{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/solo-io","markdownUrl":"https://nowen.ai/agents/solo-io.md","jsonUrl":"https://nowen.ai/agents/solo-io.json","name":"Solo.io","nickname":"Solo","website":"https://solo.io","industry":"Cloud Infrastructure","deliveryModel":"software","status":{"trust":"unclaimed","text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-10-30T03:56:50.264Z","summary":"Solo.io provides infrastructure for enterprises to securely run and govern AI agents and cloud-native applications in production.","description":"Solo.io develops infrastructure that helps enterprises bring AI agents and cloud-native applications into production. Its platform provides runtime, connectivity, security, observability, governance, and traffic-control capabilities for agents, models, APIs, and services. The company serves enterprise platform teams and developers, while contributing to open-source communities and technologies.","mission":"Solo.io builds the platform fabric for cloud and AI: the layer that secures, observes, and controls how agents, models, APIs, and services operate at scale.","directory":{"industryName":"Cloud Infrastructure","agentCount":7,"indexable":false,"hubUrl":"https://nowen.ai/industry/cloud-infrastructure"},"aiReaderFamilies":[],"boonFrontDoor":{"url":"https://boon.ai/agents/solo-io","label":"Apply to Solo.io's partner program through Boon","sub":"Your AI agent writes the proposal: who you are, the fit, and a first step."},"products":[{"name":"Agentdesktop","type":"Product","url":"https://agentdesktop.dev/","summary":"Gives organizations visibility and centralized governance over desktop AI tools while supporting consistent policy, identity, and activity monitoring.","description":"Agentdesktop is an open-source governance layer for AI tools and agents running on desktop fleets. It provides real-time inventory, centrally managed configuration, non-human identity with short-lived credentials, and opt-in observability. Teams can use standalone mode for a single desktop or fleet mode with an endpoint daemon and central controller. Licensed under Apache 2.0, it integrates with an organization's existing identity provider, PKI, and LLM gateway.","pricing":{},"features":[{"name":"Non-human agent identity","value":"Issue Short-Lived, Least-Privilege Credentials","valueDescription":"Provides verifiable, identity-bound credentials for agents and avoids the blast radius associated with long-lived secrets stored locally."},{"name":"Agent and tool inventory","value":"Discover AI Tools Across The Fleet","valueDescription":"Shows teams what AI tools and components are running and where, helping them identify activity across desktop devices."},{"name":"Centralized configuration and policy","value":"Apply And Reconcile Fleet-Wide Configuration","valueDescription":"Helps organizations maintain a consistent security posture by distributing centrally managed configuration to harnesses and continuously addressing drift."},{"name":"Session and tool-use observability","value":"Monitor Selected Agent Activity","valueDescription":"Gives administrators awareness of agent activity while allowing them to choose which session and tool-use events are collected."},{"name":"Standalone and fleet deployment modes","value":"Govern One Desktop Or An Entire Fleet","valueDescription":"Lets teams start with local governance on one desktop and extend management across a fleet using MDM and a central controller."},{"name":"Open-source integrations and auditability","value":"Audit And Extend Existing Integrations","valueDescription":"Enables organizations to review collection behavior and identity boundaries, extend integrations, and continue using existing infrastructure."}]},{"name":"agentgateway","type":"Product","url":"https://www.solo.io/products/agentgateway","summary":"Connects and governs LLMs, agents, tools, and models through one gateway, helping teams manage security, usage, performance, and visibility.","description":"Agentgateway is an open-source, Rust-built gateway for AI and agentic traffic. It provides a unified data plane for LLM providers, MCP servers, agents, and self-hosted models, supporting MCP and A2A protocols. It helps teams manage traffic, apply identity and access policies, control usage and costs, and observe interactions across LLM, agent, and tool calls. Its inference gateway routes requests to self-hosted models using context and capacity signals. Enterprise capabilities include centralized key management, guardrails, audit trails, and management across Kubernetes or other infrastructure, with standalone deployment and UI management.","pricing":{},"features":[{"name":"LLM and agent interaction observability","value":"Trace Model Usage And Agent Interactions","valueDescription":"Gateway traces and metrics provide visibility into requests, token consumption, model usage, and activity across agent, tool, and backend call chains."},{"name":"Agent identity and access controls","value":"Enforce Identity And Tool Access","valueDescription":"Identity and authorization capabilities help control which agents and users can access tools and services."