Alternatives to Darcy AI
Compare Darcy AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Darcy AI in 2026. Compare features, ratings, user reviews, pricing, and more from Darcy AI competitors and alternatives in order to make an informed decision for your business.
-
1
Skybox Security
Skybox Security
The Skybox approach to risk-based vulnerability management starts with fresh vulnerability data from your entire network — physical IT, multi–cloud and operational technology (OT). Skybox uses a wide range of sources, including asset and patch management systems and network devices, to assess vulnerabilities without a scan. We also collect, centralize and merge data from multiple scanners to give you the most accurate vulnerability assessments on demand. Centralize and enhance vulnerability management processes from discovery to prioritization and remediation. Harness the power vulnerability and asset data, as well as network topology and security controls. Use network modeling and attack simulation to find exposed vulnerabilities. Augment vulnerability data with intelligence on the current threat landscape. Know your best remediation option, including patching, IPS signatures and network–based changes. -
2
Dynatrace
Dynatrace
The Dynatrace software intelligence platform. Transform faster with unparalleled observability, automation, and intelligence in one platform. Leave the bag of tools behind, with one platform to automate your dynamic multicloud and align multiple teams. Spark collaboration between biz, dev, and ops with the broadest set of purpose-built use cases in one place. Harness and unify even the most complex dynamic multiclouds, with out-of-the box support for all major cloud platforms and technologies. Get a broader view of your environment. One that includes metrics, logs, and traces, as well as a full topological model with distributed tracing, code-level detail, entity relationships, and even user experience and behavioral data – all in context. Weave Dynatrace’s open API into your existing ecosystem to drive automation in everything from development and releases to cloud ops and business processes.Starting Price: $11 per month -
3
TensorFlow
TensorFlow
An end-to-end open source machine learning platform. TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. Build and train ML models easily using intuitive high-level APIs like Keras with eager execution, which makes for immediate model iteration and easy debugging. Easily train and deploy models in the cloud, on-prem, in the browser, or on-device no matter what language you use. A simple and flexible architecture to take new ideas from concept to code, to state-of-the-art models, and to publication faster. Build, deploy, and experiment easily with TensorFlow.Starting Price: Free -
4
Coral
Cohere AI
Coral is a knowledge assistant for enterprises to supercharge the productivity of their most strategic teams. Engage Coral with a prompt to find answers from across your documents backed with citations. Generated responses are verifiable with citations to sources, mitigating against hallucinations. Explain large language models to a non-technical retail exec. Whether for finance, support, sales, or other teams, tailor Coral to your unique job functions. Make it more powerful by connecting data sources that augment its knowledge base. Coral connects to your ecosystem with 100+ integrations across CRMs, collaboration tools, databases, and more. Manage Coral within your own secure cloud, whether through cloud partners (AWS, GCP, OCI, etc.) or virtual private clouds. Coral data is never sent to Cohere, it stays within your own environment. Coral's responses can be grounded on your data and documents. Users will see citations to denote where responses are based from.Starting Price: $0.0000004 per token -
5
Coral
Vox Media
Coral features tools and experiences for commenters, moderators, community managers, and journalists alike. Coral provides better conversation, effective moderation, and it is built for journalism. Coral improves community on your website through smart technology, effective design, and strategies that work. With Coral, your commenters can identify journalists in the conversation, mute annoying voices, share discussions, receive notifications, and see new comment alerts instantly. A full suite of tools helps moderators easily identify disruptive comments and surface the best submissions, supported by smart AI technology. Coral increases loyalty and engagement on your website, giving you complete control of the interactions and data, without inserting any ads or trackers on your page. And it works great on mobile. -
6
Backpack
Coral
The first multi-chain wallet built for xNFTs. Whether it's tokens, decentralized applications, or NFTs, use all your crypto assets inside Backpack. Backpack is brought to you by Coral; the team behind the Anchor Framework and xNFTs. -
7
Coral AI
Coral AI
Upload a PDF file, and get an answer to any question about the document in seconds. Use Coral AI across the board for research, work, studying, and more. Coral AI works by giving you answers based on the document that you upload. If you upload a legal document, our AI uses information from that document to answer your questions, find information, etc. The responses will always include the page number of the document that the AI referenced when creating the response. You can double-check the information in the responses with the page number.Starting Price: $10 per month -
8
Frigate+
Frigate+
