Q.What is Janus primarily used for?
A.Janus is primarily used to battle-test AI agents through thousands of simulations to identify and surface hallucinations, rule violations, and tool-call/performance failures.
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Janus
★3.9
💬42
💲Free
Janus is an AI platform that runs thousands of simulations to test and improve AI agents. It identifies critical failures like hallucinations, rule violations, and tool errors, while offering actionable insights for improvement.
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Platform
web
AI agent performanceAI evaluationAI quality assuranceAI reliabilityAI safetyAI simulationAI testing
What is Janus?
Janus is an AI platform designed to battle-test and improve AI agents. It helps users identify critical failures such as hallucinations, rule violations, and tool-call issues by running thousands of simulations against chat and voice agents. Janus is ideal for developers, AI researchers, and organizations looking to ensure the reliability and performance of their AI models.
Core Technologies
- AI Simulation
- Natural Language Processing
- Machine Learning
Key Capabilities
- Hallucination Detection
- Rule Violation Detection
- Tool Error Surface
- Soft Evals
- Personalized Datasets
- Insights
- Human Simulation
Use Cases
- Testing and evaluating AI chat/voice agents for performance and reliability
- Benchmarking AI agent performance using realistic data
- Identifying and mitigating AI hallucinations and policy breaches
- Auditing AI agent outputs for bias or sensitivity before deployment
Core Benefits
- Comprehensive testing for various AI agent failures
- Utilizes human simulation for realistic testing
- Offers custom evaluations and personalized datasets
- Provides actionable insights for continuous improvement
- Scalable with thousands of simulations
Key Features
- Hallucination Detection: Identifies fabricated content and measures hallucination frequency.
- Rule Violation Detection: Catches policy breaks by detecting when an agent violates custom rule sets.
- Tool Error Surface: Spots failed API and function calls instantly to improve reliability.
- Soft Evals: Audits risky, biased, or sensitive outputs with fuzzy evaluations.
- Personalized Datasets & Custom Evals: Generates realistic evaluation data for benchmarking AI agent performance.
- Insights: Provides actionable guidance to boost agent performance with every evaluation run.
- Human Simulation: Tests AI agents with human-like interactions.
How to Use
- 1Generate custom populations of AI users to interact with your AI agents.
- 2Run thousands of simulations to identify performance issues and detect specific failures.
- 3Receive clear, actionable guidance for improving your AI agent's performance.
- 4Book a demo to see the platform in action.
Frequently Asked Questions
Q.What types of issues can Janus detect in AI agents?
A.Janus can detect hallucinations (fabricated content), rule violations (policy breaks), tool errors (failed API/function calls), and risky/biased/sensitive outputs through soft evaluations.
Q.How does Janus simulate user interactions?
A.Janus generates custom populations of AI users that interact with your AI agent, simulating human-like interactions to reveal performance issues.
Q.Does Janus provide guidance for improving AI agents?
A.Yes, Janus offers actionable guidance and insights with every evaluation run to help boost your agent's performance.
Pros & Cons (Reserved)
✓ Pros
- Comprehensive testing for various AI agent failures (hallucinations, rules, tools, bias).
- Utilizes human simulation for realistic and thorough testing.
- Offers custom evaluations and personalized datasets for tailored testing.
- Provides actionable insights for continuous model improvement.
- Scalable with thousands of AI simulations.
✗ Cons
- Pricing information is not publicly disclosed, requiring direct contact.
- Requires setup and integration for custom user populations and evaluations.
Alternatives
No alternatives found.