},{"name":"MCP server security and sandboxing","value":"Validate And Sandbox MCP Access","valueDescription":"Centralized validation, sandboxing, and policies help teams inspect requested backend URLs and govern access to MCP servers and tools."},{"name":"MCP and A2A connectivity","value":"Connect Agents And Tools Securely","valueDescription":"MCP and A2A support provides a common gateway for agent-to-tool and agent-to-agent traffic, including cross-boundary connectivity and capability discovery."},{"name":"Rust-native gateway performance","value":"Handle AI Traffic With Low Overhead","valueDescription":"The Rust-based design supports high-throughput, low-latency handling of agentic traffic."},{"name":"Unified LLM provider access","value":"Access Multiple Models Through One API","valueDescription":"A unified interface lets applications connect to multiple model providers and self-hosted models without code changes when switching models."},{"name":"Prompt and response guardrails","value":"Block Prompt Attacks And Data Leaks","valueDescription":"Inline checks and custom semantic rules help inspect prompts and responses and prevent specified threats or sensitive data exposure."},{"name":"Centralized credential management","value":"Centralize And Protect Provider Keys","valueDescription":"Centralized storage and access controls let teams manage provider credentials through the gateway rather than distributing keys across teams."},{"name":"Token and request cost controls","value":"Control Usage And Limit Spend","valueDescription":"Rate limits, quotas, and budget enforcement help teams govern AI consumption and avoid unexpected usage costs."},{"name":"Self-hosted model routing and scheduling","value":"Route Requests To The Right Model","valueDescription":"Context-aware routing and capacity signals direct requests to suitable self-hosted models, while scheduling and GPU-aware placement help manage inference workloads."},{"name":"REST API to MCP tool integration","value":"Expose REST APIs As MCP Tools","valueDescription":"Teams can configure an OpenAPI specification to make API operations available as MCP tools without changing application code."},{"name":"Agent interaction audit trails","value":"Audit Agent And Tool Interactions","valueDescription":"Recorded tool calls and agent interactions support compliance reviews, debugging, and incident response."},{"name":"Flexible enterprise deployment and management","value":"Deploy And Manage Across Environments","valueDescription":"Deploy the enterprise gateway on Kubernetes or other infrastructure, including standalone deployment, and manage it through a UI."},{"name":"Open-source, vendor-neutral licensing","value":"Use An Open Vendor-Neutral Gateway","valueDescription":"Its Apache 2.0 license and vendor-neutral positioning provide an open-source option for agentic connectivity."}]},{"name":"Agentregistry","type":"Product","url":"https://www.solo.io/products/agentregistry","summary":"Helps teams reuse and deploy approved AI artifacts faster while giving operators visibility and governance across environments.","description":"Agentregistry is an open-source registry and unified control plane for packaging, curating, discovering, and deploying AI artifacts, including agents, MCP servers, skills, prompts, plugins, and models. Its centralized catalog supports semantic search, versioning, blueprints, prompt management, and multiple frameworks. Teams can import, score, validate, and approve artifacts before publishing them through a governed workflow. Discovery and deployment capabilities provide visibility across environments and support Kubernetes, cloud platforms, and local development environments. Runtime governance includes access policies, role-based access control, centralized observability, context optimization, and health monitoring.","pricing":{},"features":[{"name":"Centralized AI artifact catalog and curation","value":"Find And Reuse Approved AI Artifacts","valueDescription":"Give teams a centralized place to discover and reuse AI artifacts, while scoring, validation, versioning, and approval workflows support trusted reuse."},{"name":"Cross-environment discovery and inventory","value":"Discover AI Assets Across Environments","valueDescription":"Give organizations a consolidated view of their agent landscape, including artifact status, deployments, and inventory that may otherwise remain outside central visibility."},{"name":"Governed cross-environment deployment","value":"Deploy Approved Artifacts Across Platforms","valueDescription":"Enable developers to move approved artifacts into their chosen environments while maintaining centralized oversight."},{"name":"Runtime governance and access control","value":"Govern Agent Access And Actions","valueDescription":"Help platform teams apply access policies and runtime controls so agents operate within defined boundaries across environments."},{"name":"Runtime observability and health monitoring","value":"Monitor Agent Activity And Health","valueDescription":"Give platform teams visibility into runtime health and context-aware traces of interactions among tools, agents, and LLMs."