Best Artificial Intelligence Software for VMware Cloud

Google Cloud Platform provides an extensive suite of Artificial Intelligence (AI) and machine learning tools designed to streamline data analysis. GCP offers pre-trained models and APIs like Vision AI, Natural Language, and AutoML that allow businesses to easily incorporate AI into their applications without requiring deep expertise in the field. Additionally, new customers receive $300 in free credits to run, test, and deploy workloads, enabling them to explore AI capabilities on the platform and implement advanced machine learning solutions at no initial cost. GCP’s AI tools also integrate seamlessly with other services, creating end-to-end machine learning pipelines from data processing to model deployment. Furthermore, these tools are designed to be highly scalable, allowing companies to experiment with AI and grow their AI-powered solutions as their needs expand. With these resources, businesses can quickly leverage AI for various tasks, from predictive analytics to automation.

JAMS is an automation orchestration and job scheduling solution that runs, monitors, and manages critical IT processes from a single console, from simple batch jobs to complex, cross-platform workflows. JAMS automates jobs across Windows, Linux, UNIX, IBM i, z/OS, and OpenVMS, with native integrations for the databases, BI tools, and ERP systems already running your business, including SQL Server and SAP. Jobs run on any schedule or trigger off other events, and dependency management keeps multi-step workflows in the right order. Every job is centrally monitored, with notifications on success or failure and an audit trail of every execution. Built-in conversion tools migrate existing jobs from Windows Task Scheduler, SQL Agent, or Cron without rebuilding them, and JAMS replaces homegrown, single-platform scripts with one centrally managed system. JAMS includes two AI capabilities at no additional cost. JAX is an AI agent built into the JAMS Web Client. Ask it a question in plain language, and it finds a job, troubleshoots a failure, or looks up how to do something, grounded in JAMS documentation, not general AI guesswork. It acts only when asked, and every change waits for your approval. JAMS MCP brings JAMS into the AI coding tools teams already use, including Cursor, Claude Code, GitHub Copilot, and Claude Desktop. Both run inside the customer's network with the signed-in user's permissions and no elevated AI account, and every action, AI-driven or not, lands in the same audit trail as everything else in JAMS. For teams managing thousands of jobs across SQL Server, ADF, Airflow, SAP, JDE, and Banner, this cuts tribal knowledge and middle-of-the-night troubleshooting. Knowledge that once lived in one person's head becomes something any team member can ask about directly. The AI lives in the product, not in the support queue. Support is staffed by humans JAMS will never outsource, based in the United States, the United Kingdom, and Australia. New tickets go to long-tenured engineers, and every JAMS customer has the CEO's cell phone number. JAMS' mission is to reduce the operational burden of critical automation, so teams spend more time on the work automation was meant to free them for.

ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training.

Atlantic.Net provides Cloud, GPU Cloud, Dedicated, Bare Metal Hosting, and Managed Services. From meeting the strictest security, privacy, and compliance requirements to ensuring a robust and scalable hosting environment, our hosting solutions are designed to help bring focus to your core business and applications. Our Compliance Hosting solutions are a perfect fit for financial services and healthcare organizations that require the most robust security levels for their data. Certified and audited by third-party independent auditors, Atlantic.Net compliance hosting solutions fulfill HIPAA, HITECH, PCI, or SOC requirements. From your first consultation to ongoing operations, you’ll benefit from our proactive, result-oriented approach to your digital transformation. Gain a clear, significant advantage with our managed services to make your organization more efficient and productive.

