and drawings are for viewing only. The Reports and drawings are complete as a set for each design modules. Detail estimation for BoQ, item rates & cost are also available for girder type bridges, box type bridges/culverts and composite bridges. ASTRA Pro is the software for Engineering Design of RCC 'T' Girder Bridges, Composite Bridges with Steel Plate/Box Girder and RCC Deck Slab with single and Multi-Span in Straight or Curve layout, PSC 'I' Girder Bridges, PSC Box Girder Bridges, Continuous PSC Box Girder Bridges, Steel Truss Bridges, etc. -
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Project Astra
Google
Project Astra, developed by Google DeepMind, is an innovative AI research prototype designed to function as a universal AI assistant that can assist with everyday tasks. The platform integrates conversational AI with tools like Google Search, Maps, and Lens, offering real-time responses to queries and providing personalized assistance. Users can interact naturally, either through voice or by sharing video, allowing Project Astra to help with everything from planning daily activities to answering questions based on visual input. Its memory capabilities allow it to retain details from past conversations, making interactions more seamless and contextually relevant over time. -
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PubSub+ Platform
Solace
Solace PubSub+ Platform helps enterprises design, deploy and manage event-driven systems across hybrid and multi-cloud and IoT environments so they can be more event-driven and operate in real-time. The PubSub+ Platform includes the powerful PubSub+ Event Brokers, event management capabilities with PubSub+ Event Portal, as well as monitoring and integration capabilities all available via a single cloud console. PubSub+ allows easy creation of an event mesh, an interconnected network of event brokers, allowing for seamless and dynamic data movement across highly distributed network environments. PubSub+ Event Brokers can be deployed as fully managed cloud services, self-managed software in private cloud or on-premises environments, or as turnkey hardware appliances for unparalleled performance and low TCO. PubSub+ Event Portal is a complimentary toolset for design and governance of event-driven systems including both Solace and Kafka-based event broker environments. -
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Amazon MSK
Amazon
Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that makes it easy for you to build and run applications that use Apache Kafka to process streaming data. Apache Kafka is an open-source platform for building real-time streaming data pipelines and applications. With Amazon MSK, you can use native Apache Kafka APIs to populate data lakes, stream changes to and from databases, and power machine learning and analytics applications. Apache Kafka clusters are challenging to setup, scale, and manage in production. When you run Apache Kafka on your own, you need to provision servers, configure Apache Kafka manually, replace servers when they fail, orchestrate server patches and upgrades, architect the cluster for high availability, ensure data is durably stored and secured, setup monitoring and alarms, and carefully plan scaling events to support load changes.Starting Price: $0.0543 per hour -
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Astra
Astra
Transform your site into a lead-generating powerhouse with zero coding. Astra engages visitors through conversational qualification, automatically scores and priorities leads, then syncs qualified prospects directly to your CRM with full context. Key Features: • Smart lead qualification with targeted questions • Built-in scoring & prioritisation system • Seamless CRM integration with chat history • Real-time analytics & conversion tracking • 5-minute no-code setup - just copy/paste • Continuous learning for smarter conversations Perfect for SaaS, e-commerce, and B2B companies needing pre-sale support, demo scheduling, and budget screening. Stop wasting time on unqualified leads - let Astra deliver pipeline-ready opportunities while you focus on closing deals.Starting Price: $0 -
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Streaming service is a real-time, serverless, Apache Kafka-compatible event streaming platform for developers and data scientists. Streaming is tightly integrated with Oracle Cloud Infrastructure (OCI), Database, GoldenGate, and Integration Cloud. The service also provides out-of-the-box integrations for hundreds of third-party products across categories such as DevOps, databases, big data, and SaaS applications. Data engineers can easily set up and operate big data pipelines. Oracle handles all infrastructure and platform management for event streaming, including provisioning, scaling, and security patching. With the help of consumer groups, Streaming can provide state management for thousands of consumers. This helps developers easily build applications at scale.