},{"name":"Artifact audit trail and versioning","value":"Track Artifact History And Approvals","valueDescription":"Provide a record of artifact versions, approvals, creators, and deployment locations to support governance and compliance inquiries."},{"name":"Agent lifecycle and AgentOps","value":"Manage The Agent Lifecycle","valueDescription":"Support agent development, integration, and operation across distributed environments."}]},{"name":"Istio","type":"Platform","url":"https://www.solo.io/products/istio","summary":"Connects and secures microservices and agentic workloads across distributed environments while providing service discovery, observability, and operational control.","description":"Istio is an open-source service mesh platform for connecting, securing, and observing communication between microservices without application code changes. Solo.io offers production-grade Istio and Solo Enterprise for Istio, extending Ambient Mesh across clusters, clouds, and non-Kubernetes runtimes. Capabilities include sidecar and sidecarless ambient deployments, multi-cluster connectivity, global service discovery, traffic policies, workload identity, egress controls, observability, mesh segmentation, runtime extensions, and agentgateway integration for governing AI traffic. Enterprise support options include managed certificate rotation and production support.","pricing":{},"features":[{"name":"Sidecarless ambient mesh","value":"Adopt Mesh Security Without Sidecars","valueDescription":"Manage service communication without deploying a sidecar alongside each application workload, with a supported migration path to ambient mesh."},{"name":"Multi-cluster connectivity and peering","value":"Connect Services Across Clusters","valueDescription":"Enable communication between services in distributed, multi-cluster environments using gateway-routed mutual TLS or direct networking."},{"name":"Global service discovery","value":"Discover And Route To Global Services","valueDescription":"Use one service name across clusters and route traffic to a nearby healthy instance with locality-aware load balancing and failover."},{"name":"Automatic mTLS encryption","value":"Encrypt Service Traffic Automatically","valueDescription":"Protect service-to-service connections with mesh-managed mTLS, reducing the need for applications to implement transport encryption themselves."},{"name":"Workload identity and authorization","value":"Authorize Workloads By Identity","valueDescription":"Apply authorization policies using cryptographically established workload identities and identity attributes, including across clusters."},{"name":"Layer 7 traffic routing and policy","value":"Apply Layer 7 Traffic Policies","valueDescription":"Route and govern service traffic at Layer 7 through waypoint proxies, with options to extend waypoint behavior or use agentgateway for AI-aware traffic."},{"name":"Multi-cluster and Layer 7 observability","value":"Observe Service Traffic Across Clusters","valueDescription":"Review service communication, policies, mTLS status, HTTP metrics, traces, and service health across clusters."},{"name":"AI traffic and agent mesh integration","value":"Govern AI And Agent Traffic Through The Mesh","valueDescription":"Use agentgateway within the mesh to route and govern LLM, MCP, and A2A traffic while retaining mesh identity and encryption controls."},{"name":"Egress traffic control","value":"Control Outbound Workload Traffic","valueDescription":"Set identity-based rules for outbound connections and use Layer 7 controls for external AI-provider traffic."},{"name":"Mesh segmentation","value":"Isolate Teams Within One Mesh","valueDescription":"Give teams separate mesh domains while supporting cross-cluster discovery and shared platform services."},{"name":"Runtime extensions","value":"Extend Mesh Controls Beyond Kubernetes","valueDescription":"Bring supported ECS, virtual machine, and Lambda workloads into a mesh with security, traffic management, and observability."},{"name":"Production support and security","value":"Support Production Istio Deployments","valueDescription":"Choose support options for production troubleshooting, security maintenance, long-term support, onboarding, and service-level agreements."},{"name":"Managed certificate rotation","value":"Manage Certificate Rotation","valueDescription":"Use managed certificate rotation as part of the enterprise mesh capabilities."},{"name":"GitOps-based mesh management","value":"Manage Mesh Configuration With GitOps","valueDescription":"Automate and centrally manage mesh configuration across distributed environments using GitOps workflows."},{"name":"Service resiliency controls","value":"Improve Service Traffic Resilience","valueDescription":"Configure circuit breaking, fault injection, outlier detection, and timeouts to manage service traffic behavior."