Alternatives to PaletteAI
Compare PaletteAI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to PaletteAI in 2026. Compare features, ratings, user reviews, pricing, and more from PaletteAI competitors and alternatives in order to make an informed decision for your business.
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1
Massdriver
Massdriver
At Massdriver, we believe in prevention, not permission, letting ops teams enforce guardrails while developers deploy confidently. Our platform encodes your non-negotiables into self-service modules built with your preferred IaC (Terraform, Helm, OpenTofu, etc.) standardizing infrastructure across AWS, Azure, GCP, and Kubernetes out-of-the-box. By bundling policy, security, and cost controls into functional IaC assets, Massdriver cuts overhead for ops teams and speeds developer workflows. Through a central service catalog, developers can provision what they need with integrated monitoring, secrets management, and RBAC baked in. No more brittle IaC pipelines; ephemeral CI/CD spins up automatically from each module’s tooling. Scale faster with unlimited cloud accounts and projects, all while reducing risk and ensuring compliance. Massdriver—fast by default, safe by design.Starting Price: Free trial -
2
Domino Enterprise AI Platform
Domino Data Lab
Domino is an enterprise AI platform designed to help organizations build, deploy, and scale AI systems that deliver real business outcomes. It provides end-to-end support for the AI lifecycle, from data science experimentation to production deployment and governance. The platform enables teams to access data, tools, and compute resources through a self-service environment with built-in IT controls. Domino supports the development of machine learning models, generative AI applications, and AI agents using preferred tools and frameworks. It also includes governance features such as model tracking, audit trails, and policy enforcement to ensure compliance and transparency. With hybrid and multi-cloud capabilities, organizations can run AI workloads across on-premises and cloud environments. Overall, Domino helps enterprises operationalize AI at scale while maintaining control, security, and efficiency. -
3
Shakudo
Shakudo
Shakudo is the first secure AI operating system built for enterprise data stacks, enabling organisations to deploy, operate, and manage best-in-class data and AI tools on their own infrastructure with full control, governance, and minimal vendor lock-in. The platform can be installed within your VPC or on-premises, ensuring absolute data sovereignty while automating DevOps workflows across the full AI lifecycle, from rapid prototype to full production. It supports a curated library of 170+ open-source or commercial stack components (for example, orchestration tools, distributed compute frameworks, vector databases, LLM orchestration, and CI/CD pipelines), enabling teams to switch or adapt tools as needs evolve without rebuilding infrastructure. Shakudo’s unified control plane provides a single interface for managing tools, monitoring cost, enforcing policy, steering performance, and orchestrating models, jobs, and services. -
4
k0rdent
Mirantis
k0rdent is an open-source, Kubernetes-native Distributed Container Management Environment developed by Mirantis to help teams build and operate developer platforms at scale. It uses Kubernetes as a universal control plane across multi-cloud, edge, and on-prem environments. k0rdent simplifies complex infrastructure by automating cluster lifecycle management, policy enforcement, and configuration consistency. The platform enables platform engineering teams to design repeatable, workload-specific developer platforms using declarative templates and composable components. It reduces operational toil by supporting self-service environments and GitOps-driven workflows. With centralized visibility, teams can optimize performance, costs, and compliance from a single control point. k0rdent is built to support modern workloads, including AI and ML, without vendor lock-in. -
5
Devtron
Devtron
Devtron is an AI-native, Kubernetes-focused DevOps platform designed to simplify and unify the entire lifecycle of application delivery, infrastructure management, and operations within a single control plane. It combines core DevOps capabilities such as CI/CD, GitOps, security, observability, cost management, and debugging into one integrated interface, eliminating the need to manage multiple disconnected tools and dashboards. It acts as a centralized control layer for Kubernetes environments, allowing teams to deploy, monitor, manage, and troubleshoot applications across multi-cloud or on-prem clusters with full visibility and governance. It includes Kubernetes-native CI/CD pipelines with no-code workflows, multi-environment orchestration, approval-based deployments, and reusable templates, enabling faster and more reliable software delivery while reducing manual effort.Starting Price: $999 per month -
6
Teradata Enterprise AgentStack
Teradata
Teradata Enterprise AgentStack is an integrated platform for building, deploying, and governing enterprise-grade autonomous AI agents that connect to trusted data and analytics, helping organizations move from experimentation to production-ready agentic AI with enterprise-level control. It unifies capabilities to support the full agent lifecycle; AgentBuilder accelerates the creation of intelligent agents using no-code and pro-code tools that integrate with Teradata Vantage and open-source frameworks; the Enterprise MCP delivers secure, context-rich access to governed enterprise data and curated prompts for agent intelligence; AgentEngine provides scalable execution of agents with consistent memory and reliability across hybrid environments; and AgentOps centralizes monitoring, governance, compliance, auditability, and policy enforcement so agents operate within defined guardrails. -
