Find and compare the best Artificial Intelligence software for Amazon Web Services (AWS) in 2026
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Use the comparison tool below to compare the top Artificial Intelligence software for Amazon Web Services (AWS) on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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Raven
Raven
Raven is an innovative runtime application security platform that safeguards cloud-native applications by functioning internally during execution instead of depending on external security measures. By providing real-time insights into the actual operation of code, it can comprehend execution flows, libraries, and behaviors at the function level, which aids in identifying and averting malicious activities before they manifest. In contrast to conventional tools like WAF or EDR that observe from an external viewpoint, Raven integrates within the application itself, thus equipping it to thwart exploits, supply chain attacks, and zero-day vulnerabilities even in the absence of known threats or CVEs. It perpetually scrutinizes runtime activities, detects irregular patterns, or misuse of legitimate operations, and promptly intervenes to halt harmful executions. Furthermore, Raven aids security teams in prioritizing their efforts by sifting through countless irrelevant vulnerabilities, allowing them to concentrate solely on those that pose a genuine risk. This proactive approach not only enhances security but also streamlines the overall security management process, ensuring that resources are allocated effectively. -
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depthfirst
depthfirst
Depthfirst is an advanced application security platform specifically designed to aid organizations in identifying, prioritizing, and addressing software vulnerabilities by thoroughly understanding their code, infrastructure, and business logic as an integrated system. Central to depthfirst is its "General Security Intelligence," which conducts comprehensive analyses of entire repositories and environments to reveal how systems operate in reality, thus identifying intricate, real-world vulnerabilities that conventional scanners frequently overlook. By assessing complete attack paths, permissions, and data flows, it accurately determines the exploitability of issues, thereby significantly lowering false positive rates and enabling teams to concentrate on substantial risks. Additionally, depthfirst functions across various layers of the technology stack, which includes source code, dependencies, secrets, containers, and live applications, ensuring ongoing security throughout both development and production phases. This holistic approach not only enhances security effectiveness but also streamlines the remediation process for development teams. -
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Hyper
Hyper
Hyper is an innovative internal developer platform powered by AI, aimed at enabling enterprise teams to rapidly create custom software, internal tools, and applications with enhanced efficiency and scalability. Serving as a “first-mile” engine in the software development process, it empowers organizations to convert structured business logic into fully operational applications that are owned by developers, utilizing AI-driven scaffolding. This platform prioritizes both speed and autonomy, allowing teams to develop secure and scalable solutions within days while retaining complete control over their systems without depending on third-party vendors. Hyper is designed to eliminate disjointed workflows and temporary prototypes, offering a unified architecture that reflects an organization’s internal framework, standards, and procedures. Additionally, it introduces a contextual system where interactions, memory, and business logic are organized to enable AI agents to not only access data but also to analyze and engage in the execution of processes. By fostering a collaborative environment, Hyper enhances the overall software development experience for teams. -
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LakeSail
LakeSail
LakeSail is an integrated, cloud-based data and AI platform aimed at revolutionizing the way organizations handle, analyze, and utilize vast amounts of data by merging all tasks into one efficient system. Central to this platform is Sail, a Rust-based distributed computation engine that acts as a straightforward substitute for Apache Spark, allowing teams to execute their existing SQL and Python workloads without needing to modify their code, all while reducing JVM overhead and enhancing overall performance. This platform consolidates batch processing, stream processing, ad-hoc queries, and AI tasks into a singular runtime, which enables data pipelines and intelligent systems to function smoothly on the same infrastructure. Additionally, it features a multimodal lakehouse architecture adept at managing both structured and unstructured data, such as PDFs, images, and videos, within a unified environment, thereby catering to contemporary AI-focused applications. By streamlining these processes, LakeSail empowers organizations to leverage their data more effectively and drive innovation in their operations. -
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JetStream Security
JetStream
JetStream Security serves as a governance platform focused on security, enabling enterprises to gain comprehensive visibility, control, and responsibility over their AI systems by transforming them from unclear, disjointed applications into managed and traceable infrastructures. Functioning as a unified control center, it integrates identity management, operational governance, monitoring, and financial management into one cohesive system, empowering organizations to “monitor every AI action, associate actions with accountable individuals, and ensure workflows stay within authorized limits” while applying policies during runtime. Furthermore, it incorporates agentic identity, linking human, agentic, and non-human identities to specific actions and access rights, thereby ensuring that each invocation, tool usage, or workflow can be tracked and governed according to least-privilege access standards. By maintaining ongoing runtime governance, JetStream continuously evaluates actual AI behavior against pre-approved frameworks, utilizing immutable logging and real-time monitoring to identify deviations, thereby reinforcing security and compliance. This robust approach not only enhances accountability but also supports organizations in navigating the complexities of AI governance effectively. -
