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Broad Adoption
McKinsey State of AI 2025
What happens when AI grows faster than control?
AI Reality
AI is moving fast. Control is falling behind.
The opportunity is real. So is the control gap. Enterprise AI is moving from pilots into real operations while governance, permissions, and runtime controls struggle to keep up.
The Good News
AI is entering real operations.
Organizations are rapidly adopting artificial intelligence to run core business workflows, deploying complex agent networks, and driving dramatic growth in daily usage volume.
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Prompt Growth
Netskope Threat Report 2026
Permission Drift
0%
Agent Incidents
0%
Prompt Attacks
0%
Model Exposure
0%
The Risk Now
AI is scaling faster than control.
As companies integrate autonomous agents with access to production data, uncontrolled API permission drift, data breaches, and prompt injections expose companies to critical operational risks.
Unchecked AI
When AI runs uncontrolled
exposure becomes impact.
Real incidents are already showing up across data leakage, hiring, legal, infrastructure, public systems, and customer-facing AI.
Governance Is Catching Up
Governments are moving from guidance to obligation.
Hover across the policy landscape to see where AI governance is hardening fastest.
Personal-data use now moves into operational notice, rights, and breach obligations.
High-risk AI, chatbots, and GPAI models now sit under explicit legal duties.
Developers and deployers face documented risk, disclosure, and accountability duties.
GenAI, synthetic content, and agents are being pushed under explicit safety controls.
National AI governance is now backed by law, including safeguards for generated content.
WHY NOQORO
Control Layer that
Enterprise AI was missing
Noqoro helps security teams turn hidden AI exposure into validated risk, defensible remediation, and governance-ready evidence.
Phase 01: Discover
Map and inventory your entire AI surface.
Real-time visibility into your AI infrastructure, endpoints, and permission frameworks.
- AI Asset Mapping: Auto-discover LLMs, vector databases, and AI agents.
- Data Flow Mapping: Map data flows through prompt and retrieval loops.
- Shadow AI Audits: Uncover unauthorized integrations and exposed gateways.
ai-surface-inventory.json
Core Agent
GPT-4o
Pinecone RAG
Salesforce Tool
Shadow API
Phase 02: Recon
Trace permissions and identify attack paths.
Analyze how permissions, data schemas, and agent capabilities expose attack routes.
- Attack Path Tracing: Map logical paths from prompts to tool runs.
- Privilege Drift Audits: Track excessive API scopes and RAG access violations.
- CVE Correlation: Align public vulnerabilities with active deployments.
attack-path-analyzer
External Prompt
Unsanitized Input
↓
Orchestration Agent
Admin Permissions
↓
Enterprise Database
Unauthorized Exfiltration
Phase 03: Validate
Simulate attacks to confirm actual risk.
Run automated attack simulations to verify if your guardrails block active exploits.
- Jailbreak Testing: Simulate advanced jailbreaks and guardrail bypasses.
- Tool Execution Checks: Verify if agents can be tricked into unauthorized actions.
- Risk Proofs: Eliminate false positives with verified, reproducible exploits.
risk-validator-suite
CMD: inject_jailbreak_v4
BLOCKED (Guardrail)
CMD: data_leakage_indirect
EXPLOITABLE (RAG Leak)
CMD: agent_hijack_escalate
EXPLOITABLE (Excessive Scopes)
Phase 04: Defend
Apply dynamic runtime guardrails and blockages.
Enforce real-time sanitization, policies, and intercepts directly inside your agent runtime.
- Prompt Sanitization: Strip injections and toxic inputs in real time.
- Runtime Intercepts: Intercept and block unauthorized agent tool calls.
- Leakage Prevention: Monitor streams for sensitive data leakage.
runtime-protection-console
PII Masking Filter
ENABLED
Injection Guardrail
ENABLED
Tool Execution Gateway
ENABLED
Suspicious Tool Intercepts
5 BLOCKED
Phase 05: Comply
Generate audit evidence and maps for regulators.
Correlate active mitigations with global standards to produce audit-ready evidence.
- Framework Mapping: Map defenses to NIST, OWASP, and MITRE ATLAS.
- Evidence Reports: Generate audit-ready compliance evidence instantly.
- Drift Logging: Log configuration changes and policy updates.
audit-evidence-generator
NIST AI RMF
100% Verified
MITRE ATLAS
100% Verified
OWASP LLM Top 10
100% Verified
Security frameworks we follow
Secure Smarter. Respond Faster.
See how Noqoro helps enterprises detect exploitable AI risk, defend AI infrastructure, and produce governance-ready evidence.
