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Alternatives directory

CalypsoAI alternatives

Vendors in the directory with the most taxonomy overlap with CalypsoAI — shared frameworks, capabilities, industries, and integrations.

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Last verified April 26, 2026

How this shortlist is built

Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.

If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.

At-a-glance

Alternative	Shared frameworks	Shared capabilities	Pricing
Fiddler AI	EU Artificial Intelligence Act, Health Insurance Portability and Accountability Act	Hallucination Detection, LLM Guardrails, LLM Evaluation +3	tiered	Compare
Arthur	Health Insurance Portability and Accountability Act	Hallucination Detection, LLM Guardrails, LLM Evaluation +4	tiered	Compare
ServiceNow AI Control Tower	EU Artificial Intelligence Act, Health Insurance Portability and Accountability Act, GDPR Article 22 — Automated Individual Decision-Making	Audit Logging, AI Incident Response	enterprise	Compare
Holistic AI	EU Artificial Intelligence Act	LLM Red Teaming, Audit Logging, LLM Guardrails +1	contact only	Compare
IBM watsonx.governance	EU Artificial Intelligence Act	Audit Logging, Hallucination Detection, LLM Guardrails +1	freemium	Compare
Credo AI	EU Artificial Intelligence Act	LLM Red Teaming, Audit Logging, LLM Guardrails	contact only	Compare

How each alternative compares

#1

Fiddler AI

AI observability and security platform for enterprise ML and LLM applications

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Capabilities Fiddler AI has that CalypsoAI doesn't

Model Monitoring
Bias & Fairness Testing
Explainability
Drift Detection
Agent Tracing

Capabilities CalypsoAI has that Fiddler AI doesn't

LLM Guardrails & Content Filtering
Prompt Management
AI Incident Response

Common ground: both serve Government & Public Sector.

#2

Arthur

Continuous evaluation platform for ML, GenAI, and Agentic AI

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Capabilities Arthur has that CalypsoAI doesn't

Model Monitoring
Bias & Fairness Testing
Explainability
Drift Detection
Agent Tracing

Capabilities CalypsoAI has that Arthur doesn't

LLM Guardrails & Content Filtering
AI Incident Response

#3

ServiceNow AI Control Tower

Take control of any AI from a central intelligent hub — connect your AI strategy, governance, and management across the enterprise.

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Capabilities ServiceNow AI Control Tower has that CalypsoAI doesn't

AI Model Inventory
Policy Management
Risk Assessment Workflow
Third-Party AI Vendor Risk
Third-Party AI Risk Management

Capabilities CalypsoAI has that ServiceNow AI Control Tower doesn't

LLM Red Teaming
LLM Guardrails
LLM Guardrails & Content Filtering
Hallucination Detection
Prompt Management

#4

Holistic AI

The end-to-end AI governance platform to discover, assess, mitigate, monitor and govern risk across every AI agent, model, and application.

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Capabilities Holistic AI has that CalypsoAI doesn't

AI Model Inventory
Risk Assessment Workflow
Bias & Fairness Testing
Model Monitoring
Audit Evidence Collection

Capabilities CalypsoAI has that Holistic AI doesn't

LLM Guardrails & Content Filtering
Prompt Management
LLM Observability
LLM Evaluation
AI Incident Response

#5

IBM watsonx.governance

Direct, manage and monitor your AI with a single solution that speeds up responsible, transparent and explainable AI.

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Capabilities IBM watsonx.governance has that CalypsoAI doesn't

AI Model Inventory
Model Monitoring
Bias & Fairness Testing
Explainability
Drift Detection

Capabilities CalypsoAI has that IBM watsonx.governance doesn't

LLM Red Teaming
LLM Guardrails & Content Filtering
Prompt Management
LLM Observability
AI Incident Response

#6

Credo AI

Govern AI Everywhere.

Compare side-by-side

Capabilities Credo AI has that CalypsoAI doesn't

AI Model Inventory
Policy Management
Risk Assessment Workflow
Bias & Fairness Testing
Model Monitoring

Capabilities CalypsoAI has that Credo AI doesn't

LLM Guardrails & Content Filtering
Hallucination Detection
Prompt Management
LLM Observability
LLM Evaluation

Common ground: both serve Government & Public Sector.

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