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Notenic
Notenic
Notenic serves as a runtime orchestration and governance platform aimed at managing and securing autonomous AI agents, also known as "digital labor," in real-time scenarios where failures could lead to significant regulatory, legal, or operational repercussions. Functioning as an infrastructure layer, it integrates directly into the execution path of AI systems to enforce strict governance protocols prior to any interaction with systems of record, thus avoiding the limitations of post-output filters or controls applied at the prompt level. The platform incorporates a zero-trust runtime architecture characterized by foundational principles such as zero-persistence, which ensures no data is retained after each session, and execution-path control that enforces policies right at the moment actions are taken. This design also emphasizes independence from model context, effectively preventing any adversarial inputs from compromising governed behavior. In addition, Notenic offers a comprehensive control plane that encompasses the management of AI agents, treating them as operational units with clearly defined roles and appropriate oversight, which enhances organizational efficiency and accountability. This robust framework ultimately ensures that AI operations are conducted within a secure and compliant environment. -
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ReinforceNow
ReinforceNow
ReinforceNow serves as a comprehensive platform dedicated to ongoing learning through AI agents, designed to assist teams in deploying, training, and iterating efficiently. Developers are empowered to create AI agents that can be continuously trained using production traffic, or they can opt for Claude Code to configure the setup automatically. The platform manages vital components such as reinforcement learning infrastructure, experiment orchestration, agent versioning, GPU training logic, and telemetry, allowing teams to concentrate on refining agent logic, data collection, and reward systems. With support for rapid LLM fine-tuning using LoRA, high-throughput training capabilities, and extensive compatibility with open-source models including Qwen, DeepSeek, and GPT-OSS, ReinforceNow enhances developers' efficiency. It offers sophisticated telemetry features that help evaluate, monitor, and iterate on AI agent LLM applications, including detailed traces, reward systems, experiment metrics, and training visibility. Teams can tackle extended tasks that require context sizes ranging from 32k to 1 million, create specialized agents for multi-turn interactions and long-duration tasks, and access an array of tools to streamline their reinforcement learning workflows, ultimately fostering innovation in AI development. -
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Matters.AI
Matters.AI
Matters.AI stands out as the pioneering AI Security Engineer for Data, specifically designed to autonomously detect, comprehend, and address instances of data misuse before any ticket is generated by the Security Operations Center (SOC). This innovative solution safeguards what truly matters, overseeing sensitive data as it exists or moves across various platforms, functioning similarly to a human security engineer that comprehends context, monitors activities, and protects sensitive information independently across environments such as cloud services, SaaS, endpoints, microservices, and AI pipelines. Built upon advanced technologies like semantic intelligence, nearest neighbor search, data lineage modeling, and predictive behavior analysis, Matters goes beyond mere threat detection; it interprets context, foresees potential risks, and takes proactive measures. Rather than depending on outdated static rules, regex patterns, cumbersome dashboards, and incessant alerts, Matters adeptly reads nuanced data signals, tracks risks in real-time, and operates around the clock. By identifying sensitive data based not solely on appearance but also on its significance, Matters employs techniques like fingerprinting and eBPF to monitor data across cloud environments, SaaS applications, endpoints, and beyond, ensuring comprehensive protection and awareness. In this way, Matters.AI not only enhances data security but also transforms the landscape of risk management in the digital age. -
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Firstwork
Firstwork
Firstwork delivers advanced AI solutions for workforce operations, utilizing enterprise-grade AI agents that enhance candidate fill rates, decrease drop-offs, and facilitate a seamless transition from offer acceptance to the first work shift. Designed specifically for those who shape our world, Firstwork streamlines the various operational tasks that often hinder hiring, onboarding, compliance, and workforce management. The Document Verification agent efficiently authenticates IDs, permits, and other necessary documents in real time, promptly flagging any errors, poor image quality, or missing information to expedite the onboarding process. Additionally, the Browser Automation feature takes care of web-based tasks across multiple external platforms and systems, ensuring checks and updates are completed concurrently with comprehensive audit trails. Furthermore, the Workflow Engine transforms standard operating procedures into automated, flexible workflows powered by AI, empowering teams to create intricate, multi-step processes that operate seamlessly from start to finish without the need for manual oversight, ultimately enhancing overall efficiency. This innovative approach not only improves productivity but also supports a more agile workforce management strategy. -
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General Analysis
General Analysis
