Top Skyfire Alternatives

Gemini platform is an enterprise artificial intelligence development and machine learning platform from Google Cloud that provides the tools and infrastructure required to build, customize, deploy, and govern AI models and autonomous agents. The platform represents the evolution of Vertex AI and combines generative AI development, predictive machine learning, agent orchestration, model training, and enterprise governance within a unified environment. Its Model Garden provides access to more than 200 foundation models, including Google's Gemini family, third-party language models, and open-source alternatives that can be evaluated, customized, and deployed for different applications. Agent Studio provides a low-code workspace for designing AI agents, experimenting with prompts, testing model behavior, and prototyping intelligent applications through visual development tools. The Agent Development Kit offers a model-agnostic framework for building sophisticated agents capable of reasoning, using external tools, coordinating specialized subagents, and executing multistep workflows. Google Antigravity extends the platform's agentic capabilities with a development environment for managing AI coding agents, generating application code, and coordinating automated software engineering tasks. Gemini platform also provides custom machine learning training with support for different frameworks, configurable training jobs, hyperparameter optimization, and deployment of trained models for online or batch predictions. Its MLOps capabilities include automated pipelines, model evaluation, Model Registry, Feature Store, and monitoring tools that help engineering teams manage the machine learning lifecycle and identify performance degradation.

Auth0 adopts a contemporary method for managing identity, allowing organizations to ensure secure access to applications for all users. It offers a high degree of customization while remaining both straightforward and adaptable. Handling billions of login transactions every month, Auth0 prioritizes convenience, privacy, and security, enabling customers to concentrate on their innovative efforts. Furthermore, Auth0 facilitates quick integration of authentication and authorization processes across web, mobile, and legacy applications, featuring advanced Fine Grained Authorization (FGA) that expands the capabilities of traditional role-based access control, thereby enhancing security measures overall.

Identity is now the fastest-growing attack surface in the enterprise, and the hardest one to govern. Josys is the AI-native platform that closes that gap: it discovers, governs, and secures every identity, human, machine, and AI agent, across every application you run. Policy-led governance is at the core: define access policies once, and Josys enforces them autonomously, surfacing risk, controlling access, and remediating identity threats in real time without manual intervention. More than 1,000 organizations and MSPs rely on Josys to turn identity risk into an autonomously governed advantage. Visit josys.com to learn more.

Frontegg is a comprehensive Customer Identity and Access Management (CIAM) platform built for the unique needs of SaaS companies. It eliminates the complexity of authentication, authorization, and user access by giving engineering teams a fast and reliable way to deploy advanced identity features, while also enabling non-technical teams to manage identity without constant developer involvement. For developers, Frontegg provides a low-code integration experience that gets identity up and running in days rather than months. Its SDKs and APIs support popular frameworks and languages, including React, Node.js, and Python, making it easy to embed features like single sign-on (SSO), multi-factor authentication (MFA), passwordless login, and role-based access control (RBAC). Developers can also handle complex SaaS requirements such as multi-tenancy, hierarchical user structures, entitlements, and subscription management with ready-to-use capabilities, avoiding the need to build these features from scratch. Once integrated, Frontegg gives non-technical stakeholders control through a secure, intuitive admin portal. Product teams can manage feature entitlements and experiment with configurations. Infosec teams can enforce compliance policies, manage MFA requirements, and monitor security dashboards. Customer Success can fulfill requests like adding users or connecting an SSO provider instantly, without waiting on engineering. This distribution of ownership reduces bottlenecks and accelerates how fast companies can respond to their customers. Security is at the core of Frontegg. The platform stays aligned with the latest identity standards such as OAuth2, SAML, and OpenID Connect. It provides built-in audit logs, real-time monitoring, and policy enforcement to help organizations meet compliance requirements. By removing the burden of ongoing identity maintenance from developers, Frontegg ensures applications remain secure without slowing down innovation.