7
Bluebricks
Bluebricks
Bluebricks enables companies to create stable, governed cloud environments from reusable blueprints. No need to depend on DevOps for every request. The platform uses environment orchestration to work with existing Infrastructure as Code tools like Terraform and Helm. It adds AI capabilities to maintain consistency and eliminate configuration errors. Teams get self-service infrastructure provisioning while maintaining centralized governance and security controls across any cloud provider. The platform supports AWS, Google Cloud, Azure, Oracle, and Kubernetes environments. Organizations can transform complex deployments into standardized, reusable blueprints that work across environments. Automatic dependency tracking prevents breaking changes, while built-in RBAC and policy enforcement maintain enterprise security requirements. Bluebricks serves as the backend for internal developer portals, providing developers with infrastructure capabilities without sacrificing control. -
8
Data Flow Manager
Ksolves
Data Flow Manager is an Agentic AI Control Plane for Apache NiFi Operations, built for enterprises running NiFi at real scale. Run, manage, and fix NiFi challenges across all clusters, environments, and flows using simple natural-language prompts. One platform. One control plane. Zero firefighting. DFM replaces fragmented UIs, brittle scripts, and reactive operations with centralized, AI-driven control, enabling NiFi teams to transition from manual operations to governed, autonomous execution. What DFM delivers: • Centralized control across all NiFi clusters and environments • Prompt-driven flow deployment and promotion • Pre-deploy flow validation & sanity checks • Scheduled and controlled flow deployments • Centralized controller service management • Built-in approval workflows and RBAC • Immutable, detailed audit logs • Unified visibility into flow health and runtime state -
9
Native
Native Security
Native is a cloud security control plane designed to help organizations define, implement, and enforce security policies across cloud environments, including modern AI infrastructure. It focuses on providing secure-by-design governance by enabling teams to control how AI services and cloud resources are provisioned, accessed, and managed within their infrastructure. It allows users to define desired security outcomes and automatically map them to the appropriate technical controls for each cloud provider, eliminating the need to manually interpret best practices or configure policies for every environment. Native offers end-to-end visibility and planning capabilities, including discovering assets, simulating changes, and implementing controls to reduce risk and contain potential impact across systems. It also supports advanced features such as environment segmentation, data perimeter protection, and blast radius containment. -
10
Spectro Cloud Palette
Spectro Cloud
Spectro Cloud’s Palette is a comprehensive Kubernetes management platform designed to simplify and unify the deployment, operation, and scaling of Kubernetes clusters across diverse environments—from edge to cloud to data center. It provides full-stack, declarative orchestration, enabling users to blueprint cluster configurations with consistency and flexibility. The platform supports multi-cluster, multi-distro Kubernetes environments, delivering lifecycle management, granular access controls, cost visibility, and optimization. Palette integrates seamlessly with cloud providers like AWS, Azure, Google Cloud, and popular Kubernetes services such as EKS, OpenShift, and Rancher. With robust security features including FIPS and FedRAMP compliance, Palette addresses needs of government and regulated industries. It offers flexible deployment options—self-hosted, SaaS, or airgapped—ensuring organizations can choose the best fit for their infrastructure and security requirements. -
11
Stelia AI
Stelia AI
Stelia is an applied AI company advancing the future operating systems of AI, serving as the operational backbone for production-grade AI and making enterprise-scale deployment trusted, governed, and deployable. Stelia OS is built for the shift from fragmented AI stacks to governed execution, helping enterprises move beyond pilots into reliable, production-scale systems that can operate across high-value, high-risk data environments. It is designed to support the intelligence lifecycle by connecting the infrastructure, orchestration, governance, and operational layers required for AI applications to run at scale. It helps organizations handle the realities of production AI, where permissions, provenance, policy enforcement, observability, security, and runtime governance must be foundational rather than added after deployment. Stelia focuses on scalable, compliant systems for enterprises operating across sectors such as space, retail, media, and entertainment. -
12
Notenic
Notenic
Notenic is a runtime orchestration and governance platform designed to control and secure autonomous AI agents (“digital labor”) in real time, particularly in environments where failure carries regulatory, legal, or operational consequences. It operates as an infrastructure layer that sits directly in the execution path of AI systems, enforcing deterministic governance before any action reaches systems of record, rather than relying on post-output filters or prompt-level controls. It introduces a zero-trust runtime architecture built on core principles such as zero-persistence (no data retained after each session), execution-path control (policy enforcement at the moment of action), and independence from model context, ensuring that adversarial inputs cannot override governed behavior. Notenic provides a unified control plane that includes agent workforce management (treating AI agents as operational units with defined roles and supervision). -
13