Frigate is an open-source NVR built around real-time AI object detection. All processing is performed locally on your own hardware, and your camera feeds never leave your home. Traditional NVRs can require hours of fine tuning to reduce false positive rates because they rely on simple motion detection. By offloading object detection to the Google Coral TPU, even modest hardware can run advanced analysis to determine if the motion is actually a person, car, or other object of interest. With Frigate's local processing, there is no need to pay for your personal camera footage to be sent to the cloud for analysis. Stop reviewing shadows and wind and start reviewing detections that matter. Let Frigate's AI scrub your video feeds for you. With a single Google Coral TPU, Frigate can run 100+ object detections per second so it doesn't miss a single frame. Frigate tracks objects in real-time and can determine the exact moment a person starts walking up your front steps. -
9
iCoral
iInterchange Systems
iCORAL is a complete container leasing management solution. Optimized to handle leasing operations of hundreds of thousands of containers, it is suitable for small, medium and large-scale operations. With a comprehensive lease management module, it also covers all operations from procurement to sale of containers. Container leasing software is a web-based solution, once installed in a central location, it can be accessed by your offices all over the world. A proven, tried and tested architecture, which has evolved over several years, is put in use for creating iCORAL. On the fly lease document generation, multiple equipment size & types. Maintains version history and audit. Easy data entry, copy existing leases. Workflow-based approval & lease term tailoring. General & customer specific terms. DPP terms, location-wise redelivery caps & shared caps. Different types of rates & payment terms. -
10
UKCloud
UKCloud
Hundreds of organisations use our multi-cloud platform to make their transformation happen – cheaper, faster and safer. We’re dedicated to the digital transformation of our nation’s public services through our flexible, secure and cost-effective multi-cloud platform, people and partners. As multi-cloud experts, we provide an easy way to migrate existing systems (such as Oracle and VMware) into the cloud; giving you the time and space you need to build or buy cloud native applications (using Azure and OpenStack/OpenShift) that exploit digital technologies such as artificial intelligence, sensor networks (IoT) and automation. UKCloud gives you the choice of cloud technology, the choice of cloud deployment (private cloud, public cloud, secure cloud) and the choice of cloud service model (infrastructure, platform, software) so that you can avoid lock-in to a single cloud and accelerate your digital transformation. -
11
Pipeshift
Pipeshift
Pipeshift is a modular orchestration platform designed to facilitate the building, deployment, and scaling of open source AI components, including embeddings, vector databases, large language models, vision models, and audio models, across any cloud environment or on-premises infrastructure. The platform offers end-to-end orchestration, ensuring seamless integration and management of AI workloads, and is 100% cloud-agnostic, providing flexibility in deployment. With enterprise-grade security, Pipeshift addresses the needs of DevOps and MLOps teams aiming to establish production pipelines in-house, moving beyond experimental API providers that may lack privacy considerations. Key features include an enterprise MLOps console for managing various AI workloads such as fine-tuning, distillation, and deployment; multi-cloud orchestration with built-in auto-scalers, load balancers, and schedulers for AI models; and Kubernetes cluster management. -
12
HashiCorp Nomad
HashiCorp
A simple and flexible workload orchestrator to deploy and manage containers and non-containerized applications across on-prem and clouds at scale. Single 35MB binary that integrates into existing infrastructure. Easy to operate on-prem or in the cloud with minimal overhead. Orchestrate applications of any type - not just containers. First class support for Docker, Windows, Java, VMs, and more. Bring orchestration benefits to existing services. Achieve zero downtime deployments, improved resilience, higher resource utilization, and more without containerization. Single command for multi-region, multi-cloud federation. Deploy applications globally to any region using Nomad as a single unified control plane. One single unified workflow for deploying to bare metal or cloud environments. Enable multi-cloud applications with ease. Nomad integrates seamlessly with Terraform, Consul and Vault for provisioning, service networking, and secrets management. -
13
Lucidworks Fusion
Lucidworks
Fusion transforms your siloed data into personalized insights unique to each user. Lucidworks Fusion lets customers easily deploy AI-powered data discovery and search applications in a modern, containerized, cloud-native architecture. Data scientists interact with those applications by leveraging existing machine learning models and workflows. Or they can quickly create and deploy new models using popular tools like Python ML, TensorFlow, scikit-learn, and spaCy. Reduce the effort and risk of managing deployments of Fusion in the cloud. Lucidworks has modernized Fusion with a cloud-native microservices architecture orchestrated by Kubernetes. Fusion allows customers to dynamically manage application resources as utilization ebbs and flows, reduce the effort of deploying and upgrading Fusion, and avoid unscheduled downtime and performance degradation. Fusion includes native support for Python machine learning models. Plug your custom ML models into Fusion. -