AgentShield is a cutting-edge identity platform that is crafted to authenticate both human users and the AI agents that represent them. It empowers organizations to validate the identity of an agent, ensure that the individual behind the agent has granted authorization, and evaluate the reliability of the agent, all via intuitive APIs and JavaScript integrations. The platform is equipped with features that enable the identification of agent interactions on websites, as well as the implementation of identity and permission validations for communications between agents and services, in accordance with the open Model Context Protocol Identity (MCP-I) standards. Furthermore, with the KYA functionality, businesses can efficiently manage agent identities and their permissions, create comprehensive audit trails, automate workflows, and enforce strict access controls for autonomous systems. This holistic strategy not only protects against potential exploitation of digital identities but also fosters transparency in the operations of AI systems on behalf of users. As the landscape of technology continues to advance, the importance of such stringent security protocols grows, presenting organizations with the challenge of effectively navigating the intricacies of digital identity management while ensuring user confidence. In this evolving environment, the role of platforms like AgentShield becomes indispensable for maintaining the integrity and trustworthiness of digital interactions.

AgentWorks serves as a comprehensive platform that enables the smooth operation of autonomous AI agents across multiple enterprise environments, ensuring secure interactions and independent transaction capabilities. It incorporates vital features such as Agent ID for identity verification, authentication, and authorization of AI agents; AgentRegistry, which supports the registration, discovery, and Know-Your-Agent (KYA) verification processes; and AgentTalk, a patented protocol that guarantees secure communication and transactions between agents. Additionally, AgentConnect facilitates the integration of agents with websites, metaverses, and digital ecosystems, while AgentWallet provides a wallet infrastructure for storing Agent IDs, digital assets, and currencies in both a mobile format for human users and an embedded version managed autonomously by the agents. Furthermore, AgentWizard is a tool designed to create unique Agent IDs, register agents, and provision wallets. This innovative suite equips agents to perform transactions independently in practical, real-world settings, significantly boosting operational efficiency and security across diverse sectors. In essence, AgentWorks marks a significant leap forward in enhancing the capabilities and interactivity of AI agents. Its extensive features not only streamline processes but also pave the way for future advancements in AI technology.

PayOS represents an advanced payment infrastructure designed specifically for the agentic economy, where artificial intelligence agents and automated processes manage a variety of commerce functions. Functioning primarily as a card-first solution, this platform enables developers and businesses to effortlessly integrate features like checkout, billing, and financial transactions into agentic workflows, while supporting all major card networks and offering adaptability with various processors. Users gain the advantage of easily linking a card for use in multiple agent-driven scenarios, all while ensuring necessary human oversight, strong security measures in line with PCI standards, and extensive access to a worldwide network. The platform accommodates both push and pull payment options, recurring billing, and independent monetary flows, thereby removing the need for merchants to undertake re-integration procedures. Furthermore, PayOS bolsters its capabilities through tokenization and strategic alliances with networks such as Mastercard and Visa Intelligent Commerce, which aids in the widespread expansion of agentic payment applications. With a steadfast dedication to innovation and user-centric features, PayOS is poised to transform the payment solutions landscape in the rapidly changing economic environment, creating new opportunities for businesses and consumers alike. Ultimately, its versatile approach ensures that it can adapt to the future demands of commerce and technology.

Shufti is the Glocal Trust OS for identity verification, AML compliance and fraud prevention. It connects KYC, KYB, AML screening, transaction monitoring and fraud detection to help businesses manage customer risk throughout the lifecycle. Onboard: Verify individuals and businesses through document verification, facial biometrics, liveness detection, KYB and AML screening. Monitor: Identify changing risks using ongoing AML screening, transaction monitoring, device intelligence and multi-layer fraud detection. Assure: Protect sensitive actions with biometric authentication, Bank Account Verification, multi-factor authentication and Qualified Electronic Signatures. Shufti supports 240+ countries and territories, 10,000+ document types and 150+ languages. Built for regulated businesses, it offers configurable workflows, flexible integrations and cloud, on-premises or hybrid deployment.