}]},{"name":"Istio Support","type":"Service","url":"https://www.solo.io/istio-support","summary":"Get expert help, security maintenance, and enterprise support to bring Istio deployments to production and operate them with confidence.","description":"Solo.io provides enterprise support, management, and security for Istio deployments in production, from sidecars to Ambient. Support includes expert architectural guidance, troubleshooting, enterprise SLAs, and tier-dependent services such as onboarding, proactive health checks, security maintenance, configuration insights, and multi-cluster observability. Higher tiers also offer advanced mesh capabilities, including managed certificate rotation, routable global services, and runtime extensions.","pricing":{},"features":[{"name":"Production incident support","value":"Resolve Production Issues Faster","valueDescription":"Get help with production problems through support with response targets defined by issue severity and subscription tier."},{"name":"Istio expert guidance","value":"Get Guidance From Istio Experts","valueDescription":"Work with Istio specialists for architectural guidance and troubleshooting as you prepare and operate production mesh deployments."},{"name":"Istio security maintenance","value":"Maintain Istio Security","valueDescription":"Access security scanning, selected-version long-term support, and FIPS-certified builds according to subscription features."},{"name":"Tiered support SLAs","value":"Choose Support Response Targets","valueDescription":"Select a support subscription with response targets suited to issue severity and operational needs."},{"name":"Onboarding and health checks","value":"Accelerate Mesh Onboarding","valueDescription":"Use onboarding assistance and proactive health checks, where included in the selected tier, to support deployment and ongoing operations."},{"name":"Enhanced mesh capabilities","value":"Extend Istio Mesh Capabilities","valueDescription":"Add enterprise mesh capabilities through eligible subscriptions, including certificate management, multi-cluster services, Layer 7 visibility, and additional runtime environments."},{"name":"Configuration monitoring and insights","value":"Monitor Mesh Configuration","valueDescription":"Use tier-dependent monitoring and insights to review Istio configuration and mesh health."},{"name":"Multi-cluster observability","value":"Observe Meshes Across Clusters","valueDescription":"View mesh observability across multiple clusters using the monitoring capabilities available with the selected support tier."}]},{"name":"kagent","type":"Product","url":"https://www.solo.io/products/kagent","summary":"Run agents built with different frameworks on Kubernetes with unified identity, governance, observability, tool management, and human approval controls.","description":"kagent is an open-source, Kubernetes-native agent runtime and framework for DevOps and platform engineers. It extends Kubernetes with identity, orchestration, and governance capabilities for running AI agents in production. Teams can bring agents built with LangChain, CrewAI, Google ADK, A2A, or custom frameworks, and manage agent actions, tracing, approval workflows, and MCP tools. kagent also offers prebuilt agents and tools, with enterprise capabilities for governing agents and their workloads.","pricing":{},"features":[{"name":"Kubernetes-native agent runtime","value":"Run AI Agents On Kubernetes","valueDescription":"Run and manage agent workloads within Kubernetes environments using a cloud-native runtime."},{"name":"Agent identity and policy","value":"Govern Agent Actions With Identity-Based Policies","valueDescription":"Give agents verifiable identities and apply granular access controls to their actions, including actions performed on behalf of users."},{"name":"Multi-framework agent support","value":"Run Agents Built With Different Frameworks","valueDescription":"Bring agents built with supported frameworks into kagent and manage them through unified governance."},{"name":"Agent observability and tracing","value":"Trace Agent Actions And Tool Calls","valueDescription":"Follow agent actions, tool calls, and decision paths through tracing and visualization with OpenTelemetry."},{"name":"Human-in-the-loop approvals","value":"Require Human Approval For Critical Decisions","valueDescription":"Keep people involved in critical decisions by defining approval workflows, review checkpoints, and escalation paths."},{"name":"MCP tool server lifecycle management","value":"Deploy And Manage MCP Tool Servers","valueDescription":"Manage MCP tool servers through deployment, security, sandboxing, and lifecycle controls."},{"name":"Agent lifecycle and AgentOps","value":"Manage Agent Lifecycles Across Environments","valueDescription":"Support agent development, integration, and operation across Kubernetes and distributed environments."},{"name":"Prebuilt agents and tools","value":"Start With Production-Ready Agents And Tools","valueDescription":"Use prebuilt agents and MCP-enabled tools, including options for Kubernetes management and observability."},{"name":"Kubernetes and GitOps workflow integration","value":"Manage Agents Through Kubernetes And GitOps","valueDescription":"Use declarative Kubernetes resources and GitOps workflows to manage agents through established platform operations."