14
RealSoft ERP
Coral Business Solutions
RealSoft ERP is a fully integrated, cloud-based Enterprise Resource Planning (ERP) software developed by Coral Business Solutions to help companies streamline operations, strengthen financial control, and gain real-time business visibility. Designed for small and mid-sized enterprises, RealSoft ERP is widely used across Dubai, the UAE, and the Middle East. The platform combines Accounting & Finance, VAT-compliant Taxation, Sales & CRM, Procurement, Inventory & Warehouse Management, Manufacturing, Project Management, and Property Management into a single system. Real-time dashboards, automated workflows, and advanced reporting eliminate data silos and improve efficiency and decision-making. RealSoft ERP is purpose-built for Real Estate, Construction, MEP, Manufacturing, Trading & Distribution, Facility Management, and service-based businesses. Available in cloud or on-premise deployment, it delivers scalability, compliance readiness, and measurable ROI. -
15
Nautobot
Network to Code
Nautobot by Network to Code is an open-source platform designed for network automation, providing businesses with a single source of truth for managing network configurations, topologies, and automation workflows. It is built to integrate with existing IT systems and supports multi-cloud, hybrid, and on-premises environments. Nautobot offers a rich set of features including REST APIs, real-time network monitoring, and seamless automation of repetitive tasks, helping organizations manage and scale their network operations efficiently. -
16
Zuplo
Zuplo
We’re reinventing API & MCP management for everybody, from startups to enterprises. Add authentication, analytics, rate-limiting, and developer documentation to your APIs and MCP servers in minutes. Protect your API by adding rate-limiting with Zuplo in minutes, and add over 50 available plugins like authentication to your API with a single click. Zuplo was built on the edge and deployed to +300 data centers in the world, which makes multi-cloud deployments first-class. With Zuplo you can run different workloads in different clouds while enforcing a unified set of security policies. Zuplo is the only API gateway that runs your OpenAPI spec directly. Leverage the OpenAPI ecosystem to build your API, and then deploy it to Zuplo without additional configuration. Zuplo automatically generates beautiful docs for your API. You can customize the docs with markdown and devs can self-serve API Keys directly from your docs. You can also directly generate hosted MCP servers from your OpenAPI.Starting Price: $0 per month -
17
NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.Starting Price: Free
-
18
Distributed AI is a computing paradigm that bypasses the need to move vast amounts of data and provides the ability to analyze data at the source. Distributed AI APIs built by IBM Research is a set of RESTful web services with data and AI algorithms to support AI applications across hybrid cloud, distributed, and edge computing environments. Each Distributed AI API addresses the challenges in enabling AI in distributed and edge environments with APIs. The Distributed AI APIs do not focus on the basic requirements of creating and deploying AI pipelines, for example, model training and model serving. You would use your favorite open-source packages such as TensorFlow or PyTorch. Then, you can containerize your application, including the AI pipeline, and deploy these containers at the distributed locations. In many cases, it’s useful to use a container orchestrator such as Kubernetes or OpenShift operators to automate the deployment process.
-
19
NetBird
NetBird
NetBird is an open-source Zero Trust Networking platform built by engineers for engineers. It radically simplifies deploying secure private networks using the high-performance WireGuard® protocol. Unlike traditional VPNs, NetBird creates decentralized, low-latency, high-throughput private networks with a single management console for identity-based access control. Integrating seamlessly with your IdP for SSO and MFA, it forms direct, encrypted peer-to-peer tunnels between devices, servers, and clouds - no central bottlenecks or single points of failure. Lightweight clients ensure scalability and privacy, with traffic never passing through management services. NetBird supports integrations with CrowdStrike, Intune, SentinelOne, pfSense, and more. Ideal for Zero Trust remote access, multi-cloud connectivity, dynamic posture checks, detailed auditing, and MSP multi-tenant management - all through one intuitive platform.Starting Price: $5/user/month -
20
Alef Edge API Platform abstracts mobile network complexity by eliminating CAPEX investment and enabling enterprises to deploy private mobile networks that future proof for next-generation applications. Private mobile networks, powered by the edge, are essential to digital transformation. With a few simple API calls, enable connectivity and quickly onboard mobile devices and IoT sensors inside the firewall and the enterprise perimeter. Mediate cloud providers at the edge by managing data traffic across multi-cloud providers for control and cost savings. Alef helps organizations efficiently orchestrate their connectivity. Through Kubernetes Controller as a Service (KCaaS), orchestrate business flows at the edge and leverage data from AI/ML/IoT applications through Alef APIs.