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AdAstra
1 Trillion Club
Introducing AdAstra, the definitive e-commerce advertising optimization solution tailored for the modern digital marketplace. Our platform is the culmination of cutting-edge technology and industry expertise, designed to address the multifaceted challenges faced by e-commerce brands today. At its core, AdAstra offers a seamless integration of advertising data from a myriad of e-commerce platforms, ensuring that businesses have a holistic view of their campaigns at their fingertips. Powered by advanced AI algorithms, our platform not only consolidates data but also provides intelligent recommendations, automating bid adjustments and placements to guarantee optimal ROI. But that's just the beginning. With real-time reporting, brands can instantly gauge ad performance, spend efficiency, and sales metrics, allowing for agile decision-making. The platform's predictive analytics capabilities forecast potential market trends, ensuring businesses are always a step ahead.Starting Price: $62 -
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Astra
Topaz Labs
Astra empowers storytellers & creatives in the final mile of their workflow to creatively upscale AI-generated video to crisp 4K resolution while enhancing quality and finer details. Upscale in creative mode to reimagine and enhance the details of the original video. Control creative strength with subtle or bold options. Choose between precise and creative upscaling. While precision keeps the integrity of your footage, creativity imagines new detail. Use precise for detailed restoration work, and footage that just needs a boost in resolution. Upscale in precise mode to keep your footage mostly the same, only much (much) sharper and larger. Choose your frame rate or enhance with slow motion, all with generative frame interpolation right in Astra. Choose your output frame rate up to 120fps, and slow motion up to 8x. -
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Aiven for Apache Kafka
Aiven
Apache Kafka as a fully managed service, with zero vendor lock-in and a full set of capabilities to build your streaming pipeline. Set up fully managed Kafka in less than 10 minutes — directly from our web console or programmatically via our API, CLI, Terraform provider or Kubernetes operator. Easily connect it to your existing tech stack with over 30 connectors, and feel confident in your setup with logs and metrics available out of the box via the service integrations. A fully managed distributed data streaming platform, deployable in the cloud of your choice. Ideal for event-driven applications, near-real-time data transfer and pipelines, stream analytics, and any other case where you need to move a lot of data between applications — and quickly. With Aiven’s hosted and managed-for-you Apache Kafka, you can set up clusters, deploy new nodes, migrate clouds, and upgrade existing versions — in a single mouse click — and monitor them through a simple dashboard.Starting Price: $200 per month -
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Spark Streaming
Apache Software Foundation
Spark Streaming brings Apache Spark's language-integrated API to stream processing, letting you write streaming jobs the same way you write batch jobs. It supports Java, Scala and Python. Spark Streaming recovers both lost work and operator state (e.g. sliding windows) out of the box, without any extra code on your part. By running on Spark, Spark Streaming lets you reuse the same code for batch processing, join streams against historical data, or run ad-hoc queries on stream state. Build powerful interactive applications, not just analytics. Spark Streaming is developed as part of Apache Spark. It thus gets tested and updated with each Spark release. You can run Spark Streaming on Spark's standalone cluster mode or other supported cluster resource managers. It also includes a local run mode for development. In production, Spark Streaming uses ZooKeeper and HDFS for high availability. -
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Astra
Brainstorm Force
The Most Popular WordPress Theme of All Time. Reduce website design time by using pixel perfect ready to use website demos from our library of starter templates. Change the design through a range of options in the WordPress Customizer. No coding knowledge necessary! Astra gives you the ability to turn off the page title & sidebar. Create full-width pages with complete design freedom. Astra is made for speed. It is the most lightweight theme available in the market and offers unmatched performance. Not only will your website be fast, but you will be able to make it look exactly how you want with our visual theme customizer, fast & easy. In this area, one can manage layout of the website container, header, blog, archives, single pages, posts, sidebar & footer. Set colors & fonts easily! We understand it's important to be able to set fonts & colors that integrate with your brand.Starting Price: $47 per year -
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DeltaStream
DeltaStream
DeltaStream is a unified serverless stream processing platform that integrates with streaming storage services. Think about it as the compute layer on top of your streaming storage. It provides functionalities of streaming analytics(Stream processing) and streaming databases along with additional features to provide a complete platform to manage, process, secure and share streaming data. DeltaStream provides a SQL based interface where you can easily create stream processing applications such as streaming pipelines, materialized views, microservices and many more. It has a pluggable processing engine and currently uses Apache Flink as its primary stream processing engine. DeltaStream is more than just a query processing layer on top of Kafka or Kinesis. It brings relational database concepts to the data streaming world, including namespacing and role based access control enabling you to securely access, process and share your streaming data regardless of where they are stored. -
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Pravega
Pravega
