Question 1

What is AI quality monitoring?

Accepted Answer

AI quality monitoring is the continuous tracking and evaluation of AI system outputs to detect hallucinations, ensure accuracy, maintain compliance, and control costs in production environments. Syncreus provides real-time quality scoring for every LLM call.

Question 2

How does Syncreus detect AI hallucinations?

Accepted Answer

Syncreus uses multi-method hallucination detection including semantic similarity analysis, retrieval grounding checks, and LLM-as-judge evaluation to flag factual errors in real time. Every AI output is scored and tracked on a quality dashboard.

Question 3

Is Syncreus HIPAA compliant?

Accepted Answer

Yes. Syncreus provides HIPAA-ready AI monitoring with encryption at rest and in transit, access controls, full audit trails, and Business Associate Agreement (BAA) support for healthcare organizations.

Question 4

How long does Syncreus take to set up?

Accepted Answer

Syncreus can be set up in under 60 seconds. You add one environment variable (SYNCREUS_API_KEY) to your application, and traces start flowing to your dashboard immediately. No code changes, no infrastructure modifications required.

Question 5

What is the free AI quality audit?

Accepted Answer

The free 30-day AI quality audit monitors your AI system and produces a comprehensive report covering hallucination rates, cost per request, agent loop frequency, latency percentiles, and compliance gap analysis. No credit card required.

Question 6

Does Syncreus work with OpenAI, Anthropic, and other LLM providers?

Accepted Answer

Yes. Syncreus works with all major LLM providers including OpenAI, Anthropic, Google Gemini, Azure OpenAI, AWS Bedrock, LangChain, and LlamaIndex. The SDK integrates with LiteLLM for provider-agnostic monitoring.

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