The closest Unified AI Control Plane alternatives are KonaSense, Ovalix Public AI Apps Security and 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 alternativesClosest matches: KonaSense, Ovalix Public AI Apps Security, AI ClassificationPage updated Nov 2026
The product
by Singulr AI
Unified platform for AI governance, security testing, and runtime protection
Unified AI Control Plane is a commercial AI Governance solution made by Singulr AI. The closest matches 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 43 alternatives on this page are ranked the same way.
These 8 solutions overlap most with Unified AI Control Plane. Each row says what the product does and, when the overlap is big enough, which capabilities it shares.
Platform governing human-to-AI interactions with policy enforcement & audit trails.
Key features: 10 listed. See them on the KonaSense page.
View KonaSenseKonaSense alternativesUnified AI Control Plane vs KonaSense
Platform securing public & third-party AI app usage via shadow AI discovery & DLP.
Key features: 5 listed. See them on the Ovalix Public AI Apps Security page.
View Ovalix Public AI Apps SecurityOvalix Public AI Apps Security alternativesUnified AI Control Plane vs Ovalix Public AI Apps Security
AI platform that correlates enterprise telemetry to detect risk & generate policy.
Key features: 9 listed. See them on the AI Classification page.
View AI ClassificationAI Classification alternativesUnified AI Control Plane vs AI Classification
AI security consulting for governance, compliance, and secure AI system design
Key features: 10 listed. See them on the CBRX AI Security & Governance page.
View CBRX AI Security & GovernanceCBRX AI Security & Governance alternativesUnified AI Control Plane vs CBRX AI Security & Governance
Centralized AI governance platform for monitoring and enforcing AI usage policies.
Key features: 9 listed. See them on the FireTail AI Governance page.
View FireTail AI GovernanceFireTail AI Governance alternativesUnified AI Control Plane vs FireTail AI Governance
Unified data & AI governance platform with PBAC, policy automation & observability.
Key features: 10 listed. See them on the Trust3 AI Platform page.
View Trust3 AI PlatformTrust3 AI Platform alternativesUnified AI Control Plane vs Trust3 AI Platform
MCP control plane for AI agent governance, audit, and policy enforcement.
Key features: 10 listed. See them on the Golf Governance page.
View Golf GovernanceGolf Governance alternativesUnified AI Control Plane vs Golf Governance
Browser extension for AI governance: discovers, monitors & controls AI tool use.
Key features: 9 listed. See them on the Shadow Defend page.
View Shadow DefendShadow Defend alternativesUnified AI Control Plane vs Shadow Defend
Platform governing human-to-AI interactions with policy enforcement & audit trails.
Platform securing public & third-party AI app usage via shadow AI discovery & DLP.
AI platform that correlates enterprise telemetry to detect risk & generate policy.
AI security consulting for governance, compliance, and secure AI system design
Centralized AI governance platform for monitoring and enforcing AI usage policies.
Unified data & AI governance platform with PBAC, policy automation & observability.
MCP control plane for AI agent governance, audit, and policy enforcement.
Browser extension for AI governance: discovers, monitors & controls AI tool use.
AI governance module for inventorying AI, applying EU AI Act controls, and assessing risk
AI security platform with guardrails, policy enforcement, and data redaction
AI governance platform for monitoring, controlling, and auditing AI models & agents
AI governance platform for AI risk assessment, compliance, and monitoring.
AI governance & testing platform for ML models and LLMs in FinServ.
Governed multi-AI provider workspace with DLP, firewall, and audit controls.
AI security platform for detecting threats and governing LLM usage across orgs.
AI governance gateway enforcing policy, isolation, key mgmt, and audit for AI usage.
AI usage governance: shadow AI discovery, AI register and sensitive data masking
AI governance & compliance platform for policy alignment & risk monitoring
AI governance platform for risk assessment and regulatory compliance
AI-powered security agent for monitoring AI system usage and enforcing policies
AI governance platform for managing AI risk, compliance, and policy enforcement
AI governance platform for risk mgmt, compliance, and EU AI Act requirements
AI governance platform for discovering, testing, and ensuring compliance of AI systems.
AI risk signal platform for data privacy and governance across apps and pipelines.
Network-based platform for visibility and policy enforcement over AI app usage.
Enterprise LLM evaluation, monitoring & observability platform for AI in production.
Detects & governs unauthorized AI tool usage by employees via browser agent.
Agentic software control, enabling security teams to find, assess, and govern AI agents
Mobile-native platform for discovering, monitoring, and governing AI app usage.
Enterprise AI platform unifying orchestration, security, and governance for AI.
Consulting service for establishing AI governance and compliance frameworks
Converts AI governance policies and regulations into enforceable controls.
Discovers AI tools and agents in use and quantifies AI risk in financial terms
AI governance platform for managing AI system lifecycle and compliance
AI control plane for governance, monitoring, and orchestration of AI agents
AI governance, risk mgmt, and compliance platform for enterprise AI systems
All-in-one platform for achieving ISO 42001 AI compliance certification.
AI transparency platform for vendors to document AI security posture for procurement.
Discovers, inventories, and governs AI assets across MLOps platforms.
Common questions when weighing 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.
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.
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.
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.
No AI Governance shortlist yet. This is the closest one.
Updated 2026-11-02
See the shortlist