Melaya x Koreshield. Melaya and Koreshield: check untrusted input, retrieved context and proposed actions before your agents trust them.
Prompt injection checks for AI agents: Melaya and Koreshield partner to scan customer input and retrieved context, with a mandatory action check before Melaya writes.
A stronger product on both sides
What this means for Koreshield
Koreshield users get a governed agent runtime around their scans. A Melaya workflow can screen a ticket, check retrieved notes and send a proposed refund for review, so Koreshield decisions land at the exact points where support agents act, not only in a separate console.
What this means for Melaya
Melaya integrates Koreshield to scan untrusted input, retrieved context and proposed tool actions. Koreshield action checks run as a mandatory guard immediately before Melaya writes; input and context scans are available to assigned agents and pipelines. Support and operations agents gain a specialist control without changing models.
A partnership, not a listing
What Melaya brings
- Visual agents and multi-agent pipelines that put a Koreshield scan step before a model reads text or retrieves context.
- A mandatory Koreshield action check in code before a gated write executes, which the model cannot skip, and fail-closed human approval so a flagged refund or account change waits for a person.
- A least-privilege Koreshield connector on a scan-only key: input and context scans available to assigned agents and pipelines, no admin tools, plus execution history per run.
What Koreshield brings
- Three scan endpoints for customer input, retrieved RAG context and proposed tool actions.
- A decision with a request ID for input scans or a scan ID for context and action scans, plus severity, confidence and indicators, and detect and enforce modes.
- An evidence console, validation runs and published research on indirect prompt injection in RAG systems.
What we ship together
Scan each inbound support ticket before a triage agent reads it, and route flagged tickets to a person.
Check retrieved help-center articles and CRM notes for injected instructions before an agent drafts a reply.
Propose a refund or account change and let Melaya run its mandatory Koreshield action check before the write, then hold it for human approval with the decision attached.
Build with Melaya and Koreshield
Talk to us about bringing this partnership into your stack, or read the announcement for the full story.