Best-in-Market Speech-to-Text & Voice AI for Enterprises. Speechmatics delivers industry-leading Speech-to-Text and Voice AI for enterprises needing unrivaled accuracy, security, and flexibility. Our enterprise-grade APIs provide real-time and batch transcription with exceptional precision—across the widest range of languages, dialects, and accents. Powered by Foundational Speech Technology, Speechmatics supports mission-critical voice applications in media, contact centers, finance, healthcare, and more. With on-prem, cloud, and hybrid deployment, businesses maintain full control over data security while unlocking voice insights. Trusted by global leaders, Speechmatics is the top choice for best-in-class transcription and voice intelligence. 🔹 Unmatched Accuracy – Superior transcription across languages & accents 🔹 Flexible Deployment – Cloud, on-prem, and hybrid 🔹 Enterprise-Grade Security – Full data control 🔹 Real-Time & Batch Processing – Scalable transcription

Amazon Web Services (AWS) is the world’s most comprehensive cloud platform, trusted by millions of customers across industries. From startups to global enterprises and government agencies, AWS provides on-demand solutions for compute, storage, networking, AI, analytics, and more. The platform empowers organizations to innovate faster, reduce costs, and scale globally with unmatched flexibility and reliability. With services like Amazon EC2 for compute, Amazon S3 for storage, SageMaker for AI/ML, and CloudFront for content delivery, AWS covers nearly every business and technical need. Its global infrastructure spans 120 availability zones across 38 regions, ensuring resilience, compliance, and security. Backed by the largest community of customers, partners, and developers, AWS continues to lead the cloud industry in innovation and operational expertise.

Microsoft's Azure is a cloud computing platform that allows for rapid and secure application development, testing and management. Azure. Invent with purpose. Turn ideas into solutions with more than 100 services to build, deploy, and manage applications—in the cloud, on-premises, and at the edge—using the tools and frameworks of your choice. Continuous innovation from Microsoft supports your development today, and your product visions for tomorrow. With a commitment to open source, and support for all languages and frameworks, build how you want, and deploy where you want to. On-premises, in the cloud, and at the edge—we’ll meet you where you are. Integrate and manage your environments with services designed for hybrid cloud. Get security from the ground up, backed by a team of experts, and proactive compliance trusted by enterprises, governments, and startups. The cloud you can trust, with the numbers to prove it.

IBM Cloud® capabilities enable business agility and resiliency. Explore the platform that gives you 2.5x value. Designed for industry, security and the freedom to build and run anywhere. Business workflow transformation with automation and AI. Strong technology partner ecosystem that delivers value for industry needs. Industry and business domain expertise and solutions. Automated and auditable processes. Unique capabilities for the highest levels of cloud security and monitoring. Consistent security and controls posture across all applications. Containerized capabilities for DevOps, automation, data and security. Ease of integration and a consistent application development lifecycle. Advanced technologies including IBM Watson®, analytics, IoT, and edge.

AceCloud is a comprehensive public cloud and cybersecurity platform designed to support businesses with scalable, secure, and high-performance infrastructure. Its public cloud services include compute options tailored for RAM-intensive, CPU-intensive, and spot instances, as well as cloud GPU offerings featuring NVIDIA A2, A30, A100, L4, L40S, RTX A6000, RTX 8000, and H100 GPUs. It provides Infrastructure as a Service (IaaS), enabling users to deploy virtual machines, storage, and networking resources on demand. Storage solutions encompass object storage, block storage, volume snapshots, and instance backups, ensuring data integrity and accessibility. AceCloud also offers managed Kubernetes services for container orchestration and supports private cloud deployments, including fully managed cloud, one-time deployment, hosted private cloud, and virtual private servers.

Kong Konnect Enterprise Service Connectivity Platform brokers an organization’s information across all services. Built on top of Kong’s battle-tested core, Kong Konnect Enterprise enables customers to simplify management of APIs and microservices across hybrid-cloud and multi-cloud deployments. With Kong Konnect Enterprise, customers can proactively identify anomalies and threats, automate tasks, and improve visibility across their entire organization. Stop managing your applications and services, and start owning them with the Kong Konnect Enterprise Service Connectivity Platform. Kong Konnect Enterprise provides the industry’s lowest latency and highest scalability to ensure your services always perform at their best. Kong Konnect has a lightweight, open source core that allows you to optimize performance across all your services, no matter where they run.