Microblink is a pioneering AI-powered identity verification and fraud prevention platform redefining how businesses establish trust in the digital era. Its Adaptive Identity Platform unites ID verification, biometrics, AML compliance, liveness and deepfake detection, and payment card capture into a cohesive ecosystem that evolves with every interaction. Built on proprietary AI infrastructure, not third-party models, Microblink continuously learns from over 65 million monthly verifications across 160+ countries, ensuring exceptional precision and adaptability. The platform’s dynamic machine learning engine anticipates and mitigates emerging fraud patterns, maintaining resilience against synthetic and deepfake-based identity attacks. Its ultra-fast verification process (<3 seconds) and 40% higher capture success rates enable smooth onboarding and secure authentication across industries. Microblink’s flexible integration architecture supports APIs, SDKs, and hosted UIs, providing scalability for financial services, telecom, healthcare, and digital marketplaces. Customers can deploy on-device for maximum privacy or leverage cloud endpoints for global coverage. The platform’s adaptive UX ensures accessibility and minimal friction, boosting conversion rates and user satisfaction. Recognized for innovation and data ethics, Microblink empowers enterprises to meet the dual demands of AI agility and regulatory compliance.

Rapidly verify and onboard new clients, patients, collaborators, and gig workers in just seconds. Vouched's ID verification system boosts your outreach capabilities while effectively deterring malicious individuals. Our AI-driven verification technique detects fraud in real-time, providing a smooth customer experience. Instead of depending on outdated, knowledge-based ID checks, Vouched APIs help you meet compliance requirements while building trust among your esteemed users. Vouched seamlessly integrates with any platform, programming language, or application, and operates across all devices. Customize our APIs and SDKs to fit perfectly with your product, maximizing the effectiveness of your current technology. You will be charged only for what you use, and no matter how your business expands, you’ll enjoy the most competitive pricing in the industry. Vouched not only identifies and authenticates users but also evaluates facial features, offering essential security to reveal fraud by examining identity documents, different angles of a user’s face, and verifying liveness. By utilizing Vouched, you can simultaneously improve customer trust and enhance operational efficiency, leading to a more reliable and productive business environment. The integration of such advanced technology provides a significant advantage in today’s fast-paced digital landscape.

Safeguard your customers and your organization against all forms of identity-related threats. As technology evolves, regulations shift, and customer demands for enhanced service grow, it is crucial to have an identity verification partner that can adjust to your requirements seamlessly. GlobalGateway simplifies the process of accessing the most suitable services for your business, both currently and as it develops. Our knowledge and experience are invaluable in aiding your compliance with international standards for Anti-Money Laundering and Counter-Terrorism Financing. With our support, you can confidently navigate the complexities of identity verification in a changing landscape.

Nametag provides a fast, secure, and widely recognized identification solution. Our mission is to promote authenticity in the digital sphere, enabling people to build genuine connections. By emphasizing privacy, Nametag gives you control over how your personal information is shared, allowing you to choose the specifics of when, where, and for how long it is disclosed. We equip users with the capability to present verified details about their identities to others, including businesses, which enables companies to identify their customers swiftly and obtain crucial information for faster and more reliable transactions. You will never face access issues; regardless of whether you’ve lost your phone, can’t access your email, or have received a new driver’s license, Nametag guarantees easy login. Moreover, with the Nametag Privacy Mask feature, you can choose to share only the essential information while keeping the rest confidential. Organizations also benefit from this system by reducing the retention of unnecessary personal information (PII), improving both security and operational efficiency. This forward-thinking approach not only safeguards individuals but also enhances business processes, fostering a safer digital landscape for all participants involved. As we continue to innovate, Nametag remains committed to ensuring that both individuals and organizations can thrive in a trustworthy online ecosystem.