-
21
Build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio empowers you to operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. Unite teams, simplify AI lifecycle management and accelerate time to value with an open, flexible multicloud architecture. Automate AI lifecycles with ModelOps pipelines. Speed data science development with AutoAI. Prepare and build models visually and programmatically. Deploy and run models through one-click integration. Promote AI governance with fair, explainable AI. Drive better business outcomes by optimizing decisions. Use open source frameworks like PyTorch, TensorFlow and scikit-learn. Bring together the development tools including popular IDEs, Jupyter notebooks, JupterLab and CLIs — or languages such as Python, R and Scala. IBM Watson Studio helps you build and scale AI with trust and transparency by automating AI lifecycle management.
-
22
Gentoro
Gentoro
Gentoro is a platform built to empower enterprises to adopt agentic automation by bridging AI agents with real-world systems securely and at scale. It uses the Model Context Protocol (MCP) as its foundation, allowing developers to automatically convert OpenAPI specs or backend endpoints into production-ready MCP Tools, without writing custom integration code. Gentoro takes care of runtime concerns like logging, retries, monitoring, and cost optimization, while enforcing secure access, auditability, and governance policies (e.g., OAuth support, policy enforcement) whether deployed in a private cloud or on-premises. It is model- and framework-agnostic, meaning it supports integration with various LLMs and agent architectures. Gentoro helps avoid vendor lock-in and simplifies tool orchestration in enterprise environments by managing tool generation, runtime, security, and maintenance in one stack. -
23
Strata Maverics Platform
Strata
Identity integrations across all your clouds on one powerful platform. Strata’s Maverics Identity Orchestration Platform is the first distributed, multi-cloud identity solution. Maverics is an abstraction layer that integrates heterogeneous identity management systems to make many policies, APIs, and sessions work as one. Enterprise identity management is hard. Making identity work for multi-cloud doesn’t have to be. Enterprises are rapidly moving to distributed architectures. Whether a hybrid of on-premises and cloud, or several clouds, running distributed systems creates identity silos. Applications live on different clouds, like Microsoft Azure, AWS, and Google Cloud, and each cloud comes with its own identity system. Add the challenge of on-premises legacy apps, and you’ve got a distributed identity management problem. Maverics is a new approach to identity management for multi-cloud environments. -
24
Cisco Edge Intelligence
Cisco
Your data should drive your business to new levels. Cisco Edge Intelligence orchestration software simplifies getting your data to the right applications at the right time. Understand and control who has access to your data and where it goes. Get intelligent insights from connected assets to improve the competitiveness of your organization. Experience a network-integrated approach with centralized management across the network, applications, and data. Experience seamless integration with multiple cloud partners. Direct data to local or multi-cloud environments or both. Built on Cisco’s industry-leading multi-layered security. Create, test, and deploy code using popular developer-friendly tools. Automatically ingest data from any edge sensor using built-in industry-standard connectors residing on Cisco Network equipment. -
25
Agent Development Kit (ADK)
Google
The Agent Development Kit (ADK) is a flexible, open-source framework for building and deploying AI agents. It is tightly integrated with Google’s ecosystem, including Gemini models, and supports popular large language models (LLMs). ADK simplifies the development of both simple and complex AI agents, providing a structured environment for building dynamic workflows and multi-agent systems. With built-in tools for orchestration, deployment, and evaluation, ADK helps developers create scalable, modular AI solutions that can be easily deployed on platforms like Vertex AI or Cloud Run.Starting Price: Free -
26
Arrcus Connected Edge
Arrcus
Hyperscale networking software engineered for the distributed 5G wave, from the data center to the core to edge to multi-cloud, delivers massive scale and ultra-fast convergence. Integrated monitoring and analytics engine offers deep network visibility and real-time intelligence along with predictive analytics and actionable insights. Run ACE on your existing infrastructure, deploy from anywhere, and reduce your operating expenses with faster onboarding and higher reliability. Fully compliant with open standards and allows network operators to seamlessly integrate with 3rd-party automation and orchestration tools. ACE platform offers a three-layer stack with a flexible, scalable architecture to interconnect enterprise data centers and service/cloud provider infrastructure. The industry's first internet-scale, independent network operating system. Scale-out route reflector with industry-leading convergence times. Actionable real-time intelligence for your network. -
27
Cloudflare Tunnel
Cloudflare