DSVMs are Azure Virtual Machine images, pre-installed, configured and tested with several popular tools that are commonly used for data analytics, machine learning and AI training. Consistent setup across team, promote sharing and collaboration, Azure scale and management, Near-Zero Setup, full cloud-based desktop for data science. Quick, Low friction startup for one to many classroom scenarios and online courses. Ability to run analytics on all Azure hardware configurations with vertical and horizontal scaling. Pay only for what you use, when you use it. Readily available GPU clusters with Deep Learning tools already pre-configured. Examples, templates and sample notebooks built or tested by Microsoft are provided on the VMs to enable easy onboarding to the various tools and capabilities such as Neural Networks (PYTorch, Tensorflow, etc.), Data Wrangling, R, Python, Julia, and SQL Server.

DictaFlow is an AI dictation app for Windows, Mac, iPhone, and Android via Telegram that turns messy speech into clean text wherever the cursor is. Hold a keyboard shortcut, mouse button, or VDI-safe trigger, speak naturally, and release to insert text directly into email, documents, IDEs, EHRs, browsers, terminals, notes, and remote desktops. It is built for the messy parts of dictation, including names, acronyms, code terms, drug names, clinical shorthand, contract language, accents, and more than 100 languages. DictaFlow understands mid-sentence corrections such as “actually” and “I mean,” so users can fix mistakes without breaking rhythm, and AI cleanup can turn rough speech into emails, bullets, code comments, meeting notes, prompts, or formatted text as they talk. Users can also highlight existing text in apps such as Word, Slack, or VS Code and edit it by voice.

We build cloud infrastructures tailored to your needs. We support you in all the phases of your business, from the analysis of the best IT infrastructure to the migration, and in cases of complex architectures. Time is money, and this is even truer when you work in the IT field. Save your time and choose the best quality hosting and cloud services with great support and rapid customer service. Our state-of-the-art data centers are located in Milan, Sesto San Giovanni, Lugano, and Frosinone. We use only high-quality, name-brand hardware. We offer the maximum security to deliver a robust and highly available IT infrastructure, enabling you to recover your workloads quickly. Seeweb cloud solutions are sustainable and responsible. Our company policies contemplate ethics, inclusion, and our full support of projects dedicated to society and the environment. All our server farms are powered by 100% renewable energy.

Empowering informed choices, uncovering opportunities, and gaining a competitive edge through our state-of-the-art data and analytics solutions in a data-driven landscape Unlock business growth through our data science and AI proficiency. We leverage machine learning, algorithms, and statistics for informed, data-driven decision-making. Turn your concepts into tangible solutions through our customized web and mobile app development. We breathe life into your vision. We lead in cybersecurity, embedding analytics at the heart of defense. Our expertise lies in automated monitoring, detection, and responsive security solutions, safeguarding your digital assets comprehensively. Realize the cloud's potential with our custom solutions, offering seamless integration, scalability, and security to fast-track your digital transformation and foster innovation. We're trailblazers in advancing digital assets and blockchain, empowering businesses to confidently adopt the future of capital markets.

NetWatch.ai offers a comprehensive, AI-driven monitoring and security platform designed to replace fragmented tools with an integrated solution for modern IT environments. The platform is structured around three core product lines, NetWatch OPS, a server and network monitoring solution providing real-time insights, proactive alerts and streamlined resource management; Secure OPS, a hybrid SIEM built for unified security monitoring and compliance across cloud and on-premises infrastructures; and AI OPS, which uses machine learning to predict issues, automate remediation workflows and elevate operational performance. A patented “AI System Administrator” acts as a virtual operator that monitors customer infrastructure, connects via API to existing workflows, and offers complete visibility and automation. For organizations seeking turnkey expertise, NetWatch.ai also delivers Hive OPS SOC, a tiered Security Operations Center as a service with 24/7 monitoring, incident response, and more.