Distributed messaging systems such as Kafka and Pulsar have provided modern Pub/Sub infrastructure well suited for today’s data-intensive applications. Pravega further enhances this popular programming model and provides a cloud-native streaming infrastructure, enabling a wider swath of applications. Pravega streams are durable, consistent, and elastic, while natively supporting long-term data retention. Pravega solves architecture-level problems that former topic-based systems Kafka and Pulsar have failed to solve, such as auto-scaling of partitions or maintaining high performance for a large number of partitions. It enhances the range of supported applications by efficiently handling both small events as in IoT and larger data as in videos for computer vision/video analytics. By providing abstractions beyond streams, Pravega also enables replicating application state and storing key-value pairs. -
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WarpStream
WarpStream
WarpStream is an Apache Kafka-compatible data streaming platform built directly on top of object storage, with no inter-AZ networking costs, no disks to manage, and infinitely scalable, all within your VPC. WarpStream is deployed as a stateless and auto-scaling agent binary in your VPC with no local disks to manage. Agents stream data directly to and from object storage with no buffering on local disks and no data tiering. Create new “virtual clusters” in our control plane instantly. Support different environments, teams, or projects without managing any dedicated infrastructure. WarpStream is protocol compatible with Apache Kafka, so you can keep using all your favorite tools and software. No need to rewrite your application or use a proprietary SDK. Just change the URL in your favorite Kafka client library and start streaming. Never again have to choose between reliability and your budget.Starting Price: $2,987 per month -
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StyleAI
StyleAI
Your next digital marketing agency isn't an agency at all. Our AI tools make it easy to build and manage websites, SEO, and ad campaigns. Save money and reach more customers with StyleAI today. StyleAI is aiming to create a suite of AI assistants to help small to medium-sized businesses attain more customers digitally. We have two AI assistants thus far. Levi it can make fully customized personal and business websites after answering just a few questions. Seona can read the contents of any website and automatically update the site’s headers, content, and meta tags to optimize the site’s SEO. Experience effortless advertising with Astra, your AI for flawless Google ad campaigns. Astra analyzes your website, gaining valuable insights about your business to craft optimal ads, bringing you more customers than ever before.Starting Price: $49.99 per month -
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Axual
Axual
Axual is Kafka-as-a-Service for DevOps teams. Empower your team to unlock insights and drive decisions with our intuitive Kafka platform. Axual offers the ultimate solution for enterprises looking to seamlessly integrate data streaming into their core IT infrastructure. Our all-in-one Kafka platform is designed to eliminate the need for extensive technical knowledge or skills, and provides a ready-made solution that delivers all the benefits of event streaming without the hassle. The Axual Platform is a all-in-one solution, designed to help you simplify and enhance the deployment, management, and utilization of real-time data streaming with Apache Kafka. By providing an array of features that cater to the diverse needs of modern enterprises, the Axual Platform enables organizations to harness the full potential of data streaming while minimizing complexity and operational overhead. -
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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 -
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Red Hat OpenShift Streams
Red Hat
Red Hat® OpenShift® Streams for Apache Kafka is a managed cloud service that provides a streamlined developer experience for building, deploying, and scaling new cloud-native applications or modernizing existing systems. Red Hat OpenShift Streams for Apache Kafka makes it easy to create, discover, and connect to real-time data streams no matter where they are deployed. Streams are a key component for delivering event-driven and data analytics applications. The combination of seamless operations across distributed microservices, large data transfer volumes, and managed operations allows teams to focus on team strengths, speed up time to value, and lower operational costs. OpenShift Streams for Apache Kafka includes a Kafka ecosystem and is part of a family of cloud services—and the Red Hat OpenShift product family—which helps you build a wide range of data-driven solutions. -
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Arroyo
Arroyo
Scale from zero to millions of events per second. Arroyo ships as a single, compact binary. Run locally on MacOS or Linux for development, and deploy to production with Docker or Kubernetes. Arroyo is a new kind of stream processing engine, built from the ground up to make real-time easier than batch. Arroyo was designed from the start so that anyone with SQL experience can build reliable, efficient, and correct streaming pipelines. Data scientists and engineers can build end-to-end real-time applications, models, and dashboards, without a separate team of streaming experts. Transform, filter, aggregate, and join data streams by writing SQL, with sub-second results. Your streaming pipelines shouldn't page someone just because Kubernetes decided to reschedule your pods. Arroyo is built to run in modern, elastic cloud environments, from simple container runtimes like Fargate to large, distributed deployments on the Kubernetes logo Kubernetes. -
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Google Cloud Dataflow
Google
Unified stream and batch data processing that's serverless, fast, and cost-effective. Fully managed data processing service. Automated provisioning and management of processing resources. Horizontal autoscaling of worker resources to maximize resource utilization. OSS community-driven innovation with Apache Beam SDK. Reliable and consistent exactly-once processing. Streaming data analytics with speed. Dataflow enables fast, simplified streaming data pipeline development with lower data latency. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Dataflow automates provisioning and management of processing resources to minimize latency and maximize utilization. -