TeamsHub
TeamsHub
TeamsHub.io automates Microsoft 365 governance and simplifies administration to boost collaboration, innovation, productivity, and security. It helps organizations create and manage Microsoft 365 groups, Yammer and Teams channels, SharePoint sites, and OneDrive storage with automated workflows and approval processes based on business needs. TeamsHub enables users to embrace Microsoft Teams and Microsoft 365 through self-service modes while enforcing the guidelines, guardrails, and controls needed to keep the tenant organized and secure. It helps reduce Teams sprawl, content duplication, orphaned teams, uncontrolled creation, and information overload by automating provisioning, operations, lifecycle management, naming conventions, classification, expiration policies, guest access, and external workflows. It gives administrators a single interface to manage workloads, monitor activity, track engagement, and replace complex PowerShell operations with automated governance. -
14
elsai Foundry
elsai
elsai Foundry is a governance-first platform to design, deploy, and operate AI agents for regulated enterprise workflows. It embeds compliance guardrails, PHI/PII redaction, prompt management, and real-time ARMS observability into every workflow. Its architecture spans multi-agent orchestration, policy and approvals enforcement, human-in-the-loop controls, domain intelligence, and pre-built agents across healthcare, life sciences, insurance, procurement, and supply chain. -
15
Trase
Trase
Trase is a governed AI platform for healthcare, government, and enterprise environments where trust, security, sovereignty, and predictability are non-negotiable. It provides a powerful foundation for deploying AI agents across real workflows, with hundreds of specialized agents ready to run in production and the infrastructure needed to keep every workflow, decision, and escalation under control. Trase Origin is the operating system agents run on, built to orchestrate, secure, and govern agents across cloud, on-premises, VPC, and edge environments while keeping data where it lives. Trase and third-party agents operate under one control plane with shared policy enforcement, monitoring, cost controls, escalation paths, and a full, immutable audit trail. It supports HIPAA- and SOC2-compliant deployment, data residency, privacy, model flexibility, and no vendor lock-in. -
16
Draftt
Draftt
Draftt is a proactive tech stack governance software that continuously monitors every component’s lifecycle and configuration across clouds, workloads, runtimes, and code to help teams stay ahead of technical debt and avoid unexpected end-of-life risks. It provides full-stack visibility with a unified control plane that maps all technologies, versions, dependencies, and Kubernetes clusters in one place, replacing manual audits and static spreadsheets with live inventory and context. Draftt uses secure, read-only integrations with cloud and developer tools to collect lifecycle metadata, detect version drift, and identify compatibility conflicts early. With AI-driven prioritization and impact scoring, it highlights upgrade risks based on urgency, effort, and business impact, and generates detailed remediation plans tailored to your environment. It delivers structured, step-by-step upgrade paths, prebuilt actions, and automated workflows that can be executed directly from Draftt. -
17
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. -
18
Puppet Enterprise
Perforce
Perforce Puppet is an enterprise platform for secure infrastructure automation and governance. Built for platform, DevOps, and security teams, it enables organizations to define and enforce desired state across infrastructure, automate remediation, and scale with confidence. With policy-driven automation and support for both agent-based and agentless workflows, Puppet reduces manual effort while supporting continuous compliance across complex environments. Puppet helps teams detect configuration drift, apply hardened configurations through automation, and remediate vulnerabilities faster across hybrid and multi-cloud infrastructure. Backed by enterprise support and SLAs, it delivers consistent, auditable control to reduce risk and maintain operational integrity at scale.Starting Price: $120 per month -
19
JetStream Security
JetStream
JetStream Security is a security-first AI governance platform designed to give enterprises full visibility, control, and accountability over their AI systems by turning them from opaque, fragmented tools into managed, traceable infrastructure. It acts as a centralized control plane that connects identity, runtime governance, observability, and financial oversight into a single system, allowing organizations to “see every AI action, tie actions to accountable owners, [and] keep workflows inside approved boundaries” while enforcing policy at runtime. It introduces agentic identity, binding human, agentic, and non-human identities to specific actions and access permissions, ensuring every invocation, tool call, or workflow can be traced and governed through least-privilege access principles. Through continuous runtime governance, JetStream compares live AI behavior against approved blueprints, using immutable logging and real-time observability to detect drift. -
20
Skyhook
Skyhook
Skyhook is a Kubernetes-based internal developer platform designed to simplify how teams build, deploy, and scale cloud applications by abstracting away the complexity of DevOps and infrastructure management. It provides a fully configured, production-ready environment that allows developers to spin up services, environments, and infrastructure in seconds while integrating best-in-class tools from the Kubernetes ecosystem, such as ArgoCD, Kyverno, and Grafana. It orchestrates these tools into standardized “golden paths,” enabling organizations to implement best practices out of the box, including monitoring, rollout strategies, ephemeral environments, and secure secret management, without requiring manual setup. Skyhook delivers a self-service experience for developers while maintaining governance and control for DevOps teams, allowing organizations to automate workflows, enforce standards, and reduce the need for custom internal tooling.Starting Price: $1,000 per month -
