Confident AI adoption for the early-stage company.
A defensive supervision layer that sits at the network wire underneath every AI prompt and MCP tool call — so each one is compliant, supervised, and secure.
Three failure modes already on the public record.
Not hypotheticals. Each of these has happened in the open. Each is the kind of thing Proxara reads and holds back at the network wire.
A record leaves the laptop.
A developer pastes a real customer record into the IDE to debug a failing query. The IDE caches the session locally. The model provider keeps a copy server-side. By the time anyone reviews, the data has already left the laptop.
A record leaves the laptop.
A developer pastes a real customer record into the IDE to debug a failing query. The IDE caches the session locally. The model provider keeps a copy server-side. By the time anyone reviews, the data has already left the laptop.
One layer between every agent and every MCP server.
Proxara reads each tool call at the network wire. Sensitive content is held back, the call is signed, and the response is restored on the way back.
Cursor
Claude
ChatGPT
Gemini
GitHub MCPPostgres MCPFilesystem MCPSlack MCPSensitive content held back at the network wire.
Poisoned tool descriptions flagged on the way in.
Every tool call written to a signed audit chain.
Drops in without a VPC, MDM rollout, or device agent.
The same coverage on every browser tab.
Browser-tab pastes into ChatGPT, Claude, and Gemini are read at the same network wire, on the same supervision logic.
Read before they leave
Prompts are read before they leave the laptop — no copy reaches the model first.
Held back on the way out
Secrets and customer data are held back at the wire, so the exchange stays clean.
Runs on its own
Once installed, browser coverage runs autonomously — nothing to babysit.
every tab, one supervision logic
An inbox in place of a supervision console.
Proxara writes to the inbox when a decision is needed. Coverage runs on its own everywhere else.
- Weekly digest is the default cadence.
- Decisions land in the inbox only when one is required.
- Coverage runs autonomously everywhere else.
Weekly digest. One decision pending.
Here is the week.
From install to running on its own in around thirty minutes.
MCP clients pointed at the gateway.
One URL change. Cursor, Claude Desktop, and custom agents keep working as before.
Device proxy rolled out.
Pushed via MDM where one is in place, or a signed installer otherwise.
Inbox cadence selected.
Friday 9am is the default. Cadence and recipients are configured during install.
Built for engineering and security.
The supervision layer ships with the relevant diligence documentation in one package.