From the moment an application is deployed, developers and IT spend time locking it down — configuring ACLs, rotating IP addresses, and using clunky solutions like GRE tunnels. There’s a simpler and more secure way to protect your applications and web servers from direct attacks: Cloudflare Tunnel. Ensure your server is safe, no matter where it’s running: public cloud, private cloud, Kubernetes cluster, or even a Mac mini under your TV. Cloudflare Tunnel is tunneling software that lets you quickly secure and encrypt application traffic to any type of infrastructure, so you can hide your web server IP addresses, block direct attacks, and get back to delivering great applications. The Tunnel daemon creates an encrypted tunnel between your origin web server and Cloudflare’s nearest data center, all without opening any public inbound ports. -
28
Cisco ACI
Cisco
Achieve resource elasticity with automation through common policies for data center operations. Extend consistent policy management across multiple on-premises and cloud instances for security, governance, and compliance. Get business continuity, disaster recovery, and highly secure networking with a zero-trust security model. Transform Day 2 operations to a more proactive model and automate troubleshooting, root-cause analysis, and remediation. Optimizes performance, and single-click access facilitates automation and centralized management. Extend on-premises ACI networks into remote locations, bare-metal clouds, and colocation providers without hardware. Cisco's Multi-Site Orchestrator offers provisioning and health monitoring, and manages Cisco ACI networking policies, and more. This solution provides automated network connectivity, consistent policy management, and simplified operations for multicloud environments. -
29
ClusterControl
Severalnines
ClusterControl is a hybrid, multi-cloud database ops orchestration platform for MongoDB, Elasticsearch, Redis, TimescaleDB, SQL Server on Linux, Galera Cluster, PostgreSQL, and MySQL in on-premises, cloud, and hybrid environments. It handles full-lifecycle operations, from deployment to failover, backup and more. With its full suite of databases, ops features and ability to be deployed in any environment, it enables organizations to implement the Sovereign DBaaS concept. ClusterControl is perfect for organizations that need to reliably run large-scale, open-source database operations but don't want to be limited by traditional DBaaS providers in environment choice, open-source license stability, and DB access.Starting Price: €250/node/month -
30
OpenOps
OpenOps
OpenOps is a no-code, open-source cloud automation platform built to simplify FinOps, governance, and remediation across multi-cloud environments. It allows organizations to automate cloud cost management without choosing between rigid off-the-shelf tools or complex custom-built solutions. OpenOps provides pre-packaged, best-practice workflows that can be customized or extended using a no-code builder. Teams can design automations with conditional logic, approvals, scheduling, and thresholds while keeping humans in the loop. The platform integrates deeply with cloud providers, cost visibility tools, DevOps platforms, and communication systems. OpenOps helps organizations avoid vendor lock-in by supporting multi-cloud strategies and existing tooling. Security, transparency, and granular control are central to its design.Starting Price: $2000/month -
31
Qualcomm Cloud AI SDK
Qualcomm
The Qualcomm Cloud AI SDK is a comprehensive software suite designed to optimize trained deep learning models for high-performance inference on Qualcomm Cloud AI 100 accelerators. It supports a wide range of AI frameworks, including TensorFlow, PyTorch, and ONNX, enabling developers to compile, optimize, and execute models efficiently. The SDK provides tools for model onboarding, tuning, and deployment, facilitating end-to-end workflows from model preparation to production deployment. Additionally, it offers resources such as model recipes, tutorials, and code samples to assist developers in accelerating AI development. It ensures seamless integration with existing systems, allowing for scalable and efficient AI inference in cloud environments. By leveraging the Cloud AI SDK, developers can achieve enhanced performance and efficiency in their AI applications. -
32
ThreatMapper
Deepfence
Open source, multi-cloud platform for scanning, mapping, and ranking vulnerabilities in running containers, images, hosts, and repositories. ThreatMapper discovers the threats to your applications in production, across clouds, Kubernetes, serverless, and more. What you cannot see, you cannot secure. ThreatMapper auto-discovers your production infrastructure. It identifies and interrogates cloud instances, Kubernetes nodes, and serverless resources, discovering the applications and containers and mapping their topology in real-time. Use ThreatMapper to discover and visualize the external and internal attack surface for your applications and infrastructure. Exploiting known vulnerabilities in common dependencies is one of the easiest ways for bad actors to gain a foothold within your infrastructure. ThreatMapper scans hosts, containers, and applications for known vulnerable dependencies, taking threat feeds from over 50 different sources. -
33
OpenText Hybrid Cloud Management X
