AI Risk Infrastructure

Know when your AI
gets it wrong.

Xelurel AI sits between your AI model and your users — risk-scoring every output before it reaches anyone. Catch bad responses, route edge cases to a human, and keep a full record of every AI decision your product makes.

assessment →reviewlogged
Request accessSee how it works
< 100ms
Assessment latency
100%
Outputs scored
One call
To integrate
Always
Full decision log
What Xelurel AI does

Score. Review. Record.

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.

policy-driven · < 100ms
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.

human-in-the-loop · configurable
03

Record

Every decision — allow, review, or block — is logged with a timestamp and risk score. You always know what your AI did, and why.

full history · exportable
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"]
}
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.

Request access →