21
Armet AI
Fortanix
Armet AI is a secure, turnkey GenAI platform built on Confidential Computing that encloses every stage, from data ingestion and vectorization to LLM inference and response handling, within hardware-enforced secure enclaves. It delivers Confidential AI with Intel SGX, TDX, TiberTrust Services and NVIDIA GPUs to keep data encrypted at rest, in motion and in use; AI Guardrails that automatically sanitize sensitive inputs, enforce prompt security, detect hallucinations and uphold organizational policies; and Data & AI Governance with consistent RBAC, project-based collaboration frameworks, custom roles and centrally managed access controls. Its End-to-End Data Security ensures zero-trust encryption across storage, transit, and processing layers, while Holistic Compliance aligns with GDPR, the EU AI Act, SOC 2, and other industry standards to protect PII, PCI, and PHI. -
22
Critical Stack
Capital One
Deploy applications quickly and confidently with Critical Stack, the open source container orchestration tool from Capital One. Critical Stack enforces the highest level of governance and security standards, enabling teams to efficiently scale containerized applications in the strictest environments. View your entire environment and deploy new services with a few simple clicks. Spend more time on development and decision making and less on maintenance. Dynamically adjust shared resources of your environment efficiently. Enforce container networking policies and controls that your teams can configure. Speed up development cycles and deployment of containerized applications. Guarantee containerized applications run according to your specifications. Deploy containerized applications confidently. Critical Stack enables application verification and powerful orchestration capabilities for your important workloads. -
23
Adaptive6
Adaptive6
Adaptive6 is a cloud cost governance and optimization platform that helps organizations detect, remediate, and prevent waste in both cloud infrastructure and code. It continuously scans multi-cloud, PaaS, and Infrastructure-as-Code environments to uncover hundreds of inefficiencies, including hidden “shadow waste” beyond obvious cost drivers, and provides engineers with rich context, AI-driven code fixes, remediation scripts, and automated pull requests to accelerate resolution. It embeds shift-left cost guardrails into CI/CD pipelines to proactively flag and prevent inefficiencies before deployment, and automates remediation workflows by identifying resource owners and creating tickets or change requests with technical guidance. With a unified dashboard for visibility, rightsizing recommendations for over-provisioned cloud and Kubernetes resources, policy enforcement, and tools to support cultural accountability, Adaptive6 enables teams to reduce cloud spend. -
24
Agent Control
Agent Control
Agent Control is the open source control plane for AI agents, built to establish a new standard for governing agent behavior at scale. It solves the problem of scattered, hardcoded checks by giving teams a centralized governance layer with step-level enforcement that can be managed from a single control plane and updated in real time without touching agent code. Developers can make any function governable by adding the control() decorator, turning meaningful decision points inside an agent into independently governed control points with their own policies. When a decorated function executes, Agent Control evaluates the input or output against the active policy and returns a decision: deny, steer, warn, log, or allow. If the decision is denied, the SDK raises a ControlViolationError before the unsafe action can proceed. Policies are decoupled from code, so developers decide where to place control hooks while policy teams decide what those hooks enforce.Starting Price: Free -
25
Peta
Peta
Peta is an enterprise-grade control plane for the Model Context Protocol (MCP) that centralizes, secures, governs, and monitors how AI clients and agents access external tools, data, and APIs. It combines a zero-trust MCP gateway, secure vault, managed runtime, policy engine, human-in-the-loop approvals, and full audit logging into a single platform so organizations can enforce fine-grained access control, hide raw credentials, and track every tool call made by AI systems. Peta Core acts as a secure vault and gateway that encrypts credentials, issues short-lived service tokens, validates identity and policies on each request, orchestrates MCP server lifecycle with lazy loading and auto-recovery, and injects credentials at runtime without exposing them to agents. The Peta Console lets teams define who or which agents can access specific MCP tools in specific environments, set approval requirements, manage tokens, and analyze usage and costs.Starting Price: Free -
26
Apono
Apono
Use the Apono cloud-native access governance platform to work faster and more securely with self-service, secure, scalable access built for modern enterprises running in the cloud. Discover who has access to what with context. Identify access risk leveraging enriched identity and cloud resource context from the environment. Enforce access guardrails at scale. Apono automatically suggests dynamic policies that fit your business needs, streamlining the cloud access lifecycle and gaining control of cloud-privileged access. Improve your environment access controls with Apono’s AI, which detects high-risk unused, over provisioned and shadow access. Remove standing access and prevent lateral movement in your cloud environment. Organizations can enforce strict authentication, authorization, and audit controls for these high-level accounts, reducing the risk of insider threats, data breaches, and unauthorized access. -