General Analysis serves as a cutting-edge AI security platform designed to aid security teams in adversarially testing, monitoring, and safeguarding AI agents and systems that are actively deployed. Its primary objective is to enable organizations to grasp AI-related risks, avert potential incidents, and secure various real-world AI applications, which include employee copilots, coding agents, customer support tools, healthcare assistants, legal aids, financial copilots, and creative workflows. By mapping out AI applications and agents through an extensive range of parameters such as prompts, retrieval methods, tools, MCP servers, browser activities, permissions, repositories, cloud accounts, SaaS workflows, and business processes, it effectively identifies context-aware attacks that highlight vulnerabilities within the system. The platform's automated red teaming employs adaptable attacker models that respond to target behaviors and generate complex multi-step exploit chains, providing security teams with the ability to discover vulnerabilities that traditional static prompt sets or endpoint-only testing might overlook. Ultimately, General Analysis empowers organizations to enhance their AI security posture while ensuring that their deployments remain resilient against evolving threats. -
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PhysicsX
PhysicsX
PhysicsX Platform is an advanced engineering platform driven by AI that harnesses the capabilities of artificial intelligence throughout the domains of design, manufacturing, and operations, facilitating significant advancements in performance, efficiency, and speed for vital industrial sectors globally. This platform merges simulation, physics AI, data, and engineering applications into a cohesive software foundation that seamlessly integrates with existing tools utilized by engineers. Specifically designed to support the entire product lifecycle—from initial concept and design to manufacturing and operational phases—PhysicsX incorporates AI into the engineering process rather than treating it as an additional component. By empowering enterprises to swiftly create, implement, and expand a new generation of AI tools within intricate engineering workflows, PhysicsX allows teams to effectively train and deploy physics AI directly in real-world design and production contexts while enhancing productivity and innovation. Ultimately, the platform represents a transformative step toward the future of engineering. -
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Duvo.ai
Duvo.ai
Duvo.ai serves as a dynamic operations platform tailored for retail, FMCG, and CPG teams, adept at visualizing actual operational processes, creating enhanced workflows, and managing approved tasks through various systems including ERP, supplier portals, emails, spreadsheets, and internal tools. By accurately reflecting the current state of operations and designing improved methodologies, Duvo bridges the divide between ideal workflows and the realities of everyday tasks. With the innovative Duvo Clarity feature, teams can efficiently map workflows, departments, or teams within just a few days, utilizing a range of evidence-gathering methods such as screen recordings, structured interviews, and existing documentation. This process culminates in a comprehensive L4 process map that details tasks, systems, decisions, handoffs, exceptions, workarounds, rework, associated costs, potential savings, control boundaries, as well as identifying the most suitable candidates for automation or redesign. Furthermore, Duvo Automation takes the refined process map and converts it into actionable agents that seamlessly execute processes from start to finish across the pre-existing systems utilized by teams, thereby enhancing overall efficiency and productivity. Ultimately, this integration not only streamlines operations but also empowers teams to focus on strategic initiatives rather than getting bogged down by mundane tasks. -
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Vocalcom
Vocalcom
AI-Powered Cloud Contact Center Solution. It powers innovative, personality-based routing. It also manages multichannel customer interactions in one conversation. Vocalcom is the world of digital engagement and artificial Intelligence (AI), where live agents are seamlessly integrated into the customer interaction flow. All customer interactions can be managed in one conversation. The new generation of cloud contact centre platform that integrates with existing systems and supports ALL channels. Vocalcom's intuitive user interface increases productivity and allows companies to weave all of their customer interactions across all channels into continuous conversation threads. This allows them to reduce customer effort while strengthening customer relationships with each interaction. Amazingly simple, adaptable, and powered by AI Keep the conversation going. All customer interactions, including chat, email, text message, phone, and social media, are available in one place. -
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NVIDIA NGC
NVIDIA
NVIDIA GPU Cloud (NGC) serves as a cloud platform that harnesses GPU acceleration for deep learning and scientific computations. It offers a comprehensive catalog of fully integrated containers for deep learning frameworks designed to optimize performance on NVIDIA GPUs, whether in single or multi-GPU setups. Additionally, the NVIDIA train, adapt, and optimize (TAO) platform streamlines the process of developing enterprise AI applications by facilitating quick model adaptation and refinement. Through a user-friendly guided workflow, organizations can fine-tune pre-trained models with their unique datasets, enabling them to create precise AI models in mere hours instead of the traditional months, thereby reducing the necessity for extensive training periods and specialized AI knowledge. If you're eager to dive into the world of containers and models on NGC, you’ve found the ideal starting point. Furthermore, NGC's Private Registries empower users to securely manage and deploy their proprietary assets, enhancing their AI development journey. -
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ArangoDB
ArangoDB
Store data in its native format for graph, document, and search purposes. Leverage a comprehensive query language that allows for rich access to this data. Map the data directly to the database and interact with it through optimal methods tailored for specific tasks, such as traversals, joins, searches, rankings, geospatial queries, and aggregations. Experience the benefits of polyglot persistence without incurring additional costs. Design, scale, and modify your architectures with ease to accommodate evolving requirements, all while minimizing effort. Merge the adaptability of JSON with advanced semantic search and graph technologies, enabling the extraction of features even from extensive datasets, thereby enhancing data analysis capabilities. This combination opens up new possibilities for handling complex data scenarios efficiently. -