OpenText
OpenText™ Hybrid Cloud Management X (HCMX) delivers total visibility and operational consistency across all your clouds. Now you can optimize cloud spend based on actionable insights, enable easy self-service that includes compliance guardrails, and orchestrate lifecycle management actions. Improve multicloud spend transparency, get smart cost-cutting recommendations, and prevent budget overruns with spend limits, alerts, and accurate allocations. Maintain a strong security and compliance posture—with policies, approval flows, and rules—while enabling flexible self-service provisioning for developers. Easily deploy hybrid cloud across your IT ecosystem—build private clouds, consolidate public cloud access—and gain on-demand agility with lifecycle automation. -
34
GPUonCLOUD
GPUonCLOUD
Traditionally, deep learning, 3D modeling, simulations, distributed analytics, and molecular modeling take days or weeks time. However, with GPUonCLOUD’s dedicated GPU servers, it's a matter of hours. You may want to opt for pre-configured systems or pre-built instances with GPUs featuring deep learning frameworks like TensorFlow, PyTorch, MXNet, TensorRT, libraries e.g. real-time computer vision library OpenCV, thereby accelerating your AI/ML model-building experience. Among the wide variety of GPUs available to us, some of the GPU servers are best fit for graphics workstations and multi-player accelerated gaming. Instant jumpstart frameworks increase the speed and agility of the AI/ML environment with effective and efficient environment lifecycle management.Starting Price: $1 per hour -
35
DxOdyssey
DH2i
DxOdyssey is lightweight software built on patented technology that enables you to create highly available application-level micro-tunnels across any mix of locations and platforms. And it does so more easily, more securely, and more discreetly than any other solution on the market. Using DxOdyssey puts you on a path to zero trust security and helps networking and security admins secure multi-site & multi-cloud operations. The network perimeter has evolved. And DxOdyssey’s unVPN technology is designed with this in mind. Old VPN and direct link approaches are cumbersome to maintain and open up the entire network to lateral movement. DxOdyssey takes a more secure approach, giving users app-level access rather than network-level access, reducing attack surface. And it does all of this with the most secure and performant approach to create a Software Defined Perimeter (SDP) to grant connectivity to distributed apps and clients running across multiple sites, clouds, and domains. -
36
Jamcracker Cloud Management Platform
Jamcracker
Jamcraker is a comprehensive cloud management platform that enables enterprises to develop, deliver, and manage multi-cloud services. It’s an end-to-end software that fuses cloud management and cloud governance to streamline the operations for MSPs, telecom service providers, distributors, system integrators, and value-added resellers. The solution makes it easy for users to unify, distribute, and monitor PaaS, SaaS and private or public cloud services for end-users including SMB, Enterprises, midmarket, and government organizations. Service features Self Service Portal with Centralize & Department wise Catalog Public & Private Cloud Lifecycle Management Cloud Cost Management Devops Framework to Support Single & Hybrid Orchestration Operations Management Orchestration and Delivery Billing, Budgeting and Spend Management Cloud Analytics, Recommendations & Reporting Policy Management Configurable Workflow with Rolebased Access Control -
37
BloxOne DDI
Infoblox
BloxOne DDI is the industry’s first cloud-managed solution that enables you to centrally control and automate DNS, DHCP and IP address management (DDI) for hybrid and multi-cloud networks. Built on the cloud-native BloxOne® Platform and available as a SaaS service, BloxOne DDI eliminates the complexity, bottlenecks and scalability limitations of traditional DDI implementations. Move core network services from the data center to the cloud. Gain multi-cloud visibility and unified management. Streamline network service provisioning across all locations. Orchestrate and automate DNS, DHCP and IP address provisioning across distributed locations from the cloud. Provide direct connectivity to the Internet and cloud-based apps to all users with local DNS resolution. Eliminate manual intervention and automate the provisioning of network services that DevOps services need to move at cloud speed. -
38
The Network Convergence System (NCS) 6000 helps enable superior network agility, packet optical convergence, and petabits-per-second system scale. It facilitates the Cisco Evolved Programmable Network to support virtualization and programmability at low total cost of ownership and delivers high-bandwidth mobile, video, and cloud services to end users. Innovations include Cisco nPower X1 NPUs, hardware-enabled true zero-packet, zero-topology loss ISSU, capability to scale beyond 1 petabit in a multi-chassis configuration, enhanced operations support, and packet-optical integration. Use an adaptable power consumption model for both the ASIC and CMOS photonics technology for the lowest carbon footprint in service provider routing today. Easily adapt each line card's power consumption to the number of ports used.