27
WrangleAI
WrangleAI
WrangleAI is an enterprise-grade platform that gives organizations visibility, control, and governance over their AI usage and spending. It acts as a “control plane” for generative-AI tools (like GPT-4, Claude, Gemini, and more), providing real-time usage tracking across providers, cost intelligence, infrastructure monitoring, and spend caps so companies can avoid runaway budgets. WrangleAI offers AI observability, helping teams understand which models are being used, by whom, and for what purposes, plus routing intelligence that can redirect workloads to more cost-effective models while maintaining output quality. It also includes governance features such as role-based access control and compliance support (e.g., for SOC 2 / ISO 27001 standards), enabling finance, engineering, and leadership teams to coordinate, enforce policies, and get actionable recommendations for optimizing AI spending and usage.Starting Price: $25.15 per month -
28
OneTrust AI Governance
OneTrust
OneTrust AI Governance is AI governance tool built to protect the ROI of AI by translating AI risk into enforceable controls, helping teams govern well and move fast. It aligns enterprise governance with technical reality so organizations can scale AI faster, reduce risk, and maintain trust as AI systems evolve in production. It helps teams catalog AI systems and assess risk by tracking models, datasets, agents, and vendors in a central inventory, assigning ownership and lifecycle status, and understanding component dependencies. It standardizes AI risk identification using global frameworks such as the EU AI Act, NIST, and ISO 42001, with automated workflows for risk tiering by use case, system, or component, plus mapped risk and control frameworks for ongoing compliance. OneTrust streamlines approvals, attestations, scoping, evidence collection, and audit-ready reporting through configurable intake and approval workflows. -
29
Cloudsoft AMP
Cloudsoft Corporation
Now more than ever, IT has to be fast, agile and service-oriented; safely brokering, enabling and governing services across really complex hybrid IT environments. Cloudsoft AMP is powerful automation software which lets you seamlessly orchestrate and govern your critical IT services across complex hybrid IT environments. By sitting above, and integrating with, your best-in-class tools, AMP operates at scale to provide a single control plane for the multiple technologies you manage; anticipating, monitoring, responding and restoring. AMP benefits organisations who manage and deploy large numbers of IT services and application across really complex hybrid IT environments. AMP connects Product/DevOps and Infrastructure & Operations teams; modernising service delivery by safely brokering, enabling and governing IT services. By extending their 'as-code' approach, I&O teams can modernise their practices to be more agile. -
30
Spacelift
Spacelift
Spacelift, via the Spacelift Infrastructure Orchestration Platform, manages the entire infrastructure lifecycle – provisioning, configuration and governance. Spacelift integrates with existing infrastructure tooling (e.g., Terraform, OpenTofu, CloudFormation, Pulumi, Ansible) to provide a single integrated workflow to deliver secure, cost-effective and resilient infrastructure, fast. Spacelift is redefining how infrastructure is provisioned and governed with Spacelift Intent, the first open source, agentic, natural language model for cloud infrastructure. Intent allows developers to provision resources instantly without writing HCL, while DevOps and Platform teams maintain full visibility, policy control, and auditability. Built on Terraform providers, Intent creates a new path for agility, complementing IaC and GitOps by making fast, low-ceremony provisioning safe and governed.Starting Price: $399 per month -
31
Kubermatic Kubernetes Platform
Kubermatic
Kubermatic Kubernetes Platform (KKP) helps enterprises successfully drive digital transformation by automating their cloud operations anywhere. KKP enables operations and DevOps teams to centrally manage VMs and containerized workloads across hybrid-cloud, multi-cloud, and edge environments with an intuitive self-service developer and operations portal. Kubermatic Kubernetes Platform is open source. Automate operations of thousands of Kubernetes clusters across multi-cloud, on-prem, and edge environments with unparalleled density and resilience. Setup and run your multicloud self service Kubernetes platform with the shortest time to market. Empower your developers and operations team to deploy their clusters in less than three minutes on any infrastructure. Centrally manage your workloads from a single dashboard with a consistent experience from cloud to on-prem to edge. Manage your cloud native stack at scale with enterprise level governance. -
32
FireTail
FireTail
FireTail is an end-to-end AI security and governance platform designed to give organizations complete visibility, control, and protection over how artificial intelligence is used across their environments. It continuously discovers AI usage across code, cloud infrastructure, APIs, SaaS tools, and browsers, building a real-time inventory of both approved and shadow AI systems to ensure nothing operates outside governance. It captures and analyzes every AI interaction, including prompts, responses, metadata, and user identity, providing deep contextual visibility into how AI models are accessed and how data flows through them. FireTail enables organizations to enforce flexible, context-aware policies through a centralized governance engine, using prebuilt frameworks such as OWASP or custom rules to maintain compliance without slowing innovation. It continuously monitors activity to detect risks like prompt injection, data leakage, model misuse, and anomalous behavior. -