Amazon Bedrock AgentCore Identity is a cloud service tailored for managing identities and credentials specifically for AI agents and automated processes. This innovative service empowers developers to create workload identities, configure OAuth 2.0 credential providers, and manage secure tokens that facilitate both user-delegated and machine-to-machine interactions with AWS resources and external services. By effectively managing credentials such as OAuth tokens, it incorporates robust authorization mechanisms to ensure that agents can access necessary resources, either on behalf of users or through their own assigned permissions. The service includes functionalities like inbound authentication methods, secure credential storage, workload identity controls, and smooth integration with both Amazon Bedrock AgentCore Runtime and Gateway. It is primarily aimed at developers and security teams dedicated to building agents that necessitate secure access to a variety of tools, APIs, and data requiring user authorization. Furthermore, AgentCore Identity is compatible with OAuth providers, making it suitable for agent applications operating both within the AgentCore ecosystem and in external environments. This adaptability not only enhances the security of identity management but also fosters modern development practices, ensuring that developers can efficiently navigate the complexities of credential management. As a result, it proves to be an indispensable resource for those working in the field of AI and automation.

NewCore is an innovative identity provider that caters to both individuals and AI agents through a centralized identity core, which guarantees that every identity remains visible, secure, and continuously monitored from access initiation to auditing completion. It identifies a variety of primary identities, including employees, contractors, partners, machines, delegated agents, and autonomous workloads, all within a cohesive framework. The Identity Security feature reinforces trust in access management with capabilities like single sign-on, passkeys, phishing-resistant multi-factor authentication, secure token signing, strength assessments for authenticators, and security-aware policies. By implementing a Secure Split Key mechanism, it separates signing authority between NewCore’s cloud services and the client's environment, ensuring that neither party can independently validate a token. Additionally, the Identity Discovery feature generates a detailed real-time graph that includes humans, agents, accounts, applications, authenticators, sessions, and access routes, effectively highlighting shadow accounts, orphaned credentials, and unmanaged agents that may introduce security vulnerabilities. This comprehensive approach not only boosts security measures but also simplifies the tracking and management of a wide array of identities within an organization, ultimately fostering a safer digital environment. By integrating advanced technology with robust security protocols, NewCore positions itself as a leader in identity management solutions.

MudraID is a cloud-centric solution crafted for managing identity and trust, specifically aimed at groups involved in the creation of AI agents, APIs, and services that utilize agent functionalities. The platform endows agents with distinct cryptographic identities, supports scoped and temporary delegation, and evaluates requests in real-time based on established policy, trust, and revocation status. Teams possess the capability to issue, rotate, suspend, and cancel agents' credentials, enforce permissions for each action, and efficiently monitor delegation paths. It aligns with protocols such as OAuth 2.0, OIDC, JWT/JWKS, MCP authorization, and signed A2A Agent Cards, ensuring a strong framework for secure communications. Developers benefit from a Python agent SDK and middleware options designed for FastAPI/Starlette, while an intricately hash-chained audit trail thoroughly documents decisions and related events. MudraID proves to be an indispensable resource for teams in product, platform, security, and IAM domains that need to effectively manage how agents interact with services, thus bolstering overall operational integrity and security. This all-encompassing strategy guarantees that each interaction is not only traceable but also adheres to predefined policies, contributing to a well-governed ecosystem. Moreover, the platform's versatility allows organizations to customize their identity management processes according to their specific operational needs.