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Informatica Data Engineering Streaming
Informatica
AI-powered Informatica Data Engineering Streaming enables data engineers to ingest, process, and analyze real-time streaming data for actionable insights. Advanced serverless deployment option with integrated metering dashboard cuts admin overhead. Rapidly build intelligent data pipelines with CLAIRE®-powered automation, including automatic change data capture (CDC). Ingest thousands of databases and millions of files, and streaming events. Efficiently ingest databases, files, and streaming data for real-time data replication and streaming analytics. Find and inventory all data assets throughout your organization. Intelligently discover and prepare trusted data for advanced analytics and AI/ML projects. -
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Apache Flink
Apache Software Foundation
Apache Flink is a framework and distributed processing engine for stateful computations over unbounded and bounded data streams. Flink has been designed to run in all common cluster environments, perform computations at in-memory speed and at any scale. Any kind of data is produced as a stream of events. Credit card transactions, sensor measurements, machine logs, or user interactions on a website or mobile application, all of these data are generated as a stream. Apache Flink excels at processing unbounded and bounded data sets. Precise control of time and state enable Flink’s runtime to run any kind of application on unbounded streams. Bounded streams are internally processed by algorithms and data structures that are specifically designed for fixed sized data sets, yielding excellent performance. Flink is designed to work well each of the previously listed resource managers. -
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Apache Storm
Apache Software Foundation
Apache Storm is a free and open source distributed realtime computation system. Apache Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for batch processing. Apache Storm is simple, can be used with any programming language, and is a lot of fun to use! Apache Storm has many use cases: realtime analytics, online machine learning, continuous computation, distributed RPC, ETL, and more. Apache Storm is fast: a benchmark clocked it at over a million tuples processed per second per node. It is scalable, fault-tolerant, guarantees your data will be processed, and is easy to set up and operate. Apache Storm integrates with the queueing and database technologies you already use. An Apache Storm topology consumes streams of data and processes those streams in arbitrarily complex ways, repartitioning the streams between each stage of the computation however needed. Read more in the tutorial. -
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Apache Beam
Apache Software Foundation
The easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production workloads. Beam reads your data from a diverse set of supported sources, no matter if it’s on-prem or in the cloud. Beam executes your business logic for both batch and streaming use cases. Beam writes the results of your data processing logic to the most popular data sinks in the industry. A simplified, single programming model for both batch and streaming use cases for every member of your data and application teams. Apache Beam is extensible, with projects such as TensorFlow Extended and Apache Hop built on top of Apache Beam. Execute pipelines on multiple execution environments (runners), providing flexibility and avoiding lock-in. Open, community-based development and support to help evolve your application and meet the needs of your specific use cases. -
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Amazon Kinesis
Amazon
Easily collect, process, and analyze video and data streams in real time. Amazon Kinesis makes it easy to collect, process, and analyze real-time, streaming data so you can get timely insights and react quickly to new information. Amazon Kinesis offers key capabilities to cost-effectively process streaming data at any scale, along with the flexibility to choose the tools that best suit the requirements of your application. With Amazon Kinesis, you can ingest real-time data such as video, audio, application logs, website clickstreams, and IoT telemetry data for machine learning, analytics, and other applications. Amazon Kinesis enables you to process and analyze data as it arrives and respond instantly instead of having to wait until all your data is collected before the processing can begin. Amazon Kinesis enables you to ingest, buffer, and process streaming data in real-time, so you can derive insights in seconds or minutes instead of hours or days. -
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Amazon Data Firehose
Amazon
Easily capture, transform, and load streaming data. Create a delivery stream, select your destination, and start streaming real-time data with just a few clicks. Automatically provision and scale compute, memory, and network resources without ongoing administration. Transform raw streaming data into formats like Apache Parquet, and dynamically partition streaming data without building your own processing pipelines. Amazon Data Firehose provides the easiest way to acquire, transform, and deliver data streams within seconds to data lakes, data warehouses, and analytics services. To use Amazon Data Firehose, you set up a stream with a source, destination, and required transformations. Amazon Data Firehose continuously processes the stream, automatically scales based on the amount of data available, and delivers it within seconds. Select the source for your data stream or write data using the Firehose Direct PUT API.Starting Price: $0.075 per month -
