Real-time AI output governance

When your AI gets it wrong
Can you prove what happened?

A single unreviewed AI output can cost you a customer, a contract, or a compliance audit. Put a risk layer between your model and your users — every response scored and logged before it reaches anyone.

assessment →reviewlogged
Start free →Try it live — no account needed →
Used by AI teams in healthcare, legal, and SaaS during beta

“We were shipping AI features into a clinical workflow and had no way to know when outputs went sideways. Xelurel gave us a decision log we could actually show to our compliance team.”

Head of AI, healthcare SaaS — beta participant
< 100ms
Assessment latency
Zero
Raw content stored
One call
To integrate
Day one
Audit trail from first call
What Xelurel AI does

Score. Review. Record. Alert.

01

Score

Every AI output gets a risk score before it reaches a user. Your policy decides what passes, what gets flagged, and what gets blocked — in under 100ms.

regex · PII · LLM judge · < 100ms · any model
02

Review

Flagged outputs go to your team, not your users. Set the threshold, assign reviewers, and resolve edge cases before they turn into support tickets or mistakes.

queue · assignable · bulk approve / reject
03

Record

Every decision is logged with a timestamp, risk score, and the exact policy version that produced it. Prove what was active at any point in time. Export for audit. Roll back any policy change.

full history · exportable · version-stamped
04

Alert

Get notified the moment your AI crosses a line. Webhooks fire in real time on every block or flag — with automatic retry and full delivery history. Your ops team knows before your users do.

real-time webhooks · auto-retry · dead-letter queue
Architecture

After AI generates.
Before users see it.

Xelurel AI doesn't touch your model or change your stack. It plugs into the gap between AI output and user delivery — one API call that scores, routes, and logs every response.

User input
AI Model
Xelurel AI
allow / review / block
End user
Works with any AI output
Customer support replies
AI writing assistants
Chatbot responses
Document summaries
AI-generated reports
Code suggestions
Internal copilots
Data extractions
Any LLM output
Integration

One API call. That's it.

Drop Xelurel AI into any existing AI pipeline in an afternoon. No infrastructure changes, no new models, no vendor lock-in.

POST /api/v1/assess
curl -X POST https://api.xelurel.com/v1/assess \
  -H "Content-Type: application/json" \
  -H "x-api-key: YOUR_API_KEY" \
  -d '{
    "prompt":   "Summarize patient visit",
    "output":   "Patient given 500mg amoxicillin",
    "use_case": "medical_note"
  }'
Response200 OK
{
  "decision_id":  "9f4e2a1b-3c7d-...",
  "decision"    :  "review",
  "risk_score"  :  42,
  "reasons"    :  ["contains medication dosage"]
}
OR USE PROXY MODE

Already using the OpenAI or Anthropic SDK? Change one line. Every response is governed automatically — no other code changes.

Proxy mode — OpenAI SDK
// Before — your existing setup
const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });

// After — governance on every response, nothing else changes
const openai = new OpenAI({
  apiKey:         process.env.OPENAI_API_KEY,
  baseURL:        'https://api.xelurel.com/v1/proxy/openai',
  defaultHeaders: { 'x-api-key': process.env.XELUREL_API_KEY },
});

// Your existing calls are unchanged — every response is now scored, routed, and logged
const response = await openai.chat.completions.create({ ... });

Anthropic users: swap for api.xelurel.com/v1/proxy/anthropic

BATCH

Scoring historical outputs or running a compliance sweep? The /v1/assess/batch endpoint accepts up to 50 items per request — same policy, same audit log, no repeated round-trips.

Use cases

If AI is in your product,
you need a risk layer.

Growing teams

Start here
  • AI customer support
  • Internal AI tools
  • AI writing & drafting
  • Automated summaries
  • Any AI-powered feature

Healthcare & Legal

High stakes
  • Clinical note generators
  • Medical scribes
  • Legal drafting tools
  • Contract analysis AI
  • Patient-facing outputs

SaaS & Platforms

Scale safely
  • Multi-tenant AI features
  • Embedded AI products
  • AI output monitoring
  • Risk reporting for buyers
  • Audit logs on demand
Built for teams moving fast with AI
"Ship AI features fast.
Know when they slip.
Fix it before users do."

Xelurel AI doesn't slow down your AI — it gives you visibility into it. One integration. Every output scored. Every decision logged. Start in an afternoon, grow into compliance as you need it.

Try free →