# Unified AI Control Plane alternatives and competitors (2026) The closest Unified AI Control Plane alternatives are [KonaSense](https://cybersectools.com/tools/konasense), [Ovalix Public AI Apps Security](https://cybersectools.com/tools/ovalix-public-ai-apps-security) and [AI Classification](https://cybersectools.com/tools/ai-classification). Picking an Unified AI Control Plane alternative comes down to fit: AI Governance coverage, your environment, your integrations and your budget. So each option below shows what it covers, how it deploys, its pricing model and the company behind it. 43 alternatives. Closest matches: KonaSense, Ovalix Public AI Apps Security, AI Classification. ## The product [Unified AI Control Plane](https://cybersectools.com/tools/unified-ai-control-plane) by Singulr AI Unified platform for AI governance, security testing, and runtime protection Category: [AI Security](https://cybersectools.com/categories/ai-security) · Pricing model: Commercial ## Unified AI Control Plane alternatives and competitors Unified AI Control Plane is a commercial [AI Governance](https://cybersectools.com/categories/ai-governance) solution made by Singulr AI. The closest matches by shared tags and NIST CSF 2.0 coverage are [KonaSense](https://cybersectools.com/tools/konasense), [Ovalix Public AI Apps Security](https://cybersectools.com/tools/ovalix-public-ai-apps-security), [AI Classification](https://cybersectools.com/tools/ai-classification), [CBRX AI Security & Governance](https://cybersectools.com/tools/cbrx-ai-security-and-governance), and [FireTail AI Governance](https://cybersectools.com/tools/firetail-ai-governance). All 43 alternatives on this page are ranked the same way. ## The closest Unified AI Control Plane alternatives These 8 solutions overlap most with Unified AI Control Plane. Each one says what the product does and, when the overlap is big enough, which capabilities it shares. ### 1. [KonaSense](https://cybersectools.com/tools/konasense) Platform governing human-to-AI interactions with policy enforcement & audit trails. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 10 listed. See them on the [KonaSense page](https://cybersectools.com/tools/konasense#features). [KonaSense alternatives](https://cybersectools.com/alternatives/konasense) · [Unified AI Control Plane vs KonaSense](https://cybersectools.com/compare/konasense-vs-unified-ai-control-plane) ### 2. [Ovalix Public AI Apps Security](https://cybersectools.com/tools/ovalix-public-ai-apps-security) Platform securing public & third-party AI app usage via shadow AI discovery & DLP. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 5 listed. See them on the [Ovalix Public AI Apps Security page](https://cybersectools.com/tools/ovalix-public-ai-apps-security#features). [Ovalix Public AI Apps Security alternatives](https://cybersectools.com/alternatives/ovalix-public-ai-apps-security) · [Unified AI Control Plane vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/ovalix-public-ai-apps-security-vs-unified-ai-control-plane) ### 3. [AI Classification](https://cybersectools.com/tools/ai-classification) AI platform that correlates enterprise telemetry to detect risk & generate policy. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 9 listed. See them on the [AI Classification page](https://cybersectools.com/tools/ai-classification#features). [AI Classification alternatives](https://cybersectools.com/alternatives/ai-classification) · [Unified AI Control Plane vs AI Classification](https://cybersectools.com/compare/ai-classification-vs-unified-ai-control-plane) ### 4. [CBRX AI Security & Governance](https://cybersectools.com/tools/cbrx-ai-security-and-governance) AI security consulting for governance, compliance, and secure AI system design [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 10 listed. See them on the [CBRX AI Security & Governance page](https://cybersectools.com/tools/cbrx-ai-security-and-governance#features). [CBRX AI Security & Governance alternatives](https://cybersectools.com/alternatives/cbrx-ai-security-and-governance) · [Unified AI Control Plane vs CBRX AI Security & Governance](https://cybersectools.com/compare/cbrx-ai-security-and-governance-vs-unified-ai-control-plane) ### 5. [FireTail AI Governance](https://cybersectools.com/tools/firetail-ai-governance) Centralized AI governance platform for monitoring and enforcing AI usage policies. