Customer input
Inspect messages, attachments, and externally controlled text before model execution.
Runtime trust control
Koreshield
Stop untrusted customer content from becoming trusted instructions inside your AI workflow.
Find Koreshield on Product Hunt No model replacement Detect before enforce Evidence retained
InputThreat detected
ActionHeld for policy
Trust handoffs
One request. Three places trust can fail.
Koreshield evaluates each boundary independently and records the reason for every decision.
[ REQ_001 ]OBSERVING
Retrieved context
Keep poisoned tickets, CRM notes, and RAG documents from inheriting system authority.
Proposed actions
Evaluate tool calls against trust, approval, and authorization limits before execution.
Rollout posture
Observe first. Enforce with evidence.
Begin with live traffic in detect mode. Review expected behavior and false positives, then enable enforcement when the fallback path is ready.
- Detect mode records threats without interrupting traffic.
- Validation checks benign and adversarial support cases.
- Enforce mode stops requests that violate policy.
Request trace 200 OK
POST /v1/rag/scanX-API-Key: ks_live_••••••••{"source": "ticket_comment","trust_level": "untrusted"}→ decision: detected→ severity: critical→ mode: detectEvidence first
Start with evidence, not promises.
Koreshield should prove itself against your support workflow before any request is blocked.
Integration path
- Create a server-side scan key
- Run detect mode beside live traffic
- Review evidence, misses, and false positives
- Enforce only where fallback behavior is understood
Current limits
- Does not replace your authorization system
- Does not promise complete attack coverage
- Does not inspect arbitrary files or images today
- Does not make high-risk agents autonomous
Deployment boundary
Keep the security decision close to the workflow.
Run the FastAPI security service with PostgreSQL and connect from the hosted console or your own support infrastructure.
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