SF Compute is a marketplace platform that offers on-demand access to large-scale GPU clusters, letting users rent powerful compute resources by the hour, not requiring long-term contracts or heavy upfront commitments. You can choose between virtual machine nodes or Kubernetes clusters (with InfiniBand support for high-speed interconnects), and specify the number of GPUs, duration, and start time as needed. It supports flexible “buy blocks” of compute; for example, you might request 256 NVIDIA H100 GPUs for three days at a capped hourly rate, or scale down/up dynamically depending on budget. For Kubernetes clusters, spin-up times are fast (about 0.5 seconds); VMs take around 5 minutes. Storage is robust, including 1.5+ TB NVMe and 1 TB + RAM, and there are no data transfer (ingress/egress) fees, so you don’t pay to move data. SF Compute’s architecture abstracts physical infrastructure behind a real-time spot-market and dynamic scheduler.

Oracle Cloud Infrastructure supports traditional workloads and delivers modern cloud development tools. It is architected to detect and defend against modern threats, so you can innovate more. Combine low cost with high performance to lower your TCO. Oracle Cloud is a Generation 2 enterprise cloud that delivers powerful compute and networking performance and includes a comprehensive portfolio of infrastructure and platform cloud services. Built from the ground up to meet the needs of mission-critical applications, Oracle Cloud supports all legacy workloads while delivering modern cloud development tools, enabling enterprises to bring their past forward as they build their future. Our Generation 2 Cloud is the only one built to run Oracle Autonomous Database, the industry's first and only self-driving database. Oracle Cloud offers a comprehensive cloud computing portfolio, from application development and business analytics to data management, integration, security, AI & blockchain.

Vectra enables enterprises to immediately detect and respond to cyberattacks across cloud, data center, IT and IoT networks. As the leader in network detection and response (NDR), Vectra uses AI to empower the enterprise SOC to automate threat discovery, prioritization, hunting and response. Vectra is Security that thinks. We have developed an AI-driven cybersecurity platform that detects attacker behaviors to protect your hosts and users from being compromised, regardless of location. Unlike other solutions, Vectra Cognito provides high fidelity alerts instead of more noise, and does not decrypt your data so you can be secure and maintain privacy. Today’s cyberattacks will use any means of entry, so we provide a single platform to cover cloud, data center, enterprise networks, and IoT devices, not just critical assets. The Vectra NDR platform is the ultimate AI-powered cyberattack detection and threat-hunting platform.

Your customer's mission-critical video surveillance and security applications require a reliable platform that performs at peak performance 24/7/365. To meet these requirements StarWind offers purpose-built platforms that leverage fault-tolerant architecture from storage and up to application management. StarWind HCA platforms combine server, storage, networking, and hypervisor as well as a single proactive support umbrella for all components. You tell us your requirements and we tailor you the perfect solution preserving Milestone, Genetec, and Briefcam best practices, and put it through all the required testing to give you fastest possible time-to-solution and peace of mind knowing your reputation and the solution you deliver to your customers are both rock-solid. We covered all the needs and pain points specific to Integrators and MSPs in the security space: unbeatable performance, fault tolerance, convenient management, and minimized hardware footprint.

SpeechWrite specializes in a range of cloud dictation and voice recognition agile workflow solutions designed to meet the flexible working needs of the modern-day professional. Scalable and future-proofed solutions to suit all types of organizations. Our industry-leading range of digital dictation and transcription solutions link authors and transcribers facilitating efficient communication. Individual and organizational workflow settings enhance flexibility to ensure you receive your written dictations quickly and efficiently when in the office or on the move. Use your most powerful tool, your voice, and put it to work. Our practical technology, sophisticated yet simple, allows you to enhance your working environment and simply work smarter. We listen, learn and collaborate to support you through every stage of the process while also offering professional guidance and support along the way.