-
39
Agent Squad
Amazon
Agent Squad is a flexible and powerful open source framework developed by AWS for managing multiple AI agents and handling complex conversations. It enables multi-agent orchestration, allowing seamless coordination and leveraging of multiple AI agents within a single system. It offers dual language support, being fully implemented in both Python and TypeScript. Intelligent intent classification dynamically routes queries to the most suitable agent based on context and content. Agent Squad supports both streaming and non-streaming responses from different agents, ensuring flexible agent responses. It maintains and utilizes conversation context across multiple agents for coherent interactions. The architecture is extensible, allowing easy integration of new agents or customization of existing ones to fit specific needs. Agent Squad can be deployed universally, running anywhere from AWS Lambda to local environments or any cloud platform.Starting Price: Free -
40
Red Hat Integration
Red Hat
Red Hat® Integration is a comprehensive set of integration and messaging technologies to connect applications and data across hybrid infrastructures. It is an agile, distributed, containerized, and API-centric solution. It provides service composition and orchestration, application connectivity and data transformation, real-time message streaming, change data capture, and API management, all combined with a cloud-native platform and toolchain to support the full spectrum of modern application development. Deploy enterprise integration patterns (EIPs) based integrations using 200+ pluggable connectors to connect new and existing data across the hybrid cloud. Create, deploy, monitor, and control APIs throughout their entire lifecycle. With an API-first approach, extend your integrations across hybrid and multi-cloud environments. Develop and manage services in popular container standards, as well as package and deploy lightweight containers in distributed environments. -
41
Actifio
Google
Automate self-service provisioning and refresh of enterprise workloads, integrate with existing toolchain. High-performance data delivery and re-use for data scientists through a rich set of APIs and automation. Recover any data across any cloud from any point in time – at the same time – at scale, beyond legacy solutions. Minimize the business impact of ransomware / cyber attacks by recovering quickly with immutable backups. Unified platform to better protect, secure, retain, govern, or recover your data on-premises or in the cloud. Actifio’s patented software platform turns data silos into data pipelines. Virtual Data Pipeline (VDP) delivers full-stack data management — on-premises, hybrid or multi-cloud – from rich application integration, SLA-based orchestration, flexible data movement, and data immutability and security. -
42
ZEOS
Vizru
Vizru ZEOS. Build and deploy full-stack, AI applications at scale, with Zero lines of code. Scale your AI applications using Vizru ZEOS Industry's first operating system to manage stability, performance and deployment of applications across multi-cloud environment. Compliant Let ZEOS Manage Everything. Deploy and forget as the ZEOS layer completely manages governance and security. Capitalize on a responsive OS that continuously monitors anomalies, performance, and risk vectors across all applications. Achieve regulatory compliance rapidly with inbuilt feedback and self-learning OS. Hyper-scalable. Grow infinitely Deploy big data applications with Elastic NO-SQL database. Execute high-frequency cross-app processes with distributed workflow orchestration. Assure real-time response with in-memory data management. Containerized. Go Super Portable. Port and scale dynamically with Docker + Kubernetes support out-of-the-box. Move apps between clouds effortlessly -
43
Bijira
WSO2
WSO2 Bijira is an AI-native, cloud-native SaaS API management platform built to manage the full lifecycle of APIs, including design, security, governance, deployment, and monitoring, across internal, external, egress, and AI-driven APIs in hybrid and multi-cloud environments. It provides a unified control plane for consistent API policy, security, and analytics while supporting visual API proxy mapping, drag-and-drop policy management, and a customizable developer portal to accelerate API adoption and reuse. Bijira leverages AI tools to help generate OpenAPI specs, test APIs using natural language prompts, validate compliance with governance rules, and feed insights back into the API development process. It integrates robust security mechanisms, including OAuth2, OIDC, fine-grained access control, and firewall protections, and enforces governance-as-code with AI-assisted policy validation. -
44
Anthos
Google
Anthos lets you build, deploy, and manage applications anywhere in a secure, consistent manner. You can modernize existing applications running on virtual machines while deploying cloud-native apps on containers in an increasingly hybrid and multi-cloud world. Our application platform provides a consistent development and operations experience across all your deployments while reducing operational overhead and improving developer productivity. Anthos GKE: Enterprise-grade container orchestration and management service for running Kubernetes clusters anywhere, in both cloud and on-premises environments. Anthos Config Management: Define, automate, and enforce policies across environments in order to meet your organization’s unique security and compliance requirements. Anthos Service Mesh: Anthos unburdens operations and development teams by empowering them to manage and secure traffic between services while monitoring, troubleshooting, and improving application performance. -
