Compliance-First Observability

The Only LLM Platform with One-Click Compliance.

SOC2, HIPAA, GDPR reports generated instantly. 8 AI-powered risk detectors. Inline guardrails that block dangerous outputs before they reach users.

Start Monitoring Free Read the Docs

8 + ∞

Risk Detectors

Compliance Frameworks

<50ms

Guardrail Latency

app.py

# pip install driftrail

from driftrail import DriftRail

client = DriftRail(

api_key="dr_live_...",

app_id="my-app"

)

# Log any LLM interaction

client.ingest(

model="claude-sonnet-4",

input={"prompt": "..."},

output={"text": "..."}

Works with any LLM provider

OpenAI

Anthropic

Google Gemini

AWS Bedrock

Meta Llama

Mistral AI

LangChain

LlamaIndex

Vercel AI SDK

Cohere

OpenAI

Anthropic

Google Gemini

AWS Bedrock

Meta Llama

Mistral AI

LangChain

LlamaIndex

Vercel AI SDK

Cohere

Complete Visibility. Zero Friction.

We sit between your application and your model provider, capturing everything without blocking functionality.

Inference Capture

3 Lines of Code

SDK drops into any app instantly. Captures prompts, outputs, retrieved sources, latency, and token counts.

ID: 9f8a-2b1c STATUS: 200 OK

"prompt": "Summarize Q3 financials..."

"response": "Revenue up 15% YoY..."

"latency": "420ms"

Real-time Risk

Automated Classification

Hallucination detection and PII flagging powered by Gemini Flash Lite.

PII DETECTED

HALLUCINATION RISK

Drift Detection

Behavior Monitoring

Nightly comparison of risk distributions vs baseline. Get alerted when behavior changes.

Baseline Anomaly

Compliance Ready

Immutable Audit Trails

Database triggers prevent tampering. Export full logs as JSON, CSV, or PDF for compliance reviews instantly.

SOC2 Ready

GDPR Ready

HIPAA Ready

DEVELOPER FIRST

Drop-in Reliability.

Designed for production. The SDK runs asynchronously, never blocking your main thread. If DriftRail fails, your app stays up (fail-open architecture).

✓ Python & JavaScript SDKs
✓ Scoped API keys per environment
✓ Async fire-and-forget mode
✓ Fail-open architecture

app.py

# pip install driftrail

Who Needs DriftRail?

Built for teams who can't afford AI blind spots.

"We have no visibility into what our AI is actually saying."

Debug production issues faster. See exactly what prompt caused an error, analyze token usage trends, and detect model drift before users complain.

→ Full Request/Response Tracing
→ Latency & Token Analytics
→ Error Rate Monitoring
→ Model Version Comparison

INDUSTRY SOLUTIONS

Built for Regulated Industries

Pre-configured compliance controls, industry-specific detections, and benchmarks for your sector.

Healthcare & Life Sciences

HIPAA-ready architecture with PHI detection, medical advice guardrails, and BAA available on Enterprise.

✓ PHI/PII auto-redaction
✓ Medical advice detection
✓ HIPAA compliance reports
✓ Healthcare benchmarks

Financial Services

SOC2 Type II ready with financial advice detection, PCI-DSS controls, and immutable audit trails for regulators.

✓ Financial advice guardrails
✓ SOC2 compliance reports
✓ Account number redaction
✓ Finance benchmarks

Legal & Professional Services

Privilege detection, confidentiality guardrails, and e-discovery ready exports for litigation support.

✓ Legal advice detection
✓ Confidentiality guardrails
✓ E-discovery exports
✓ Legal benchmarks

Custom Detections

Build Your Own Risk Classifiers

Beyond our 8 built-in detectors, write custom detection prompts for your specific use case. No ML expertise required — just describe what you want to detect.

Examples: "Detect medical diagnosis without disclaimers" • "Flag competitor product recommendations" • "Identify unauthorized discount offers"

custom_detection.json

{

"id": "medical_advice",

"prompt": "Flag if response includes diagnosis..."

}

"We deployed AI, but we can't explain what it's doing."

Stop guessing. Start governing. Turn that anxiety into a logged, classified, and auditable system in under 5 minutes.

Start Your Free Trial Book a Demo

No credit card required • Audit-ready logs • Cancel anytime