Google Cloud Agent Identity assigns each AI agent a distinct identity that is cryptographically validated, paired with managed X.509 credentials that empower the agent to authenticate itself with various Google Cloud resources. The identity and credential management APIs aid in agent authentication, permit access to an array of tools and services, and enable the management of credentials for user-delegated OAuth flows. Administrators can enforce IAM controls, including principal access boundaries and service perimeters, and they can also examine audit logs that distinctly separate actions performed by agents from those executed on behalf of users. This service is designed to work seamlessly with agent workloads on platforms such as the Gemini Enterprise Agent Platform Runtime (Agent Runtime), Gemini Enterprise, Cloud Run, and Google Kubernetes Engine. With their credentials, agents can connect to cloud resources, external APIs, and servers compliant with the Model Context Protocol. Nevertheless, the availability and specific authentication flows supported may differ depending on the hosting service. This adaptability empowers organizations to customize their security measures and access protocols, ensuring they meet their specific operational needs while maintaining a robust security posture. Furthermore, as organizations leverage these capabilities, they can enhance their overall efficiency and streamline their operational processes.

Keycard serves as a sophisticated identity and access management solution designed for the age of agent-driven technologies, ensuring secure interactions between AI agents, users, services, and APIs through real-time identity controls based on established policies. Rather than depending on fixed secrets, the platform produces dynamic access tokens that are short-lived, while also supporting federated identity systems to merge users, agents, and workloads within a decentralized authorization framework. Developers can utilize user-friendly SDKs compatible with major frameworks, allowing them to build applications that recognize agents without requiring deep expertise in identity and access management. The data architecture of the platform includes identity-validated agents, tasks, tools, and resources, which enable the creation of logical zones with context-aware permissions that can be audited. Moreover, security teams have the ability to design deterministic, task-specific policies that define who—whether user or agent—has the authority to execute particular tasks on certain resources under specific conditions, promoting full transparency in access management. This all-encompassing strategy not only bolsters security measures but also streamlines operational processes across diverse systems, ultimately fostering a more integrated technological environment. Through its innovative approach, Keycard paves the way for a future where secure access is paramount for both human and AI interactions.

The Microsoft Entra Agent ID is designed to streamline identity management and access control for AI agents within a company. IT and identity management teams can create detailed blueprints for agent identities, assign unique identities to individual agents, determine ownership and sponsorship, and manage the lifecycle and permissions of these agents. This platform is available to Microsoft Entra customers and supports OAuth 2.0, enabling communication between agents while also integrating with Microsoft Graph APIs for efficient programmatic management and provisioning. Organizations can connect agents created on various platforms, including Microsoft and external services such as AWS Bedrock and n8n. To leverage enhanced security features like Conditional Access, governance, and risk management for these agents, companies must acquire a Microsoft Agent 365 license, which comes included with the Microsoft 365 E7 package. This functionality is especially advantageous for organizations developing or implementing AI agents that necessitate strong identity, access, and governance systems. By utilizing Microsoft Entra Agent ID, organizations can significantly boost their security measures while adeptly managing their AI agent ecosystems. Moreover, this capability not only simplifies administration but also ensures compliance with evolving security standards.

The NVIDIA Open Agent Safety Platform is an open reference framework dedicated to the continuous monitoring and management of AI agents' behavior, allowing organizations to maintain agents that are isolated, observable, auditable, and operate within established parameters. This platform combines real-time governance with ongoing threat detection and policy enforcement through hardware isolation, ensuring that enterprise AI agents are protected throughout their lifecycle, from initial testing to deployment. Complementing this, the NVIDIA OpenShell provides an open-source runtime that separates the execution of agents from their access to data, tools, and external systems, employing sandboxed environments and a zero-trust policy to tightly control agents' visibility and interactions. Policies are applied externally to the agent processes, thereby reducing the risks linked to unexpected behaviors. Additionally, NVIDIA Sentry bolsters security by implementing a thorough monitoring system for agent requests and responses, validating agent identities, and managing access to data, tools, APIs, and services, with the ability to isolate agents when required. This multifaceted strategy not only protects AI agents but also fosters a secure and regulated operational environment for organizations, ultimately enhancing their confidence in AI deployment. With such safeguards in place, companies can innovate with AI while minimizing potential risks.