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Claravine
Claravine
Claravine is changing the way global enterprises view data integrity. The Data Standards Cloud allows teams to connect, standardize, and control data across their organization. Claravine is used by leading brands to increase their control and ownership of their data, allowing them to make better decisions, provide better customer experiences, and increase ROI. -
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StackState
StackState
StackState's Topology & Relationship-Based Observability platform allows you to manage your dynamic IT environment more effectively. It unifies performance data from existing monitoring tools and creates a single topology. This platform allows you to: 1. 80% Reduced MTTR by identifying the root cause of the problem and alerting the appropriate teams with the correct information. 2. 65% Less Outages: Through real-time unified observation and more planned planning. 3. 3.3.2. 3x faster releases: Developers are given more time to implement the software. Get started today with our free guided demo: https://www.stackstate.com/schedule-a-demo -
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Cresta
Cresta
Transform team effectiveness dramatically by utilizing live prompts that suggest the ideal responses for every customer interaction. Within every team, certain individuals consistently demonstrate greater productivity and efficiency than others. Cresta’s advanced AI technology identifies the unique strategies employed by these high achievers and provides real-time coaching to disseminate these best practices throughout the team. The outcome? A subject matter expert present at every customer interaction. Cresta's robust AI system continuously learns and refines its approach across various channels and scenarios to enhance team performance. Significantly boost compliance and overall team efficiency with immediate support and tailored coaching derived from insights from your top performers. By analyzing every conversation, Cresta monitors agent performance and reveals coaching opportunities, enabling managers to focus more on nurturing talent rather than merely reviewing transcripts. This innovative approach ensures that every team member can tap into the collective wisdom of their highest-performing colleagues. -
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Big Sofa Technologies
Big Sofa Technologies
Video serves as an unfiltered reflection of reality. Our advanced technology enables the discovery and comprehension of genuine human behaviors and experiences, revealing opportunities for transformative design, communication, and innovation within businesses. We convert video footage from everyday environments into valuable data and content that fosters empathy. By engaging with real-life scenarios, our Lifestream methodology eliminates researcher biases and traditional facility limitations, introducing an unprecedented data source that reveals hidden insights from consumers' lives in almost real-time. The complexity of everyday life is mirrored in the subconscious nature of human actions, which are often habitual. Lifestream offers a unique perspective into unmediated daily experiences and behaviors, allowing for a clearer understanding of human interactions. Our innovative mobile capture techniques invite you to accompany consumers on their journeys, immersing you in authentic moments that unfold in their routines. This approach not only enhances understanding but also fosters deeper connections with the audience. -
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Verint AI Blueprint
Verint
It is easy to get lost in the shuffle of AI trends and buzzwords. You need a map to help you navigate the world of AI. Your company must know how automation can best benefit your bottom line, employees productivity, and the customer experience. Verint AI Blueprint™ allows you to determine which conversational AI use case will generate immediate ROI and long-term enterprise value. AI Blueprint, which is a team of experts from Verint, generates a roadmap to ensure your automation's continued success and improvement. It also highlights business opportunities based upon your customers' data. AI Blueprint will help you navigate the process of building enterprise-grade chatbots and conversational AI. While it's easy to believe in AI, without proper planning, you run the risk of launching conversational AI initiatives that don't address your customers' needs. -
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During periods of significant global economic disruption, executive teams are compelled to quickly reevaluate their strategies, priorities, and areas of emphasis. While some may choose to adopt a more conservative stance, others might recognize an unexpected yet distinctive opportunity to foster positive transformation within their organizations. Presently, there exists an unparalleled opportunity to reshape enterprises; this includes integrating new, agile operational methods, enhancing innovation, and improving customer interactions, all while uncovering fresh revenue streams, cutting costs, and possibly executing these changes on a larger scale than ever before. The Capgemini Intelligent Automation Platform stands out as a specially designed, plug-and-play solution that facilitates the efficient delivery of IT, application services, and business operations, ensuring that intelligent automation reaches its fullest potential so businesses can derive maximum value throughout their operations effortlessly and at scale. The CIAP transitions organizations from a narrow, operations-centric view of automation to a comprehensive, enterprise-wide implementation strategy, allowing for greater effectiveness and efficiency across all functions. Through this transformation, companies can not only adapt to current challenges but also position themselves for future success and resilience.
