The Looking Glass is an AI firewall that tests every AI agent before it touches your systems. One line of code — every request observed, challenged, and verified.
Request is encrypted with AES-256-GCM before it leaves your app. Even if intercepted — unreadable.
Platform LayerDoes this AI already hold a cached Capability Certificate? If yes — skip straight to forwarding. Under 400ms.
Speed PassNo cert? The Looking Glass builds a contextual riddle from your real system data — database tables, service endpoints, team structures. Only an AI that truly knows your systems can solve it.
Riddle MatrixThe AI receives messy, real-world data (logs, config, metadata) and must extract the correct answers. A competent AI solves it instantly. An outsider can't even begin.
Every field checked. 100% correct = pass. Anything less = denied. No partial credit. A temporary key (5 min TTL) and Capability Certificate are issued.
Gate LayerThe request is sent to the real LLM (OpenAI, Claude, Groq, Bedrock — any provider). Your app receives the normal response. Zero code changes.
Every action — riddle generated, score computed, cert issued or denied — is streamed live to The Looking Glass Dashboard via SSE. Full observability in real time.
ObservableA person onboards the AI with system knowledge — like onboarding a new employee. That knowledge becomes the riddle clues.
An AI Brain auto-scans your infrastructure and builds riddles automatically. No human intervention needed — the Brain keeps riddles fresh and evolving.
Riddle tests: "What's the main branch? What's the staging URL? Which service owns /api/users?"
Riddle tests: "Who is the CFO? What's the payroll DB table? What's the quarterly tax deadline?"
Riddle tests: "What EHR system is active? What's the patient ID format? What department owns this data?"
Riddle tests: "What VPC is production? What's the CIDR block? Which IAM role has deploy access?"
Riddle tests: "What's the price table? What currency format? What's the max discount policy?"
Riddle tests: "What jurisdiction? What case management system? What document classification level?"
Works with any app that talks to OpenAI, Claude, Groq, or Bedrock. Change one URL — that's it.
End-to-end encryption. Data is encrypted before it leaves your app — even we can't read it in transit.
When pass rates climb above 90%, riddles automatically evolve to stay ahead. Security improves without human intervention.
Trusted AI skips the riddle with a cached Capability Certificate. Repeat access in under 400ms.
Locked sandbox with no internet access, auto-destroyed when the task completes. Applied on top of either module.
The Looking Glass Dashboard streams every verdict, every score, every decision — live via SSE. Nothing hidden.
See every AI decision through The Looking Glass. No blind trust. No surprises.