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Thousands of customers use Amazon Managed Service for Apache Flink to run stream processing applications. With Amazon Managed Service for Apache Flink, you can transform and analyze streaming data in real-time using Apache Flink and integrate applications with other AWS services. There are no servers and clusters to manage, and there is no computing and storage infrastructure to set up. You pay only for the resources you use. Build and run Apache Flink applications, without setting up infrastructure and managing resources and clusters. Process gigabytes of data per second with subsecond latencies and respond to events in real-time. Deploy highly available and durable applications with Multi-AZ deployments and APIs for application lifecycle management. Develop applications that transform and deliver data to Amazon Simple Storage Service (Amazon S3), Amazon OpenSearch Service, and more.Starting Price: $0.11 per hour
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45
AstraKode Blockchain
Astrakode
AstraKode Blockchain (AKB) is a low-code, web-based platform for enterprise blockchain solutions and smart contracts development, testing and deployment. The platform currently offers: The Network Composer, a guided visual IDE where users can design and easily configure a permissioned blockchain network (Hyperledger Fabric). At any point in time, users are also able to generate and download the network’s source code, which can then be either deployed locally or on distributed machines via automated scripts. Smart Contract IDE is a powerful tool that makes developing and deploying your blockchain application simple by creating a visual environment for smart contracts (Hyperledger Fabric, Solidity). This offers a higher level of abstraction, resulting in intuitive learning by doing. A Discord-hosted community for product and technology discussion and tutorials and a wiki linked to the platform for documentation and configuration guides foster open and responsive communication. -
46
Hello Astra
Hello Astra
Hello Astra is a talent recruitment and management platform powered by artificial intelligence that provides a simple and fast way to significantly improve the recruitment process in your company! It is the answer to the question, how to improve candidate targeting and the overall quality of recruiting communication. Manage the recruitment process that suits your needs. Candidate communicator (online chat, email and SMS) & correspondence history. Have all of you candidate conversations in one place and get notified when a candidate contacts you. To finish the recruitment process you can use our onboarding feature to finalize every detail of the hire. Quickly and easily find any candidate in the platform thanks to our extensive search feature. Customize all the libraries and dictionaries to fit your company. Let your candidates be fully engaged in the recruitment process with their own recruitment mobile app.Starting Price: $19 per month -
47
Apache Flume
Apache Software Foundation
Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data. It has a simple and flexible architecture based on streaming data flows. It is robust and fault-tolerant with tunable reliability mechanisms and many failovers and recovery mechanisms. It uses a simple extensible data model that allows for online analytic applications. The Apache Flume team is pleased to announce the release of Flume 1.8.0. Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of streaming event data. -
48
Clarium Astra OS
Clarium
Optimize your supply chain and leverage all your data in a single platform. Clarium seamlessly connects to any system of record. Astra OS seamlessly connects hospitals with suppliers, accelerates real-time collaboration, and enables data transparency across all aspects of the supply chain through a two-sided network. Our AI-powered workflow apps are web-based and can be deployed across every department of your health system and with suppliers for real-time collaboration and increased productivity. Monitor & resolve disruptions with our supply chain control tower that turns network signals into predictive alerts and actionable workflows. Identify & approve equivalent substitutes using our crowdsourced database of items validated by other value analysis teams and clinicians. Automate procedure card management with AI-powered recommendations to standardize supply usage and minimize waste. Optimize spending by identifying device conversion opportunities. -
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Luna for Apache Cassandra
DataStax
Luna is a subscription to the Apache Cassandra support and expertise at DataStax. It allows you to enjoy all the benefits of open-source Cassandra, with the peace of mind knowing you have direct access to the team that authored the majority of the code and supported some of the largest deployments in the world. Best practices, advice, and SLA-based support to keep your Cassandra deployment in top shape. Scale without compromising on performance or latency to seamlessly manage the most demanding real-time workloads. Create real-time and highly-interactive customer experiences with blisteringly fast read and writes. Luna provides assistance with resolving issues and following best practices with Cassandra clusters. Services provide help through the full application life cycle, with a deeper integration in your team working together on implementation. -
50
Volody CLM
Volody
Trusted by 200+ global industry leaders like Honda Cars, Colgate, AstraZeneca, Adani, etc. Volody CLM by Volody is an Agentic AI-powered Contract Lifecycle Management (CLM) platform built to revolutionize how your enterprise handles contracts. We are proud to be known as one of the most user-friendly and easy-to-use tools on the market, helping organizations achieve tangible results like an 84% reduction in contract turnaround time and a 70% boost in team productivity. Our flagship Agentic AI doesn't just assist—it acts. Imagine an AI that autonomously reviews contracts for risk, suggests clause improvements, triggers approval workflows, and ensures obligations are met without manual intervention. This is the future of contracting: less administrative burden, more strategic impact. With a powerful MS Word add-in and fast, no-code implementation, Volody gives you enterprise-grade power without the complexity.Starting Price: Custom
