CyanoRisk Capability
Govern Every AI Model You Deploy
CyanoRisk AI Asset Security inventories and governs every AI model, dataset, prompt, vector database, inference endpoint, GPU workload, and AI agent — and maps the full AI supply chain that connects them.
Shadow AI spreads faster than any policy. CyanoRisk helps you understand every model, dataset, prompt, and agent — and defend against prompt injection, model poisoning, and data leakage before attackers do.
AI Knowledge Graph
Every Model Sits Inside a Chain of Risk
A model is only as safe as its data, its prompts, and its endpoints. CyanoRisk connects the whole AI supply chain — so a poisoned dataset or an injected prompt is visible before it reaches a customer.
Product Overview
From AI Sprawl to Governed AI Risk
The Risk Fabric
AI Risk Intelligence Built Into the Digital Risk Fabric
CyanoRisk connects models, datasets, prompts, vector databases, and agents with applications, data, identities, and business services.
AI becomes trustworthy when every model, dataset, and prompt is inventoried, governed, and risk-scored.
The Problem
Why AI Risk Outruns Traditional Security
Key Capabilities
Everything Needed to Govern AI Risk at Enterprise Scale
Sixteen capabilities, one AI graph: every model discovered, governed, threat-tested, and scored.
How It Works
Seven Steps From AI Discovery to Governed Trust
Visual Intelligence
The AI Supply Chain
From raw dataset to the customer-facing answer — every stage carries an attack, and every attack maps to a control.
Attack vs Defense
How an AI Attack Unfolds — and How CyanoRisk Stops It
An LLM does not need a memory-corruption bug to leak your data — it just needs a cleverly worded prompt. Here is the chain, and where CyanoRisk breaks it.
How the attack unfolds
- An attacker finds an internet-facing inference endpoint with no input guardrails.
- A crafted prompt overrides the system instructions — a direct prompt injection (OWASP LLM A01).
- The jailbroken model reveals its system prompt and reaches into the vector database.
- PII embeddings and confidential context are leaked back through the model output.
- With enough queries the attacker reconstructs proprietary logic — model theft and data loss.
How CyanoRisk protects
- CyanoRisk inventories the endpoint, its fine-tuning data, prompts, and vector database as governed AI assets.
- It flags the endpoint as internet-facing and the vector database as holding PII — high risk.
- The AI risk assessment detects the missing input and output guardrails before promotion.
- Guardrails and prompt-injection defenses are added, the endpoint is isolated, and the finding routes to data science with an SLA.
- Drift and abuse are monitored continuously, and the executive dashboard reflects the governed, reduced risk.
Business Outcomes
What Changes When Every AI Model Is Governed
Built for the Whole Room
One AI Graph, a Screen for Every Role
“Everyone sees the same AI graph. Nobody sees the same screen.”
Related CyanoRisk Capabilities
AI Intelligence Compounds With the Rest of the Fabric
Govern AI Before It Governs Your Risk
CyanoRisk helps organizations inventory, govern, threat-test, and score every AI model, dataset, prompt, vector database, and agent — connected to applications, data, identities, and business services.