},{"name":"Agent Substrate runtime integration","value":"Run Agents With Substrate Runtime Support","valueDescription":"Use Agent Substrate with kagent for actor lifecycle controls, traffic routing, and sandboxed execution."}]},{"name":"Kgateway","type":"Product","url":"https://www.solo.io/products/kgateway","summary":"Manage and secure API traffic while enabling teams to build, deploy, and scale services with greater control and resilience.","description":"Kgateway is a Kubernetes-native ingress controller and API gateway built on Envoy and the Kubernetes Gateway API. Its open-source edition provides API traffic management, security, and resilience, while Solo Enterprise adds a developer portal, analytics, advanced security controls, multi-cluster routing, and enterprise support. It supports REST, gRPC, GraphQL, WebSocket, and other traffic, with self-service route delegation for application teams. Enterprise capabilities include staged transformations, AWS Lambda integration, Istio ambient connectivity, API self-service and usage analytics, and GitOps compatibility. It can be self-managed in customers' own cloud environments.","pricing":{},"features":[{"name":"Kubernetes-native API gateway and routing","value":"Route Requests Across API Protocols","valueDescription":"Apply Kubernetes-native routing rules across protocols and request attributes through centralized gateway configuration."},{"name":"Open-source foundation","value":"Adopt An Open-Source Gateway","valueDescription":"Use an Apache 2.0-licensed, Kubernetes-native gateway with enterprise extensions available when needed."},{"name":"Gateway performance and scalability","value":"Handle High-Volume API Traffic","valueDescription":"Run a gateway designed for high-volume traffic in customer-managed cloud environments."},{"name":"Route delegation","value":"Delegate Routing To Application Teams","valueDescription":"Give application teams ownership of route configuration while supporting inherited platform policies."},{"name":"Mutual TLS","value":"Authenticate Connections With Mutual TLS","valueDescription":"Use mutual TLS to secure communications between clients, gateways, upstreams, and services."},{"name":"External authentication, API keys, and policy enforcement","value":"Integrate Authentication And Enforce Policies","valueDescription":"Connect custom authentication services, enforce OPA policies, and manage API keys at the gateway."},{"name":"Web application firewall","value":"Filter Harmful HTTP Traffic","valueDescription":"Apply ModSecurity rules and the OWASP Core Rule Set to monitor, filter, and block harmful HTTP traffic."},{"name":"Data loss prevention","value":"Mask Sensitive Data In Gateway Outputs","valueDescription":"Mask sensitive information in responses, headers, and logs to help prevent exposure."},{"name":"Enterprise support and maintenance","value":"Get Enterprise Support And Version Maintenance","valueDescription":"Receive support with guaranteed response times, extended version maintenance, security patches, bug fixes, and direct access to Solo.io engineers."},{"name":"Weighted traffic splitting","value":"Control Progressive Traffic Rollouts","valueDescription":"Direct configured proportions of traffic to destinations to support canary deployments, A/B testing, and progressive releases."},{"name":"Staged request and response transformations","value":"Transform Complex Requests And Responses","valueDescription":"Use templating to extract, inject, and modify payloads as part of staged transformations."},{"name":"Istio ambient integration and multicluster routing","value":"Route Traffic Across Clusters","valueDescription":"Integrate gateway ingress with Istio ambient services and route across clusters with service-level failover."},{"name":"TLS termination and certificate management","value":"Secure API Connections With TLS","valueDescription":"Terminate TLS at the edge, manage certificates automatically, and route requests based on SNI."},{"name":"JWT validation","value":"Validate JWTs At The Gateway","valueDescription":"Check JWT tokens at the gateway and use extracted claims in routing and authorization decisions."},{"name":"FIPS-compliant images","value":"Deploy FIPS-Compliant Gateway Images","valueDescription":"Use hardened images that meet FIPS standards for regulated environments."},{"name":"Retries, timeouts, and circuit breaking","value":"Improve Service Traffic Resilience","valueDescription":"Configure retries and timeouts, and detect and eject outlier endpoints to help prevent failures from cascading."},{"name":"Local and global rate limiting","value":"Apply Local And Distributed Rate Limits","valueDescription":"Control request volumes at individual gateways or across replicas using configurable attributes."},{"name":"API developer portal and self-service access","value":"Help Developers Discover And Access APIs","valueDescription":"Provide a customizable place to discover APIs, review API products, provision credentials, and request access."