33
Rapidminer SLC
Siemens
Rapidminer SLC is a Siemens analytics modernization solution that lets organizations use SAS language alongside open-source tools without being tied to one platform or architecture. It helps businesses preserve existing SAS language assets while adding support for Python, R, SQL, and modern analytics workflows. The platform is designed to reduce migration risk, support business continuity, and help teams transition analytics infrastructure with more confidence. Rapidminer SLC allows users to create, execute, and operationalize analytics across on-premises, cloud, and hybrid environments. It supports access to many data sources, including cloud services, Hadoop, data warehouses, databases, Excel, CSV, SPSS, SAS language data, and other file formats. With Rapidminer Analytics Workbench and SLC Hub, organizations can improve governance, scheduling, security, deployment, and workload management across the full analytics lifecycle. -
34
Barndoor.ai
Barndoor.ai
Barndoor is a data and access management layer designed to secure how artificial intelligence systems interact with enterprise data and infrastructure. It acts as a centralized control plane that governs AI agents and applications, allowing organizations to define policies, enforce access rules automatically, and maintain full visibility over how AI tools operate across business systems. Instead of relying only on traditional identity-based permissions, Barndoor introduces context-aware governance, enabling administrators to control what actions an AI agent can perform based on factors such as the user operating the agent, the system being accessed, the type of data involved, and the specific task being attempted. It evaluates every AI request in real time and enforces policies before an action is executed, preventing unsafe or unauthorized operations from reaching internal systems or modifying sensitive information.Starting Price: $500 per month -
35
Zapper Edge
Zapper Edge
Zapper Edge: cloud-native, enterprise-grade Managed File Transfer (MFT) platform built for secure, compliant, & high-performance file movement across partners, vendors & applications. It serves as the control plane for file operations, enforcing zero-trust security, RBAC with defense-in-depth, SSO, PGP, CMK & policy-driven governance. The platform supports Data Lifecycle Management, Data Loss protection, file upload, download, preview, deletion, and bulk operations with fine-grained access control and immutable audit trails. SIEM-enabled incident reporting & real-time monitoring provide visibility for rapid detection, investigation, & compliance reporting. Azure-native by design, Zapper Edge delivers fast performance, horizontal scalability, zero-ops deployment, and built-in data residency controls. It also includes an AI Agent Orchestration layer with governed API-based data access and a RAG Foundry that enables micro-level, approved data subsets for safe and simplified RAG.Starting Price: $249/month -
36
Chef
Progress Software
Chef turns infrastructure into code. With Chef, you can automate how you build, deploy, and manage your infrastructure. Your infrastructure becomes as versionable, testable, and repeatable as application code. Chef Infrastructure Management ensures configurations are applied consistently in every environment with infrastructure management automation. Chef Compliance makes it easy to maintain and enforce compliance across the enterprise. Deliver successful application outcomes consistently at scale with Chef App Delivery. Chef Desktop allows IT teams to automate the deployment, management, and ongoing compliance of IT resources. Ensure configurations are applied consistently in every environment. Powerful policy-based configuration management system software. Runbook automation to consistently define, package & deliver applications. IT automation & DevOps dashboards for operational visibility. -
37
OneTrust Data Use Governance
OneTrust
OneTrust Data Use Governance is a data governance solution that helps organizations apply and enforce data usage policies across modern data and AI environments. As part of the OneTrust AI-Ready Governance Platform, it connects governance policies directly to native data controls to enable real-time, automated policy enforcement. The platform helps organizations accelerate responsible data access by replacing manual approval processes with policy-driven governance. It uses AI-powered data classification to identify structured and unstructured data while capturing business, regulatory, consent, and data context for more accurate governance decisions. Machine-readable labels and programmatic controls help ensure data is used according to its intended purpose while supporting compliance and audit requirements. -
38
F5 AI Guardrails is a runtime AI security solution designed to protect AI models, applications, agents, and connected data throughout deployment and operation. The platform helps organizations defend against adversarial threats such as prompt injection, jailbreak attacks, harmful outputs, and unauthorized AI behavior. It provides real-time monitoring and enforcement of security policies to prevent data leakage, compliance violations, and misuse of AI systems. Organizations can implement predefined guardrails or create customized policies tailored to specific business requirements and AI use cases. The platform also delivers observability, auditing, and governance capabilities that help organizations maintain visibility into AI interactions and regulatory compliance. By combining threat protection, data security, and AI governance, F5 AI Guardrails helps enterprises operate AI systems more safely and responsibly.
