Two synced folders: yours with your real files, the agent's with masked copies. That's all your AI coworker ever sees. What it creates appears in your folder, with your real values restored. Word, Excel, PowerPoint, PDF and code.
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A data room, a risk memo.
The agent drafts from your contracts. Not a single real party name reaches it.
300 resumes, a shortlist.
The agent sorts and ranks candidates. Names and contact details stay masked.
Clinical reports, a summary.
The agent analyzes and summarizes your cases. Names, dates and identifiers stay masked.
Client data, deliverables.
The agent produces slides and analyses. Your NDA holds on every deliverable.
A chatbot saw what you pasted. An AI coworker opens your local files, moves through your folders and reads your Office documents to do the work. Client names, contracts, HR records, patient files: all of it can travel to the AI, or leak through a vulnerable integration.
Quieta cuts the risk at the source: it masks your folders before the agent reads them.
vulnerabilities filed against MCP implementations between January and April 2026.
source: Vulnerable MCP Projectof organizations don't feel ready to secure agentic AI.
source: Cisco State of AI Security 2026Everything you drop in your folder appears, masked, in the agent's folder. In real time, with nothing to do on your end.
It reads, edits files and creates new ones, always on masked copies. It only ever sees pseudonyms.
Every change syncs back to your folder with your real values: edited files as well as new files the agent creates.
More integrations coming.
Mirror is built for agents working alongside you, inside your folders. Gate goes further: it exposes Quieta's masking as an MCP server, so your agents running in code mask your data at the source and never see your real values.
In the works.
Wherever you work with AI, Quieta is with you.