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Folio3
Folio3 Software
Folio3, a machine learning firm, boasts a team of committed Data Scientists and Consultants who have successfully executed comprehensive projects in areas such as machine learning, natural language processing, computer vision, and predictive analytics. With the aid of Artificial Intelligence and Machine Learning algorithms, businesses are now able to leverage highly tailored solutions that come with sophisticated machine learning capabilities. The advancements in computer vision technology have significantly enhanced the analysis of visual data, introduced innovative image-based features, and revolutionized how companies across diverse sectors engage with visual content. Additionally, the predictive analytics solutions provided by Folio3 yield swift and effective outcomes, helping you to uncover opportunities and detect anomalies within your business processes and strategies. This comprehensive approach ensures that clients remain competitive and responsive in an ever-evolving market. -
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Chainer
Chainer
Chainer is a robust, adaptable, and user-friendly framework designed for building neural networks. It facilitates CUDA computation, allowing developers to utilize a GPU with just a few lines of code. Additionally, it effortlessly scales across multiple GPUs. Chainer accommodates a wide array of network architectures, including feed-forward networks, convolutional networks, recurrent networks, and recursive networks, as well as supporting per-batch designs. The framework permits forward computations to incorporate any Python control flow statements without compromising backpropagation capabilities, resulting in more intuitive and easier-to-debug code. It also features ChainerRLA, a library that encompasses several advanced deep reinforcement learning algorithms. Furthermore, with ChainerCVA, users gain access to a suite of tools specifically tailored for training and executing neural networks in computer vision applications. The ease of use and flexibility of Chainer makes it a valuable asset for both researchers and practitioners in the field. Additionally, its support for various devices enhances its versatility in handling complex computational tasks. -
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ClearProcess
ClearProcess
The APIs integrated into our ClearProcess editor facilitate automation that can range from simple tasks to comprehensive business processes encompassing numerous activities. These automations can be initiated by human operators, voice commands, text messages, emails, and various other mechanisms. ClearProcess serves as a unified platform for all automation technologies, allowing for the orchestration of significant automation that leads to remarkable increases in productivity. Ensure that your automations remain intact during upgrades by steering clear of screen-scraping methods. Our approach focuses on automation at both the API and database levels, making it possible to scale operations to accommodate hundreds of thousands of users across essential business processes. ClearWork supports Attended RPA for all bots within ClearProcess, enhancing user interaction. By consolidating data and functionalities across various systems, you can establish a single source of truth. Additionally, we provide thousands of pre-built automation solutions tailored for SAP, Salesforce, Oracle E-Business Suite, PeopleSoft, and numerous other packaged software systems, significantly accelerating implementation and efficiency. This extensive library of resources ensures that organizations can rapidly adopt automation without having to start from scratch. -
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CompreFace
Exadel
CompreFace is an open-source facial recognition tool that is freely available and can be seamlessly incorporated into any system, requiring no prior expertise in machine learning. It is provided as a docker-compose configuration and accommodates various models that function on both CPU and GPU. Utilizing advanced techniques and frameworks such as FaceNet and InsightFace, this solution streamlines the detection of unauthorized access to sensitive locations and enhances office security. Moreover, it serves dual purposes by facilitating data collection for marketing strategies and enabling real-time ad targeting. Additionally, it aids in monitoring employees and students to ensure they are present in designated areas. CompreFace can identify customers as they enter, which allows businesses to enhance their customer service experience significantly. This technology also expedites the check-in process at hotels, conferences, and airports. Designed to be efficient, adaptable, and user-friendly, CompreFace stands out in the realm of facial recognition services, making it a valuable asset for various applications. Furthermore, its simplicity allows organizations of all sizes to leverage this technology effectively.