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39
Azure Policy
Microsoft
Reduce the time needed to audit your environments by having all your compliance data in a single place. Set guardrails throughout your resources to help ensure cloud compliance, avoid misconfigurations, and practice consistent resource governance. Reduce the number of external approval processes by implementing policies at the core of the Azure platform for increased developer productivity. Control and optimize your cloud spend to get more value from your investment. -
40
DigitalAPI
DigitalAPI
DigitalAPI is a unified API management platform designed to help organizations manage the full lifecycle of APIs, events, and agents across multiple environments. It centralizes API discovery, governance, deployment, and monetization into a single control plane. The platform enables businesses to manage APIs across different gateways and cloud infrastructures with enhanced visibility and control. It includes tools like a lightweight API gateway, developer portal, and external API marketplace for improved accessibility and adoption. DigitalAPI also supports AI-ready capabilities, allowing APIs to be integrated with agent-based workflows and automation. Its governance features ensure security, compliance, and structured API management at scale. Overall, DigitalAPI helps organizations streamline API operations and unlock new revenue opportunities.Starting Price: $99 per month -
41
Syrix
Syrix
Syrix is an automated SaaS security platform built specifically for Microsoft 365 environments to help organizations continuously enforce security controls, reduce configuration risks, and maintain compliance. The platform automatically detects and remediates Microsoft 365 misconfigurations, governs privileged access, and monitors identity-related security risks without requiring agents or complex infrastructure changes. Syrix provides continuous enforcement of security policies across Microsoft Entra ID, Exchange Online, SharePoint, OneDrive, Teams, Power BI, and Microsoft Defender using native Microsoft APIs. The platform also includes identity and access governance tools that help organizations review privileged roles, manage guest accounts, enforce least-privilege access, and control risky OAuth permissions. Syrix maps security controls to compliance frameworks such as CIS, CISA SCuBA, NIST, ISO 27001, SOC 2, GDPR, and HIPAA.Starting Price: $5/month -
42
Idira
Idira by Palo Alto Networks
Idira is Palo Alto Networks’ next-generation identity security platform built for the AI enterprise, designed to secure every human, machine, and agentic identity through one unified control plane. It modernizes privileged access management by extending privilege controls beyond administrators to every identity that can access sensitive systems, data, applications, cloud services, workloads, endpoints, secrets, certificates, SSH keys, and AI agents. It discovers identity risk, applies privilege dynamically, and governs the full lifecycle from first access to final session. Idira replaces static, always-on access with dynamic privilege, just-in-time access, zero standing privilege, continuous verification, policy-driven controls, and real-time enforcement based on identity, device, and context. For human identities, it unifies privileged access, workforce access, endpoint privilege management, and identity governance, helping organizations reduce privilege sprawl. -
43
Jade OMNI AI
Jade Global
Jade OMNI AI is designed for enterprises that want to operationalize AI without losing control, transparency, or accountability. Rather than offering generic AI tools, the platform provides purpose-built AI agents that work within real business processes and enterprise guardrails. The platform focuses on applying AI where it creates tangible value—monitoring systems, analyzing operational signals, assisting teams with decisions, and automating repetitive workflows. Each agent operates with defined boundaries, human oversight, and explainable outputs, ensuring AI supports teams instead of replacing them. Jade OMNI AI integrates with existing enterprise systems, data platforms, and workflows, allowing organizations to activate AI without disrupting core operations. Its architecture emphasizes governance, security, and scalability, making it suitable for regulated and complex environments. -
44
InProd
InProd Solutions Pty Ltd
InProd brings modern software delivery practices, including CI/CD, Infrastructure-as-Code, and automated change management, to Genesys Cloud and Genesys Engage contact centers. It integrates with Git to version-control your Genesys configuration and automate promotions across environments while intelligently handling environment-specific differences. The platform's auditing engine logs every configuration change with full object comparison, enabling teams to pinpoint the root cause of incidents quickly and revert precisely, whether that is a single parameter or an entire environment state. Change automation capabilities let engineering teams build custom workflows: trigger external testing tools, enforce governance rules, auto-complete agent onboarding, or prevent unauthorized modifications. InProd is the DevOps backbone for serious Genesys operations teams.Starting Price: $2/month/user -
45
Core42
Core42
