Discover
Find active AI systems, agents, copilots, workflows, prompts, tools, RAG pipelines, and shadow AI usage.
Enterprise Security Layer
The control layer
enterprise AI needs.
Discover AI systems, validate reachable exposure paths, defend with real-time controls, and prove alignment with audit-ready evidence.
Recon
Map reachable enterprise systems, connected tools, permissions, external APIs, and data exposure paths.
Validate
Run safe, controlled simulation attacks to test prompt injection, RAG breaches, and unauthorized agent actions.
Defend
Map findings to security policies, controls, remediation actions, ownership queues, and retest rules.
01 / DISCOVER AI EXPOSURE
Discover AI exposure hiding across the enterprise.
Automated recon maps shadow AI activity. Find active copilots, unmanaged agents, prompt templates, tool connectors, RAG models, and data pipelines connecting to your corporate networks.
02 / RECON REACHABLE ASSETS
Map what AI can reach before it becomes risk.
Understand connected tools, permissions, external APIs, and sensitive database systems reachable by AI prompts or model calls. Recon highlights exposure paths, showing where agents could execute uncontrolled actions.
Potential Exposure Path Types
User Prompt
➔
Tool Connector
➔
External Action
Agent Call
➔
Knowledge Base
➔
Sensitive Retrieval
AI Workflow
➔
SaaS Integration
➔
Write Access
Public Endpoint
➔
RAG Surface
➔
Internal Docs
03 / OFFENSIVE VALIDATION
Validate what can actually be exploited.
Run safe, automated validation tests against prompt templates and data surfaces. Capture real-world execution evidence to separate theoretical vulnerabilities from active, exploit-ready exposures.
| Attack Type | Target Asset | Result | Criticality |
|---|---|---|---|
| Prompt Injection | Slack Copilot | FAIL | Critical |
| RAG Data Breach | Support Doc Base | FAIL | Critical |
| Indirect Injection | HR Intake Pipeline | FAIL | High |
| Tool Hijacking | Sales CRM Connector | PASS | High |
04 / POLICY CONTROLS
Turn validated exposure into control action.
Bridge the gap between security teams and control structures. Automatically route validated exposures to compliance rules, remediation owners, policy guardrails, and scheduled retesting loops.
Observed Risk
➔
Policy Check
➔
Control Route
➔
Remediate
Control Queue
Slack Copilot
Data Leak Policy
SecOps Team
Enforced
Support Doc Base
Access Rules
IAM Group
Enforced
Sales Connector
API Scope Policy
IT Admin
Routed
REAL-TIME TELEMETRY
Platform Activity
156
AI Systems Discovered
312
Linked Surfaces
87
Connected Tools
23
Path Types Flagged
142
Validation Runs
37
Confirmed Risks
128
Policy Mappings
19
Retests Required
THREAT INDEX
AI Exposure Vector Groups
Prompt Injection Attacks
AI Data Leaks
Compliance & Regulatory Risks
Uncontrolled Agent Actions
OWASP
MITRE ATLAS
NIST AI RMF
Google SAIF
ISO/IEC 42001
GOVERNANCE READY OUTPUT
Evidence that security and governance teams can act on.
Noqoro translates validation activity into structured audit-ready outputs. Prove alignment with security guidelines and compliance regulations by generating detailed trace outputs, control configurations, risk logs, and exportable report packs.
Evidence Pack
ID: EV-2026-9812A
Validation Result
Trace Captured
Risk Score
8.8 / 10 (Critical)
Attack Trace
Vector Injection (12 steps)
Control Owner
SecOps - HR Policy Group
Remediation Action
API token scope restricted
Retest Status
PASSED
Export Format
PDF / JSON / SIEM Feed
GET STARTED
Bring enterprise AI into control.
Discover what exists, validate what matters, and defend AI systems with evidence.