KoraSafe

Choose the right AI governance platform

Every organization has different governance needs. Here is how KoraSafe compares to the platforms you are likely evaluating.

Our approach to comparisons. We respect every platform in this space. The AI governance market needs more solutions, not fewer. Comparisons here focus on architectural differences and feature scope. We update them quarterly and welcome corrections at info@korasafe.ai.

The AI governance landscape

Four categories of vendors address AI governance today. Specialized point solutions, agent-focused platforms, evaluation and observability tools, and established incumbents adding AI modules.

Purpose-built platforms for AI risk, compliance, and governance. Designed from the ground up for AI-specific challenges, not adapted from legacy GRC or data tools.
KoraSafe Credo AI Holistic AI Pacific AI Fairly AI Cranium Saidot Naaia Trustible AI Enzai FairNow acq. AuditBoard
Platforms focused on monitoring, securing, and enforcing controls for autonomous AI agents. Guardian agents, trust scoring, and real-time action blocking.
KoraSafe Vijil Zenity NeuralTrust SafeAlign AI Cato Networks AvePoint AgentPulse Rencore Syskit
Performance tracking, explainability, hallucination detection, and model testing. Essential instrumentation for governing probabilistic AI systems.
Fiddler AI Arize AI (Phoenix) Braintrust Confident AI (DeepEval) Weights & Biases Deepchecks Galileo Patronus AI LangChain (LangSmith) Langfuse
Large-scale data governance, GRC, and privacy platforms that have added AI governance layers. Broad ecosystem reach, but AI governance is one module among many.
IBM watsonx.governance OneTrust Collibra Informatica Microsoft Purview ServiceNow AuditBoard Archer LogicGate Monitaur ModelOp Robust Intelligence acq. Cisco Protect AI acq. Palo Alto
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KoraSafe spans two categories. Built as a specialized AI governance platform with full lifecycle coverage (registry, risk, policy, compliance), KoraSafe also operates in the agent governance space with six Guardian Agents that enforce policies at runtime. No other vendor in this landscape covers both categories natively.
Comparison
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KoraSafe vs Credo AI
Credo AI leads the enterprise segment with Forrester Wave recognition and 30+ channel partners. KoraSafe enforces governance at runtime with Guardian Agents. Credo focuses on compliance workflows and evidence generation.
Runtime enforcement vs compliance-layer governance
MCP-native API vs platform integrations
Public pricing vs enterprise-only contracts
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Comparison
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KoraSafe vs Pacific AI
Pacific AI ships a free Policy Suite covering 250+ laws and a Governor registry. KoraSafe covers 131+ US state laws and adds runtime enforcement through Guardian Agents, which Pacific AI does not offer.
Runtime agents vs policy-and-registry tooling
MCP-native vs consulting-led deployment
Broad AI coverage vs healthcare vertical focus
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Comparison
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vs
H
KoraSafe vs Holistic AI
Holistic AI runs deeper algorithmic bias audits and offers shadow AI discovery. KoraSafe provides broader lifecycle governance with real-time enforcement across the full AI stack.
Full lifecycle governance vs audit-focused
Agent-native architecture vs ML model governance
Self-serve access vs enterprise-only
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Comparison
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vs
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KoraSafe vs Fiddler AI
Fiddler AI built its "Control Plane" around observability, explainability, and guardrails. KoraSafe adds policy-driven governance, regulatory mapping, and autonomous enforcement on top of monitoring.
Governance + enforcement vs observability + guardrails
Regulatory mapping vs model explainability
Agent-native vs model-centric architecture
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Comparison
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KoraSafe vs Vijil
Vijil focuses on agent security and resilience with Trust Scores, attack detection, and automated hardening. KoraSafe covers the full governance lifecycle from policy to enforcement, not just the security layer.
Full governance vs agent security
Regulatory compliance vs attack resilience
Policy engine vs trust scoring
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Comparison
K
vs
FA
KoraSafe vs Fairly AI
Fairly AI specializes in bias detection, model auditing, and compliance monitoring. KoraSafe covers the same ground and extends into runtime enforcement with Guardian Agents and MCP-native integration.
Runtime enforcement vs audit-and-monitor
MCP-native vs standard API integration
Agent governance vs model governance
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At-a-Glance comparison

Capabilities across the AI governance platforms buyers evaluate most frequently.

Capability KoraSafe Credo AI Pacific AI Holistic AI Fiddler AI Vijil
Registry & Discovery
AI System Registry✓✓✓✓✓Partial
Shadow AI DiscoveryNo✓No✓NoNo
Agent-Specific Registry✓✓NoNoPartial✓
Risk Assessment
Automated Risk Scoring✓✓✓✓✓Trust Score
Bias Detection✓✓Via GuardianAdvanced✓No
Red Team Testing✓Partial✓PartialNo✓
Model ExplainabilityPartial✓No✓AdvancedNo
Governance & Compliance
Policy Engine✓✓250+ laws✓BasicNo
Regulatory Mapping131+ US lawsEU AI Act, NIST30+ countries✓PartialNo
RACI / Workflow Engine✓✓✓✓NoNo
Compliance Reporting✓✓✓✓PartialAudit logs
Runtime Enforcement
Guardian Agents6 agentsNoNoNoNoNo
Real-time Policy Enforcement✓NoNoNoGuardrailsDome
Circuit Breakers✓NoNoNoNoPartial
Attack Detection / ResponsePartialNoNoNo✓Advanced
Architecture & Access
MCP-Native API✓NoNoNoNoNo
Agent-Based Architecture13 agentsGAIANoNoPartial✓
Free Tier✓NoPolicy SuiteNoLiteNo
Public Pricing✓NoNoNo✓No

Where KoraSafe stands apart

Runtime Enforcement
Six Guardian Agents enforce policies at inference time. Every other platform on this page stops at assessment. KoraSafe blocks violations before they reach production.
MCP-Native Architecture
KoraSafe is the only governance platform built on the Model Context Protocol. Agents communicate through MCP, making governance a first-class participant in your AI stack.
131+ US State Law Coverage
Regulatory mapping at the state level, not just federal frameworks. Colorado SB205, Illinois BIPA, NYC LL144, and 128 more. Pacific AI covers 30+ countries. Only KoraSafe goes deep on US state-level detail.
13 Specialized Agents
Each agent handles a discrete governance function: registry, risk scoring, bias detection, policy enforcement, compliance reporting, and more. Not a monolithic platform with modules bolted on.
Transparent Pricing
Free tier with no credit card. Public pricing for every plan. Credo AI, Holistic AI, Pacific AI, and Vijil all require a sales call. KoraSafe and Fiddler are the only platforms with published prices.
Deploy in Hours
API-first with 44 endpoints. Connect your AI stack, define policies, and start enforcing. No six-month implementation. No consulting engagement required.

Try KoraSafe free

Start with the free tier. No sales call, no credit card. See how runtime enforcement works in your stack.

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