Core42 delivers sovereign AI and cloud solutions that help individuals, enterprises, and nations unlock the full potential of AI through secure, scalable, and performance-driven infrastructure. Its AI Cloud is a full-stack platform built for the entire intelligence lifecycle, from data movement and training to optimization, fine-tuning, deployment, governance, and production inference. It gives AI builders access to leading accelerators, integrated tools, orchestration, high-performance storage, and expert support so they can train, fine-tune, and deploy agentic and inference workloads faster. Core42 AI Cloud supports GenAI services, model hosting and inference, AI operations, and infrastructure as a service, enabling teams to build and scale next-generation AI applications with confidence and speed. Its GenAI services help accelerate innovation with agents, retrieval-augmented generation, guardrails, and fine-tuning. -
46
Upbound
Upbound
With managed control planes, platform teams can scale to tens of thousands of resources with confidence. Get centralized control of any cloud service providers and any cloud-native tools. Manage all of your cloud infrastructure in one place – any cloud, any cloud native tooling. Upbound Spaces allows organizations to deploy managed control planes in their own environments for compliance and data privacy. Upbound is democratizing the best-kept secret in cloud computing — the control plane. By leveraging custom APIs, cloud engineers are no longer hindered by configuration drift, multiplying workspaces, and frustrated developers. With Upbound, platform engineers get centralized control, governance, and stability and developers get the freedom of self-service. -
47
MontyCloud DAY2
MontyCloud
MontyCloud offers an autonomous CloudOps platform designed to simplify cloud management and operations. It enables IT teams to provision, manage, and operate AWS infrastructure efficiently without the need for specialized cloud skills. It provides comprehensive visibility into cloud inventories, security, compliance, and costs, empowering organizations to optimize their cloud environments effectively. Provide cloud project workspaces and sandbox environments for users to access cloud services securely. Implement autonomous governance with invisible guardrails that deliver better cloud security, compliance, cost optimization, and adherence to well-architected best practices. Get comprehensive visibility & control across your cloud infrastructure and services. Gain insights into resource usage, performance, and cost to make data-driven decisions. Effortlessly manage and monitor your cloud environment while maintaining full control over access, security, and compliance. -
48
HyTrust
HyTrust
In a multi-cloud world where technology moves at lightning speed and security often plays catchup, organizations face the daunting challenge of eliminating the gaps and resolving the inconsistencies in policy enforcement and adherence to compliance mandates. HyTrust CloudControl provides advanced privileged user access control, policy enforcement, forensic and automated compliance for private clouds. HyTrust DataControl provides powerful data-at-rest encryption and integrated key management for workloads running in any cloud environment. Encrypting workloads helps enterprises to ensure their data is protected. One of the challenges of workload encryption is scaling the management of encryption keys. HyTrust’s mission is to make private, public and hybrid cloud infrastructure more trustworthy for enterprises, service providers and government agencies. HyTrust provides solutions that automate security controls for software-defined computing, networking and storage workloads. -
49
SAS Viya
SAS
SAS Viya is a cloud-native data and AI platform that unifies data management, analytics, AI modeling, and governance within a single environment. The platform helps organizations build, validate, deploy, and govern AI models with transparency, fairness, and auditability built into the entire lifecycle. SAS Viya provides seamless access to data across multiple sources and platforms while maintaining governance, lineage tracking, and compliance controls. Businesses can use the platform to accelerate AI model training, improve workflow productivity, and operationalize data-driven decisions at scale. SAS Viya also supports AI agents through the SAS Viya MCP Server, enabling secure integration of AI-powered tools and decision-making processes. The platform is designed to support cloud, hybrid, and on-premises deployments for greater flexibility across enterprise environments. -
50
GraphBit
GraphBit
GraphBit is an enterprise-grade agentic AI framework built to run critical AI systems with security, governance, and predictable production performance. It combines a Rust execution core with a Python wrapper to give developers high-performance orchestration with the accessibility of Python, helping teams build reliable multi-agent workflows with minimal CPU and memory usage. GraphBit is designed around the layers that reduce risk, including interfaces, configuration, models, tools, actions, memory, orchestration, and observability. It integrates into existing apps, powers custom AI interfaces, and lets users interact through familiar workflows with controlled actions. Teams can define policies, rules, and guardrails centrally, while GraphBit enforces behavior without changing application code. It supports LLMs and multimodal models from multiple providers, allowing teams to swap models freely without breaking workflows or governance.