45
MosaicML
MosaicML
Train and serve large AI models at scale with a single command. Point to your S3 bucket and go. We handle the rest, orchestration, efficiency, node failures, and infrastructure. Simple and scalable. MosaicML enables you to easily train and deploy large AI models on your data, in your secure environment. Stay on the cutting edge with our latest recipes, techniques, and foundation models. Developed and rigorously tested by our research team. With a few simple steps, deploy inside your private cloud. Your data and models never leave your firewalls. Start in one cloud, and continue on another, without skipping a beat. Own the model that's trained on your own data. Introspect and better explain the model decisions. Filter the content and data based on your business needs. Seamlessly integrate with your existing data pipelines, experiment trackers, and other tools. We are fully interoperable, cloud-agnostic, and enterprise proved. -
46
Informatica Cloud Application Integration
Informatica
Reimagine your API, process, and application integration in a multi-cloud world. Accelerate your business, drive innovation, and create efficiencies by intelligently connecting any app, any data, anywhere, at any speed. Enhance agility by publishing events across applications in real-time using APIs. Automate user processes and business functions across your application landscape. Deliver data, process, and event services as APIs to be consumed by applications and partners. Informatica’s event-driven and service-oriented application integration capabilities encompass event processing, service orchestration, and process management. These are built on Informatica’s business process management technology. Its use within Integration Cloud, embedded within the Cloud Secure Agent, makes it possible to create and consume APIs, orchestrate data services and business services, integrate processes, and offer data and applications services inside and outside an organization. -
47
EdgeVerve AI Next
EdgeVerve
EdgeVerve AI Next is a unified, scalable platform designed to drive business transformations through powerful agentic AI, generative AI, responsible AI, and multi-cloud capabilities. Built from the ground up to leverage the power of generative AI, the AI Next platform bridges silos in people, processes, data, and technology to drive transformation in business operations. It features robust agent lifecycle management, accelerated agent development with intuitive no-code/low-code interfaces, flexible orchestration frameworks, and an extensive tool library. EdgeVerve AI Next's adaptable AI architecture supports multiple AI models and frameworks within a secure enterprise environment. With a unified enterprise control tower, organizations can monitor, manage, and govern operations with real-time analytics. -
48
Exostellar
Exostellar
Exostellar is a self-managed AI infrastructure orchestration platform built to simplify how enterprises run heterogeneous CPU and GPU environments. It intelligently handles scaling, scheduling, and optimization so AI developers and IT teams don’t have to manage infrastructure complexity manually. Exostellar unifies orchestration, optimization, and scalability into a single adaptive layer designed for hybrid and multi-cloud environments. The platform supports advanced CPU and GPU resource management, including just-in-time provisioning and AI-assisted scheduling. With autonomous right-sizing and smart workload tuning, Exostellar helps organizations maximize infrastructure utilization. It is vendor-agnostic and avoids lock-in, giving teams full control across clusters and clouds. By boosting efficiency and reducing costs, Exostellar significantly improves ROI for enterprise AI infrastructure. -
49
Keepsake
Replicate
Keepsake is an open-source Python library designed to provide version control for machine learning experiments and models. It enables users to automatically track code, hyperparameters, training data, model weights, metrics, and Python dependencies, ensuring that all aspects of the machine learning workflow are recorded and reproducible. Keepsake integrates seamlessly with existing workflows by requiring minimal code additions, allowing users to continue training as usual while Keepsake saves code and weights to Amazon S3 or Google Cloud Storage. This facilitates the retrieval of code and weights from any checkpoint, aiding in re-training or model deployment. Keepsake supports various machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, by saving files and dictionaries in a straightforward manner. It also offers features such as experiment comparison, enabling users to analyze differences in parameters, metrics, and dependencies across experiments.Starting Price: Free -
50
kagent
kagent
kagent is an open source, cloud-native AI agent framework designed to let teams build, deploy, and run autonomous AI agents directly inside Kubernetes clusters to automate complex operational tasks, troubleshoot cloud-native systems, and manage workloads without constant human intervention. It enables DevOps and platform engineers to create intelligent agents that understand natural language, plan, reason, and execute multi-step actions across Kubernetes environments using built-in tools and Model Context Protocol (MCP)-compatible tool integrations for functions like querying metrics, displaying pod logs, managing resources, and interacting with service meshes. It supports multiple model providers (such as OpenAI, Anthropic, and others), agent-to-agent communication for orchestrating sophisticated workflows, and observability features that help teams monitor agent behavior and performance.Starting Price: Free