},{"name":"Header manipulation and URL rewriting","value":"Modify Headers And Rewrite URLs","valueDescription":"Control request and response headers, adapt URL components, and redirect HTTP requests to HTTPS."},{"name":"AWS Lambda integration","value":"Connect APIs To AWS Lambda","valueDescription":"Route API traffic to AWS Lambda with automatic request and response translation."},{"name":"Backend health checks","value":"Check Backend Health Automatically","valueDescription":"Identify unhealthy endpoints, remove them from service, and restore them when they recover."},{"name":"API usage analytics and plans","value":"Track API Usage And Set Product Limits","valueDescription":"Review API usage and errors, and define rate limits and access controls for API products."},{"name":"GitOps and progressive delivery compatibility","value":"Integrate With Existing Delivery Pipelines","valueDescription":"Use the gateway with existing GitOps and progressive delivery pipelines for infrastructure and applications."},{"name":"CORS and CSRF protection","value":"Apply CORS Policies And Validate CSRF Tokens","valueDescription":"Configure cross-origin resource sharing policies and validate CSRF tokens at the gateway."},{"name":"Traffic mirroring","value":"Test Changes With Mirrored Traffic","valueDescription":"Send shadow traffic to test new versions or debug production issues while preserving the normal traffic destination."}]},{"name":"agentshield","type":"Product","url":"https://agent-shield.dev/","summary":"Helps teams identify and respond to attack paths and threats from AI agents without changing their existing services.","description":"agentshield is an open-source protection layer for existing infrastructure, defending data, APIs, services, and workloads against AI agents an organization does not control. It addresses attacker agents, external agents that misbehave, and an organization's own agents when they escape a sandbox or evade guardrails. The project maps potential attack paths, detects threats, and provides remediation recommendations. Its plugins instrument infrastructure from platform to kernel without requiring changes to services. Findings can be reviewed and remediated by human operators or passed to an agent for remediation; infrastructure changes are not made automatically.","pricing":{},"features":[{"name":"Attack-path graph","value":"Map Reachable Systems And Attack Paths","valueDescription":"See potential routes for lateral movement and understand which systems and resources may be reachable."},{"name":"Infrastructure-wide instrumentation","value":"Instrument Infrastructure Without Changing Services","valueDescription":"Gain instrumentation across infrastructure layers while leaving existing services unchanged."},{"name":"Graph-aware security rules","value":"Generate And Evaluate Rules Continuously","valueDescription":"Generate rules in response to changes in the attack-path graph and evaluate them continuously at runtime."},{"name":"Actionable security findings","value":"Prioritize Findings With Remediation Steps","valueDescription":"Review findings with severity, affected systems, evidence, and remediation guidance."},{"name":"Human and agent remediation","value":"Remediate Findings With Human Oversight","valueDescription":"Use remediation advice or give findings to an agent for automated remediation while keeping infrastructure changes subject to human approval."}]},{"name":"agentevals","type":"Product","url":"https://github.com/agentevals-dev/agentevals","summary":"Evaluate agent workflows from traces to understand output quality and gain continuous, framework-agnostic visibility into production behavior.","description":"Agentevals is an open-source tool for evaluating AI agent workflows. It uses traces from agent runs to assess performance and provides a Web UI EvalSet Builder to create evaluation sets from existing traces. Teams can run benchmarks and tests against traces, with evaluation and quality signals captured using OpenTelemetry rather than in-process instrumentation.","pricing":{},"features":[{"name":"Agent workflow evaluation","value":"Assess Agent Workflow Quality","valueDescription":"Grade agent traces to understand how well workflows performed and review results for a particular workflow."},{"name":"Trace-based EvalSet building","value":"Build Reusable Evaluation Sets","valueDescription":"Turn existing agent traces into EvalSets that can be used to run benchmarks and tests."},{"name":"OpenTelemetry evaluation signals","value":"Capture Agent Quality Signals","valueDescription":"Capture evaluation and quality signals through OpenTelemetry without relying on in-process instrumentation."},{"name":"Framework-agnostic production visibility","value":"Monitor Agents Across Frameworks","valueDescription":"Gain visibility into production agent behavior across frameworks and throughout the agentic loop."},{"name":"Trace file evaluation","value":"Evaluate JSON Agent Traces","valueDescription":"Load agent traces from JSON files, including the documented Jaeger JSON format, for evaluation."