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 9 listed. See them on the [FireTail AI Governance page](https://cybersectools.com/tools/firetail-ai-governance#features). [FireTail AI Governance alternatives](https://cybersectools.com/alternatives/firetail-ai-governance) · [Unified AI Control Plane vs FireTail AI Governance](https://cybersectools.com/compare/firetail-ai-governance-vs-unified-ai-control-plane) ### 6. [Trust3 AI Platform](https://cybersectools.com/tools/trust3-ai) Unified data & AI governance platform with PBAC, policy automation & observability. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 10 listed. See them on the [Trust3 AI Platform page](https://cybersectools.com/tools/trust3-ai#features). [Trust3 AI Platform alternatives](https://cybersectools.com/alternatives/trust3-ai) · [Unified AI Control Plane vs Trust3 AI Platform](https://cybersectools.com/compare/trust3-ai-vs-unified-ai-control-plane) ### 7. [Golf Governance](https://cybersectools.com/tools/golf-governance) MCP control plane for AI agent governance, audit, and policy enforcement. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 10 listed. See them on the [Golf Governance page](https://cybersectools.com/tools/golf-governance#features). [Golf Governance alternatives](https://cybersectools.com/alternatives/golf-governance) · [Unified AI Control Plane vs Golf Governance](https://cybersectools.com/compare/golf-governance-vs-unified-ai-control-plane) ### 8. [Shadow Defend](https://cybersectools.com/tools/shadowdefend) Browser extension for AI governance: discovers, monitors & controls AI tool use. [AI Governance](https://cybersectools.com/categories/ai-governance) · Commercial Key features: 9 listed. See them on the [Shadow Defend page](https://cybersectools.com/tools/shadowdefend#features). [Shadow Defend alternatives](https://cybersectools.com/alternatives/shadowdefend) · [Unified AI Control Plane vs Shadow Defend](https://cybersectools.com/compare/shadowdefend-vs-unified-ai-control-plane) ## All 43 products like Unified AI Control Plane The 8 above, plus: - [Archer AI Governance](https://cybersectools.com/tools/archer-ai-governance): AI governance module for inventorying AI, applying EU AI Act controls, and assessing risk (Commercial) - [Witness Control](https://cybersectools.com/tools/witness-control): AI security platform with guardrails, policy enforcement, and data redaction (Commercial) - [SUPERWISE Platform](https://cybersectools.com/tools/superwise-platform): AI governance platform for monitoring, controlling, and auditing AI models & agents (Commercial) - [Adeptiv AI - AI Governance Platform](https://cybersectools.com/tools/adeptiv-ai-ai-governance-platform): AI governance platform for AI risk assessment, compliance, and monitoring. (Commercial) - [Calvin Risk Calvin Platform](https://cybersectools.com/tools/calvin-risk-calvin-platform): AI governance & testing platform for ML models and LLMs in FinServ. (Commercial) - [First Recon AI Multi-Model AI Chat](https://cybersectools.com/tools/first-recon-ai-multi-model-ai-chat): Governed multi-AI provider workspace with DLP, firewall, and audit controls. (Commercial) - [Keyboard.dev](https://cybersectools.com/tools/keyboarddev): Secure AI governance control plane for enterprise AI tool access mgmt. (Commercial) - [Pangea AI Detection & Response (AIDR)](https://cybersectools.com/tools/pangea-ai-detection-and-response-aidr): AI security platform for detecting threats and governing LLM usage across orgs. (Commercial) - [Sovereign AI Governance](https://cybersectools.com/tools/sovereign-ai-governance): AI governance gateway enforcing policy, isolation, key mgmt, and audit for AI usage. (Commercial) - [BeeSensible](https://cybersectools.com/tools/beesensible): AI usage governance: shadow AI discovery, AI register and sensitive data masking (Commercial) - [Zscaler SPLX AI Governance & Compliance](https://cybersectools.com/tools/zscaler-splx-ai-governance-and-compliance): AI governance & compliance platform for policy alignment & risk monitoring (Commercial) - [RadarFirst Radar AI Risk](https://cybersectools.com/tools/radarfirst-radar-ai-risk): AI governance platform for risk assessment and regulatory compliance (Commercial) - [Terralogic AI Sec Ops Agent](https://cybersectools.com/tools/terralogic-ai-sec-ops-agent): AI-powered security agent for monitoring AI system usage and enforcing policies (Commercial) - [Credo AI](https://cybersectools.com/tools/credo-ai): AI governance platform for managing AI risk, compliance, and policy enforcement (Commercial) - [Saidot AI Governance Platform](https://cybersectools.com/tools/saidot-ai-governance-platform): AI governance platform for risk mgmt, compliance, and EU AI Act requirements (Commercial) - [Cranium AI Governance Platform](https://cybersectools.com/tools/cranium-ai-governance-platform): AI governance platform for discovering, testing, and ensuring compliance of AI systems. (Commercial) - [Zendata AI Governance & Data Privacy](https://cybersectools.com/tools/zendata-ai-governance-and-data-privacy): AI risk signal platform for data privacy and governance across apps and pipelines. (Commercial) - [Lumia AI Usage Control](https://cybersectools.com/tools/lumia-security): Network-based platform for visibility and policy enforcement over AI app usage. (Commercial) - [Nexos.ai](https://cybersectools.com/tools/nexosai): Unified AI platform with multi-LLM access, agents, governance, and DLP. (Commercial) - [AI Score](https://cybersectools.com/tools/ai-score): Centralized AI governance & risk management platform for enterprises. (Commercial) - [Deepchecks LLM Evaluation](https://cybersectools.com/tools/deepchecks-llm-evaluation): Enterprise LLM evaluation, monitoring & observability platform for AI in production. (Commercial) - [NeuralTrust Prevent Shadow AI](https://cybersectools.com/tools/neuraltrust-prevent-shadow-ai): Detects & governs unauthorized AI tool usage by employees via browser agent. (Commercial) - [Neo Agentic Software Control](https://cybersectools.com/tools/neo): Agentic software control, enabling security teams to find, assess, and govern AI agents (Commercial) - [AI Visibility & Governance](https://cybersectools.com/tools/ai-visibility-and-governance): Mobile-native platform for discovering, monitoring, and governing AI app usage. (Commercial) - [Airia AI Platform](https://cybersectools.com/tools/airia-ai-platform): Enterprise AI platform unifying orchestration, security, and governance for AI. (Commercial) - [mgm sp AI Governance](https://cybersectools.com/tools/mgm-sp-ai-governance): Consulting service for establishing AI governance and compliance frameworks (Commercial) - [Enkrypt AI Policy Engine](https://cybersectools.com/tools/enkrypt-ai-policy-engine): Converts AI governance policies and regulations into enforceable controls. (Commercial) - [Kovrr AI Security and Governance Platform](https://cybersectools.com/tools/kovrr-ai-risk-governance-suite): Discovers AI tools and agents in use and quantifies AI risk in financial terms (Commercial) - [Modulos AI Governance Platform](https://cybersectools.com/tools/modulos-ai-governance-platform): AI governance platform for managing AI system lifecycle and compliance (Commercial) - [LangGuard AI Control Plane](https://cybersectools.com/tools/langguard-ai-control-plane): AI control plane for governance, monitoring, and orchestration of AI agents (Commercial) - [AI Governance, Risk Management, and Compliance](https://cybersectools.com/tools/ai-governance-risk-management-and-compliance): AI governance, risk mgmt, and compliance platform for enterprise AI systems (Commercial) - [Scytale ISO 42001 Compliance Solution](https://cybersectools.com/tools/scytale-iso-42001-compliance-solution): All-in-one platform for achieving ISO 42001 AI compliance certification. (Commercial) - [Cygeniq AI](https://cybersectools.com/tools/hexashield-ai): AI security platform offering both Security for AI and AI for Security. (Commercial) - [PromptArmor Transparency Platform](https://cybersectools.com/tools/promptarmor-transparency-platform): AI