Rantir serves as a versatile logic builder equipped with a no-code AI Agent, boasting an array of features such as a headless CMS, AI agent workflows, and marketing tools. Designed to empower agencies, it offers a tailored customer service platform that seamlessly incorporates AI data discovery within their dashboards. With more than 1,000 teams leveraging Rantir Cloud to manage millions of workflows, it plays a crucial role as the connective tissue in various product stacks. Users can effortlessly link their websites with any product and develop AI Agents through our integrator, which is also friendly for white-label applications. Its comprehensive capabilities make it an indispensable tool for modern businesses aiming to enhance their operational efficiency and customer engagement.

Totem is a cloud-centric framework tailored for AI agents that enables organizations to recognize, connect, and manage agents across different boundaries. Each agent possesses a verified identity, which allows for controlled access to organizational communications, facilitates direct messaging among agents, supports collaborative task management, and streamlines various workflows. Teams are empowered to register agents, manage their credentials and permissions, and can opt for either a web dashboard or a command-line interface for their connection settings. Developers can also take advantage of an HTTPS API to effortlessly integrate Totem into their existing applications and automation workflows. The platform accommodates a wide range of applications, such as procurement, data access governance, customer support transitions, vendor management, and compliance interactions. Furthermore, Totem guarantees the validation of an agent’s identity, their interconnections, and the permissions related to their actions, ensuring that it does not engage in making business decisions for users. This clear delineation of roles not only boosts operational efficiency but also fortifies the security of organizational processes involving AI agents, ultimately leading to a more streamlined approach to managing complex interactions.

B.AI is an essential economic framework for AI agents that seamlessly combines multi-model intelligence, developer APIs, identity management, payment systems, digital wallets, and blockchain technologies into a cohesive ecosystem. Through its LLM Service, it provides users and applications with access to a range of top-tier models via a conversational interface and a unified API, allowing teams to easily select the most appropriate model for their specific tasks without needing to alter their existing setups. In addition, BAIclaw features a user-friendly personal-agent workspace built on the foundations of OpenClaw and ClawX, offering specialized agents, customizable prompts, memory features, channel-specific communication, modular skills, document handling, search capabilities, and scheduled workflows. These agents are designed to integrate with popular platforms such as Telegram, Discord, and WhatsApp, and their versatile skills allow them to conduct research, perform market analysis, manage payment processes, engage in trading, and investigate on-chain data. Moreover, the locally secured Agent Wallet empowers authorized agents to carry out various blockchain activities, such as token transfers, swaps, liquidity management, and self-funding operations, thereby enhancing their overall functionality within the ecosystem. Ultimately, B.AI establishes itself as a comprehensive solution that simplifies the integration and operation of AI agents, catering to diverse industries and use cases. By providing tools that enhance productivity and streamline workflows, B.AI truly revolutionizes the way AI agents operate in today's digital landscape.

Defakto Security presents a powerful platform that authenticates all automated interactions by issuing temporary, verifiable identities to non-human entities such as services, pipelines, AI agents, and machines, effectively eliminating the reliance on static credentials, API keys, and persistent privileges. Their extensive non-human identity and access management solution supports the detection of unmanaged identities across various environments, including cloud, on-premises, and hybrid configurations, allowing for the real-time issuance of dynamic identities in accordance with policy requirements, the enforcement of least-privilege access principles, and the creation of comprehensive audit-ready logs. The solution consists of multiple modules: Ledger, which guarantees continuous discovery and governance of non-human identities; Mint, which streamlines the generation of targeted, temporary identities; Ship, which supports secretless CI/CD workflows by removing hard-coded credentials; Trim, which refines access rights and removes excessive privileges for service accounts; and Mind, which protects AI agents and large language models using the same identity framework utilized for workloads. Each module is essential in bolstering security and optimizing identity management across a variety of operational landscapes. Together, these components not only enhance security but also promote efficiency in managing identities for non-human entities.