},{"name":"Command-line installation and execution","value":"Run Evaluations From The CLI","valueDescription":"Install the CLI using the Python package or from source, then run evaluations against trace files."}]}],"audiences":[],"segments":[{"name":"Service mesh","description":"Infrastructure for platform teams to secure, connect, observe, and control service-to-service communication across clusters, clouds, and application runtimes.","size":0.21748,"cagr":38.24,"color":1,"productNames":["Istio","Istio Support"],"methodology":"The search results provide a directly relevant estimate for the global cloud service mesh market: USD 217.48 million in 2023, growing at a 38.24% CAGR from 2024 to 2032. Used as a proxy for the broader service mesh segment; the estimate may exclude non-cloud service mesh offerings.","citations":[{"url":"https://introspectivemarketresearch.com/press-release/cloud-service-mesh-market/","text":"Global Cloud Service Mesh Market Size Was Valued at USD 217.48 Million in 2023 and is Projected to Reach USD 2900.97 Million by 2032, Growing at a CAGR of 38.24% From 2024-2032."}]},{"name":"API management","description":"Capabilities for API gateway, lifecycle governance, publication, cataloging and developer onboarding to expose, secure and govern APIs across environments.","size":5.8,"cagr":14,"color":2,"productNames":["Kgateway"],"methodology":"The search result reports the API marketplace market, which is adjacent to but broader/different from API management and is not used as a direct market-size proxy. With no directly applicable figures in the results, the estimate uses internal market knowledge: approximately USD 5.8 billion for API management and roughly 14% CAGR. No search-result citation directly supports these estimates.","citations":[]},{"name":"AI gateways","description":"Infrastructure for enterprise teams to centralize access to models, agents, and MCP servers, enforce traffic policies, control consumption, and observe AI interactions.","size":1.2,"cagr":32,"color":3,"productNames":["agentgateway"],"methodology":"The search result does not provide an explicit market size or CAGR for AI gateways. Estimated at approximately $1.2 billion globally, based on the nascent enterprise software category for governing and observing access to AI models, agents, and MCP servers. The 32% CAGR reflects expected rapid adoption as enterprises deploy more AI services; both figures are estimates, not source-reported values.","citations":[]},{"name":"AI agent orchestration","description":"Platforms that deploy, coordinate, govern, and observe multi-agent AI workflows—providing orchestration, model governance, connectors, developer SDKs, and observability for automated business processes.","size":1.5,"cagr":40,"color":4,"productNames":["kagent"],"methodology":"The search results contain no relevant market-size or growth data for AI agent orchestration. Estimate is based on internal knowledge: this is an early-stage subset of enterprise AI software, with demand expected to rise as organizations adopt agentic workflows and need coordination, governance, and observability tools. The estimate is uncertain.","citations":[]},{"name":"AI agent security and governance","description":"Controls that secure agent execution and access to tools, data, and models through workload isolation, identity enforcement, access policies, provenance verification, and auditing.","size":0.3,"cagr":40,"color":5,"productNames":["Agentdesktop","Agentregistry","agentshield","agentgateway","kagent"],"methodology":"The search result estimates the broader AI agent market at $8 billion in 2025, growing to $199 billion by 2034 (about 43% CAGR). Since it provides no direct figure for security and governance, the $0.3 billion segment size and 40% CAGR are estimates: the segment is treated as a small, rapidly growing share of the broader market.","citations":[{"url":"https://www.brookings.edu/articles/shaping-global-governance-of-ai-agents/","text":"the market will grow from $8 billion in 2025 to $199 billion by 2034"}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://solo.io","text":"Solo.io"},{"url":"https://agentdesktop.dev/","text":"Agentdesktop"},{"url":"https://www.solo.io/products/agentgateway","text":"agentgateway"},{"url":"https://www.solo.io/products/agentregistry","text":"Agentregistry"},{"url":"https://www.solo.io/products/istio","text":"Istio"},{"url":"https://www.solo.io/istio-support","text":"Istio Support"},{"url":"https://www.solo.io/products/kagent","text":"kagent"},{"url":"https://www.solo.io/products/kgateway","text":"Kgateway"},{"url":"https://agent-shield.dev/","text":"agentshield"},{"url":"https://github.com/agentevals-dev/agentevals","text":"agentevals"},{"url":"https://introspectivemarketresearch.com/press-release/cloud-service-mesh-market/","text":"Global Cloud Service Mesh Market Size Was Valued at USD 217.48 Million in 2023 and is Projected to Reach USD 2900.97 Million by 2032, Growing at a CAGR of 38.24% From 2024-2032."},{"url":"https://www.brookings.edu/articles/shaping-global-governance-of-ai-agents/","text":"the market will grow from $8 billion in 2025 to $199 billion by 2034"}]}