transparency platform for vendors to document AI security posture for procurement. (Commercial) - [PointGuard AI Discovery](https://cybersectools.com/tools/pointguard-ai-discovery): Discovers, inventories, and governs AI assets across MLOps platforms. (Commercial) ## Alternatives to each of these [KonaSense alternatives](https://cybersectools.com/alternatives/konasense) · [Ovalix Public AI Apps Security alternatives](https://cybersectools.com/alternatives/ovalix-public-ai-apps-security) · [AI Classification alternatives](https://cybersectools.com/alternatives/ai-classification) · [CBRX AI Security & Governance alternatives](https://cybersectools.com/alternatives/cbrx-ai-security-and-governance) · [FireTail AI Governance alternatives](https://cybersectools.com/alternatives/firetail-ai-governance) · [Trust3 AI Platform alternatives](https://cybersectools.com/alternatives/trust3-ai) · [Golf Governance alternatives](https://cybersectools.com/alternatives/golf-governance) · [Shadow Defend alternatives](https://cybersectools.com/alternatives/shadowdefend) · [Archer AI Governance alternatives](https://cybersectools.com/alternatives/archer-ai-governance) · [Witness Control alternatives](https://cybersectools.com/alternatives/witness-control) · [SUPERWISE Platform alternatives](https://cybersectools.com/alternatives/superwise-platform) · [Adeptiv AI - AI Governance Platform alternatives](https://cybersectools.com/alternatives/adeptiv-ai-ai-governance-platform) ## Other Singulr AI products [AI Risk & Compliance Management alternatives](https://cybersectools.com/alternatives/ai-risk-and-compliance-management) ## Compare Unified AI Control Plane with - [Unified AI Control Plane vs KonaSense](https://cybersectools.com/compare/konasense-vs-unified-ai-control-plane) - [Unified AI Control Plane vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/ovalix-public-ai-apps-security-vs-unified-ai-control-plane) - [Unified AI Control Plane vs AI Classification](https://cybersectools.com/compare/ai-classification-vs-unified-ai-control-plane) - [Unified AI Control Plane vs CBRX AI Security & Governance](https://cybersectools.com/compare/cbrx-ai-security-and-governance-vs-unified-ai-control-plane) - [Unified AI Control Plane vs FireTail AI Governance](https://cybersectools.com/compare/firetail-ai-governance-vs-unified-ai-control-plane) - [Unified AI Control Plane vs Trust3 AI Platform](https://cybersectools.com/compare/trust3-ai-vs-unified-ai-control-plane) - [Unified AI Control Plane vs Golf Governance](https://cybersectools.com/compare/golf-governance-vs-unified-ai-control-plane) - [Unified AI Control Plane vs Shadow Defend](https://cybersectools.com/compare/shadowdefend-vs-unified-ai-control-plane) ## Unified AI Control Plane Alternatives FAQ ### What are the closest alternatives to Unified AI Control Plane? The closest matches to Unified AI Control Plane by shared tags and NIST CSF 2.0 coverage are KonaSense, Ovalix Public AI Apps Security, AI Classification, CBRX AI Security & Governance, and FireTail AI Governance. All of them are AI Governance products. ### How many alternatives to Unified AI Control Plane are available? This page shows 43 alternatives to Unified AI Control Plane, all in the AI Governance category. Each one is matched on shared tags and NIST CSF 2.0 areas, and the closest matches rank first. ### Is Unified AI Control Plane free or commercial? Unified AI Control Plane is a commercial AI Governance product. It needs a paid license or subscription. Only commercial alternatives are listed here. Free and open source products are under /free. ### What type of solution is Unified AI Control Plane? Unified AI Control Plane is a AI Governance product in the AI Security category. You can compare it with the 43 other AI Governance products on this page. --- Source: https://cybersectools.com/alternatives/unified-ai-control-plane For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any product or compare page has a Markdown copy too (add .md to its URL). More on Unified AI Control Plane and its alternatives: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=alternatives-md