Fast, lightweight, portable, rust-powered, and OpenAI compatible. We work with cloud providers, especially edge cloud/CDN compute providers, to support microservices for web apps. Use cases include AI inference, database access, CRM, ecommerce, workflow management, and server-side rendering. We work with streaming frameworks and databases to support embedded serverless functions for data filtering and analytics. The serverless functions could be database UDFs. They could also be embedded in data ingest or query result streams. Take full advantage of the GPUs, write once, and run anywhere. Get started with the Llama 2 series of models on your own device in 5 minutes. Retrieval-argumented generation (RAG) is a very popular approach to building AI agents with external knowledge bases. Create an HTTP microservice for image classification. It runs YOLO and Mediapipe models at native GPU speed.

Blink is an ROI force multiplier for security teams and business leaders looking to quickly and easily secure a wide variety of use cases. Get full visibility and coverage of alerts across your organization and security stack. Utilize automated flows to reduce noise and false positives in alerts. Scan for attacks and proactively identify insider threats and vulnerabilities. Create automated workflows that add relevant context, streamline communications, and reduce MTTR. Take action on alerts and improve your cloud security posture with no-code automation and generative AI. Shift-left access requests, streamline approvals flows, and unblock developers while keeping your applications secure. Continuously monitor your application for SOC2, ISO, GDPR, or other compliance checks and enforce controls.

​Akitra Andromeda is a next-generation, AI-enabled compliance automation platform designed to streamline and simplify regulatory adherence for businesses of all sizes. It supports a wide range of compliance frameworks, including SOC 2, ISO 27001, HIPAA, PCI DSS, SOC 1, GDPR, NIST 800-53, and custom frameworks, enabling organizations to achieve continuous compliance efficiently. The platform offers over 240 integrations with major cloud platforms and SaaS services, facilitating seamless incorporation into existing workflows. Akitra's automation capabilities reduce the time and cost associated with manual compliance management by automating monitoring and evidence-gathering processes. The platform provides a comprehensive template library for policies and controls, assisting organizations in establishing a complete compliance program. Continuous monitoring ensures that assets remain secure and compliant around the clock.

Purpose-built to run AI anywhere on data everywhere. Our solution unlocks the value of your unstructured data, allowing you to access, prepare, train, fine-tune, and drive AI without any limitations. We’ve joined our industry-leading file and object storage portfolio, including PowerScale, ECS, and ObjectScale, with our PowerEdge server and open, modern data lakehouse approach. This gives you the power to bring AI to your unstructured data, on-premises, at the edge, and in any cloud with the highest performance and infinite scale. Access a full team of trained data scientists and industry experts who will help you implement AI use cases that deliver the most value for your business. Protect, detect, and respond to cyber attackers with hardened software and hardware security and real-time threat detection. Train and fine-tune your AI models using a single point of data access and the highest performance, on-premises, at the edge, and in any cloud.

HorizonIQ is a comprehensive IT infrastructure provider offering managed private cloud, bare metal servers, GPU clusters, and hybrid cloud solutions designed for performance, security, and cost efficiency. Our managed private cloud services, powered by Proxmox VE or VMware, deliver dedicated virtualized environments ideal for AI workloads, general computing, and enterprise applications. HorizonIQ's hybrid cloud solutions enable seamless integration between private infrastructure and over 280 public cloud providers, facilitating real-time scalability and cost optimization. Our packages offer all-in-one solutions combining compute, network, storage, and security, tailored for various workloads from web applications to high-performance computing. With a focus on single-tenant environments, HorizonIQ ensures compliance with standards like HIPAA, SOC 2, and PCI DSS, while providing 1a 00% uptime SLA and proactive management through their Compass portal.