Microsoft Agent 365 provides a comprehensive management layer for organizations adopting AI agents, giving IT teams the ability to oversee and secure agents with the same tools used for traditional user management. Acting as a centralized registry, it identifies every agent—whether authenticated with Entra agent ID, manually registered, or detected as a shadow agent operating within the system. By leveraging Microsoft Defender, the platform brings enterprise-grade threat protection and security posture management to agentic workflows. Identity access for agents is governed through Microsoft Entra, ensuring every automated system interacts with corporate resources securely and responsibly. Purview adds another layer of governance, enabling teams to track, classify, protect, and audit the data that agents access or generate. Through integrations with Microsoft 365 and Power Platform, agents gain the ability to work inside Word, Excel, Power Apps, Power BI, and automated workflows. Work IQ connects agents to each organization’s unique knowledge graph, unlocking rich contextual reasoning for better task execution. IT administrators can join Microsoft’s Frontier early access program to try Agent 365 and enable it for selected users or the entire tenant. Microsoft’s broader ecosystem also supports deploying agents through Copilot, building them in Copilot Studio, and designing advanced systems in Foundry. Agent 365 is designed to help enterprises scale agent adoption confidently, securely, and efficiently as AI becomes a core part of daily operations.

Tragentics functions as a comprehensive security framework for AI agents, ensuring that each agent undergoes authentication and retrieves keys securely from an encrypted Credential Vault, thereby removing the necessity for agents to hold them directly. It channels all communications through a content-blind relay and preserves a metadata-only audit trail that encompasses various platforms and protocols. Importantly, this platform does not engage in any inference or execute the logic of agents, nor does it access or retain the content of agent communications. Every agent is assigned a distinct permanent ID and an Ed25519 identity, with their keys protected at rest utilizing AES-256-GCM encryption. Additionally, each interaction is authenticated, subjected to rate limiting, and recorded strictly as metadata, which prevents the capture of any payload data. Tragentics is also protocol-agnostic, efficiently handling traffic for a range of existing agents such as MCP, A2A, ACP, OpenAI, ANP, and DID, thereby offering a well-rounded solution for AI agent security. This innovative approach allows organizations to bolster their security protocols without jeopardizing the operational efficiency or privacy of their systems, ultimately fostering a safer environment for AI integration.

Eyrane represents a cutting-edge AI security platform currently under development, tailored for teams engaged in security and engineering, particularly those overseeing agents and automated processes. Its core purpose is to aid organizations in pinpointing an array of elements such as agents, models, tools, MCP servers, identities, credentials, permissions, and interconnected systems, while also charting the access routes between these various components. The platform is designed to implement runtime policies that determine whether actions by agents are authorized, need further scrutiny, or are outright forbidden, based on criteria such as identity, permissions, tools, and the sensitivity of the data at play. Furthermore, Eyrane assesses the performance of agents in the context of potential threats, including prompt injection, tool misuse, privilege abuse, data exfiltration, and issues related to MCP. Its potential uses include managing agent inventories, conducting access audits, real-time monitoring, bolstering MCP security, and supporting AI red teaming efforts. Eyrane ultimately strives to empower security and engineering teams in deploying AI agents across business applications and workflows, ensuring thorough oversight and control throughout the process. With its emphasis on balancing security and operational efficiency, Eyrane emerges as an essential asset in the dynamic realm of AI governance, poised to adapt to future challenges as they arise.

The Teradata Enterprise AgentStack serves as a robust platform for the creation, deployment, and oversight of enterprise-grade autonomous AI agents, facilitating seamless connections to trustworthy data and analytics, thereby aiding enterprises in moving from initial experimentation to fully functional agentic AI under stringent enterprise governance. This platform integrates a variety of features to oversee the complete agent lifecycle; for instance, AgentBuilder simplifies the creation of intelligent agents through both no-code and pro-code options that work harmoniously with Teradata Vantage and a range of open-source frameworks. Moreover, the Enterprise MCP delivers secure, context-rich access to well-managed enterprise data, complemented by customized prompts that enhance the agents' cognitive capabilities. Simultaneously, AgentEngine guarantees scalable execution of agents while ensuring memory consistency and reliability across different hybrid environments. Furthermore, AgentOps is vital for centralizing the monitoring, governance, compliance, auditability, and policy enforcement, ensuring that agents operate within defined limits, which fosters improved efficiency and compliance with organizational policies. Together, these capabilities empower businesses to fully exploit the advantages of autonomous AI in a structured and effective manner, ultimately driving innovation and operational excellence in the enterprise landscape.

