Product · MCP & AI Data Protection

Let AI work. Keep data home.

A policy gateway between your people, agents, and every model — prompts, copilots, and MCP tool calls checked before anything sensitive leaves.

Argus · MCP gateway
Live
sales-assistant agent · tool callcrm.push_record()
{"name": "Rohit Menon",
 "email": "r.menon@client.co",
 "pan": "FMP•••••4K" REDACTED,
 "card": "4111••••••••4432" REDACTED,
 "notes": "renewal Q3, expand seats"}
Gateway
MCP server
clean payload only
REDACTED · FORWARDED
Decision in 44ms · agent never noticedFull call in audit trail

Every AI surface is an exit.

Six surfaces, one gateway — the same policy answers whether a human typed it or an agent called it.

Prompts

Prompts & chats

ChatGPT, Claude, Gemini — typed and pasted content checked before send.

Copilots

Copilots & assistants

M365 Copilot, coding assistants — context windows scoped to what each user may see.

MCP

MCP tool calls

Every tool call policy-checked in-line — allow, redact, or block per field.

Agents

Agent workflows

Multi-step agent chains traced end to end — every hop carries identity and policy.

Pipelines

RAG & training data

Embedding and fine-tuning pipelines screened so restricted data never enters a model.

Shadow

Shadow AI apps

Unsanctioned tools and browser extensions discovered from real traffic — then governed, not just banned.

Capabilities

Say yes to AI, safely.

Four things the gateway does that a blocklist never will.

Field-level redaction

Redact the field, not the workflow.

Blocking a whole tool call breaks the agent. The gateway strips only the sensitive fields and forwards a clean payload — work continues, data stays home.

Agents & copilotsprompts · pastes · tool calls
PrismSek gatewayclassify · decide · rewrite · 44ms
allowredactblock
works with any MCP client or serverzero agent code changes ✓
AI census · last 30 days23 apps seen
Claude · enterprise412 users · SSOgateway onsanctioned
ChatGPT · personal accounts96 users · no SSOredact PIIcoached
"SummarizeAI" browser extension14 users · reads every pagefirst seen 2d agoblocked
GitHub Copilot208 devs · repo-scopedsecrets filteredsanctioned
census built from live traffic, not surveysReview new apps →
Shadow AI census

Know every AI your company uses.

The census comes from real traffic — every model, extension, and wrapper app, with users, data flows, and a sanction decision. New tools surface in days, not audit cycles.

In-prompt coaching

Teach in the moment, not in training.

When a prompt carries sensitive data, the user sees why — and gets a one-click safe version. Behavior changes where it happens, and repeat rates fall within weeks.

ChatGPT · new promptpersonal account
"Summarize this customer list and draft renewal emails: Rohit Menon, r.menon@client.co, PAN FMP… + 213 more rows"
Hold on — 214 customer records

This prompt contains PII headed to a personal AI account. Argus can strip identifiers and keep the task intact.

Send redacted versionUse sanctioned Claude
87% choose the safe path when offered onerepeat violations −63% in 60 days ✓
Agent sessionsales-assistant #4271
traced
crm.read_accounts · scoped to owner's territoryallowed
crm.push_record · PAN + card stripped, 2 fieldsredacted
email.draft · renewal template, no PIIallowed
web.post_form · unknown destination, bulk recordsblocked
every hop signed with user + agent identityReplay session →
Agent audit trail

When the agent acts, you can prove what happened.

Every tool call in an agent chain is logged with identity, payload classification, and the policy decision — a replayable trail for incident response and auditors alike.

One policy — human exits and AI exits alike.

The gateway shares its policy language with DLP — write the rule once, and it holds at USB, browser, email, and every model.