LLM observability with one-click compliance

Monitor every AI interaction. Generate SOC2, HIPAA, GDPR reports instantly. Block dangerous outputs before they reach users.

Start monitoring free Read the docs
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app.ts
// npm install @driftrail/sdk
import { DriftRail } from '@driftrail/sdk'
const client = new DriftRail({
apiKey: 'dr_live_...',
appId: 'my-app'
})
// Log any LLM interaction
await client.ingest({
model: 'gpt-5',
provider: 'openai',
input: { prompt: userMessage },
output: { text: aiResponse }
})|
Interactive Demo

Experience the platform

Watch our AI Playground and Executive Dashboard in action

driftrail.com/playground

AI Playground

Test models with real-time safety monitoring

47 / 50
Model
⚡ Gemini Flash Lite
Guardrails
Detections
Try the full platform free

No credit card required

Works with any LLM provider

OpenAI
Anthropic Anthropic
Google Gemini Google Gemini
AWS Bedrock AWS Bedrock
Meta Llama Meta Llama
Mistral AI Mistral AI
LangChain LangChain
LlamaIndex LlamaIndex
Vercel AI SDK Vercel AI SDK
Cohere Cohere
OpenAI
Anthropic Anthropic
Google Gemini Google Gemini
AWS Bedrock AWS Bedrock
Meta Llama Meta Llama
Mistral AI Mistral AI
LangChain LangChain
LlamaIndex LlamaIndex
Vercel AI SDK Vercel AI SDK
Cohere 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.ts
// npm install @driftrail/sdk

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..."
}
TEAM INTEGRATIONS

Alerts Where Your Team Works

Get instant notifications for high-risk events, drift detection, and compliance violations in your team's communication channels.

Slack

Rich Block Kit messages with actionable buttons. Acknowledge, investigate, or resolve incidents directly from Slack.

Block Kit Threads Actions

Microsoft Teams

Adaptive Cards with full incident details. Integrates with your existing Teams workflows and channels.

Adaptive Cards Connectors

Discord

Webhook embeds with color-coded severity. Perfect for dev teams and open-source projects.

Embeds Webhooks

Alert Types

High Risk Events
Drift Detected
Volume Anomaly
Critical Incidents

View setup instructions →

"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.

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