One agent on every device. One dashboard for the whole fleet.
Argos runs quietly on every device, catching sensitive data before it ever reaches an LLM. Sentinel, the executive dashboard included with every install, turns that into org-wide visibility: risk trends, department breakdowns, and board-ready reports, built from anonymized metadata only.
Real Sentinel dashboard walkthrough · 47 devices · anonymized metadata only
One roundtrip: tokenize, shield, forward, rehydrate.
Argos rewrites sensitive bytes before they leave the device and restores them in the response. Here's the whole trip.
TokenizeShieldForwardRehydrate
device
any app, any process
Argos
Reach out at 087321 23456, thanks.
LLM
OpenAI · Anthropic · …
The raw value crosses the wire only until it reaches Argos. Past that point, the model works with placeholders.
TokenizeShieldForwardRehydrate
device
any app, any process
087321 23456
Argos
detect → tokenize → shield → forward
[PHONE:1037]
LLM
OpenAI · Anthropic · …
The raw value crosses the wire only until it reaches Argos. Past that point, the model works with placeholders.
Tokenize
Every detected span (names, IDs, keys, medical codes) is swapped for a stable placeholder before anything leaves the device.
Shield
Sensitive figures (revenue, headcount and other business numbers) are protected before anything leaves the device. The model still does useful work; the real figures stay home.
Forward
The tokenized payload travels to the model over the normal wire. To the AI it is an ordinary, fully readable prompt.
Rehydrate
The response comes back and placeholders are restored to the real values. Your team never notices the trip.
Paste a real prompt: patient names, card numbers, API keys, whatever you'd normally hesitate to send. Argos catches it before it leaves the device and swaps it for a safe placeholder in real time.
Sentinel isn't a separate product or a separate login: every installation includes it, aggregating anonymized metadata from every reporting agent into org-wide visibility with zero raw data exposure. Seven views, from fleet overview to board-ready compliance reports, all included.
01
Org Overview
Total scans, devices, blocked, redacted, risk distribution, 7-day trend.
02
Device Browser
Per-device peak risk, blocked count, last seen, sortable across every agent.
03
Departments
Engineering vs. Sales vs. Data Science: where the leaks live.
04
Org-wide Scan Log
Every intercepted request with domain, model, regulations, action.