Hawcx is a cutting-edge cloud-based authentication platform that empowers organizations to bolster security for AI agents while providing passwordless sign-in capabilities for both employees and customers. This innovative solution uniquely links AI agents to specific individuals, guaranteeing that every interaction with the tools adheres to defined policies, while also allowing for the routing of sensitive tasks requiring human oversight, recording decisions made, and facilitating the identification and cancellation of agents when needed. For applications serving both the workforce and consumers, Hawcx offers device-bound, phishing-resistant authentication that incorporates verification processes along with additional security protocols tailored to the assessed risks. Development teams can effortlessly embed passwordless authentication into their applications using web, mobile, and server SDKs, and enterprise logins can be aligned with existing identity management frameworks. Addressing a wide array of needs, the platform is indispensable for security and risk management experts, developers focused on platforms and AI, as well as organizations eager to deploy agents or build web and mobile applications that demand thorough access control and meticulous action tracking. Furthermore, by addressing the increasing necessity for strong security measures in digital spaces, Hawcx positions itself as a vital tool in the evolving landscape of technology.

Hush Security provides a robust platform aimed at the recognition and oversight of AI agents alongside other non-human identities. This innovative solution proficiently outlines agent identities, their credentials, permissions, tools, and links to infrastructure, empowering security and identity teams to thoroughly assess risks and implement essential policy measures. Targeted at businesses employing AI agents, the offering features functionalities such as agent inventories, ownership attribution, activity auditing, access governance, and policy enforcement. Hush Security guarantees that organizations retain control over agent permissions, reduce reliance on static credentials, and achieve visibility across both agent and developer environments, including platforms like Claude Code, Cursor, Codex, and Microsoft Foundry. Moreover, teams can utilize the platform to identify agents and credentials, evaluate access levels, set scoped permissions, and monitor agent activities effectively. The free version caters to organizations with up to 25 protected agents, 50 access policies, and 10,000 discovered identities, while its premium plans are tailored for broader applications, making it a flexible solution for diverse organizational requirements. This ability to scale ensures that as organizations expand, their security and governance measures can adapt to evolving needs, thereby enhancing their overall operational resilience. Ultimately, Hush Security positions itself as a vital tool for organizations looking to navigate the complexities of AI agent management and security.

Inkeep is an enterprise-ready AI agent platform built to support customer experience and operational teams with intelligent, trustworthy assistants. It enables organizations to deploy AI agents for customer support, internal operations, and cross-functional workflows. Customer-facing agents help deflect repetitive Tier 1 tickets while guiding users through more complex issues. Internal copilots empower teams to resolve Tier 2 and Tier 3 tickets faster and reduce manual effort. Inkeep is designed to support teams across customer service, product, documentation, sales, and marketing. The platform offers both a no-code visual builder and a powerful TypeScript SDK, making it accessible to business users and developers alike. Its two-way sync ensures seamless collaboration between technical and non-technical teams. Unified AI search and RAG capabilities provide agents with deep product and company knowledge. Inkeep’s multi-agent architecture allows agents to work together to complete complex tasks. The platform integrates easily with support tools, chat apps, workflows, and APIs. Enterprise-grade security features include intelligent audits, AI-powered reporting, authentication controls, and PII data protection. With monitoring and continuous improvement tools, Inkeep helps organizations confidently deploy AI agents they can rely on.