VMware Private AI Foundation is a joint, on‑premises generative AI platform built on VMware Cloud Foundation (VCF) that enables enterprises to run retrieval‑augmented generation workflows, fine‑tune and customize large language models, and perform inference in their own data centers, addressing privacy, choice, cost, performance, and compliance requirements. It integrates the Private AI Package (including vector databases, deep learning VMs, data indexing and retrieval services, and AI agent‑builder tools) with NVIDIA AI Enterprise (comprising NVIDIA microservices like NIM, NVIDIA’s own LLMs, and third‑party/open source models from places like Hugging Face). It supports full GPU virtualization, monitoring, live migration, and efficient resource pooling on NVIDIA‑certified HGX servers with NVLink/NVSwitch acceleration. Deployable via GUI, CLI, and API, it offers unified management through self‑service provisioning, model store governance, and more.

AWS Transform is an agentic AI service from Amazon Web Services that automates and accelerates the modernization of legacy workloads, specifically .NET, mainframe, and VMware environments. Built on AWS’s migration and modernization experience, it deploys specialized AI agents to carry out tasks like assessment, code analysis, dependency mapping, refactoring, decomposition, validation, and planning, many of which run in parallel, to speed up large-scale transformations. Through a shared workspace and natural-language chat interface, cross-functional teams can collaborate, track progress, and manage modernization projects from end to end. AWS claims AWS Transform can make .NET apps port up to 4 times faster, greatly speed VMware configuration conversion, and compress mainframe migration timelines (years down to months), while also helping reduce legacy licensing, infrastructure cost, and ongoing maintenance expenses.

Mondoo is a unified security and compliance platform designed to drastically reduce business-critical vulnerabilities by combining full-stack asset visibility, risk prioritization, and agentic remediation. It builds a complete inventory of every asset, cloud, on-premises, SaaS, endpoints, network devices, and developer pipelines, and continuously assesses configurations, exposures, and interdependencies. It then applies business context (such as asset criticality, exploitability, and policy deviation) to score and highlight the most urgent risks. Users can choose guided remediation (pre-tested code snippets and playbooks) or autonomous remediation via orchestration pipelines, with tracking, ticket creation, and verification built in. Mondoo supports ingestion of third-party findings, integrates with DevSecOps toolchains (CI/CD, IaC, container registries), and includes 300 + compliance frameworks and benchmark templates.

Mavvrik is an AI and hybrid infrastructure cost management platform that gives finance, FinOps, IT, and engineering teams one control center for GenAI, autonomous agents, GPUs, cloud, on-premises systems, Kubernetes, data platforms, and SaaS. It unifies cost, usage, and telemetry signals from AWS, Azure, Google Cloud, Oracle, VMware, NVIDIA, OpenAI, Anthropic, Gemini, Snowflake, Databricks, and LiteLLM, creating a single source of truth across the technology stack. Teams can track every model call, agent interaction, GPU hour, workload, service, and resource, then allocate spending by customer, product, feature, project, application, environment, team, or cost center. Cost-to-serve and unit-economics analysis reveal margin drains, expensive workloads, and the true cost of delivering each offering. Real-time anomaly detection and alerts identify usage before it becomes a budget surprise, while predictive forecasting helps organizations model cloud, GPU, and AI expenses.

At times of global economic upheaval, boardrooms are driven to rapidly re-assess strategy, priorities and focus. Some will elect to take a cautious approach while others will seize an unplanned but unique opportunity to drive positive change across their business. Today, there is an unprecedented chance to redefine enterprise; to embed new and more agile ways of working, boost innovation, and enhance customer experiences while, simultaneously, realizing new revenue opportunities, reducing costs and perhaps for the first time, do so at scale. Capgemini Intelligent Automation Platform is a purpose-built, plug and play platform enabling effective IT, applications services and business operations delivery to provide intelligent automation at its full potential for businesses to reap maximum value across the entire operation, seamlessly, and at scale. CIAP enables businesses to move from operations focused, limited value, isolated deployment of automation to an enterprise wide approach.