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DiscoverVistaraContinuous Discovery & Governance

Inventory every AI, agent and chatbot across your enterprise — including shadow AI — and risk-tier each one.

ScanProbexaModel Risk Scanning

Static security scanning of ML model artifacts — unsafe serialization, malicious loaders and supply-chain risk — without executing the model.

EvaluateSafeEvalConversational AI Safety

Multi-turn adversarial safety testing for chatbots and voice agents, with specialized clinical domains.

Red TeamSeraRed Teaming + Agentic

Automated adversarial probes exposing jailbreaks, prompt injection, goal hijack and tool abuse across your agents.

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HealthcareMental Health AI SafetyFinancial ServicesGovernmentEducation
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Platform / Discover / Vistara
Continuous Discovery & Governance
Vistara

Find every AI. Even the ones nobody told you about.

Vistara keeps a real-time inventory of every AI asset across your enterprise — cloud models, local LLMs, agents, SaaS AI and the credentials behind them. Read-only, risk-scored, framework-mapped.

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Hosted LLM APIsGPT-4o · Claude312 assetsShadow AICopilot plugins294 assetsML platformsSageMaker · Vertex240 assetsSelf-hostedOllama · vLLM188 assetsVector & RAGPinecone · pgvector154 assetsAI agentsclaims-copilot96 assetsLIVE INVENTORY1,284AI assets
/ The shadow-AI problem

Nobody owns the inventory of AI.

Enterprise AI has outpaced every team built to govern it — so the systems that matter most are the ones no one can see.

01

IAM can't see your agents

Identity teams govern humans and service accounts. Autonomous agents operate with elevated privileges and no directory entry.

02

Security tools miss local AI

Endpoint and network tools weren't built to recognize local LLM runtimes, MCP server processes or AI API-key patterns.

03

Compliance can't produce an inventory

EU AI Act deadlines demand an asset inventory — but no single tool sees the full picture.

6
Continuous discovery surfaces
150+
Curated AI service domains
7
Risk dimensions scored per asset
72h
To a full AI inventory
/ Six-layer discovery

Six surfaces. One continuous inventory.

Independent scanners watch every place AI hides — then converge on a single, deduplicated, authoritative record per asset.

AuthoritativeAsset RecordDeduplicatedCorrelatedAuthoritativeCloudAWS Bedrock, SageMaker,Azure OpenAI, Vertex AISaaSOAuth grants, workspacetokens, embedded AINetworkAI API domains, proxy logs,service trafficEndpointLocal models, model files,GPU inference signalsIdentitySecrets, IAM, Key Vault,org credentialsCodeRepos, API keys, agentdefinitions, CI/CD usage
/ The inventory

One authoritative record for every AI asset.

Every discovered asset is deduplicated by content fingerprint, risk-scored across seven dimensions, and tiered — with shadow AI and ungoverned agents surfaced first.

  • → Classified by type: model, agent, local LLM, SaaS, API key, MCP server
  • → Seven-dimension risk score and tier
  • → Owner, autonomy level and governance status
Vistara · AI Asset Inventory1,284 assets · 18 ungoverned
AssetTypeRiskStatus
claims-copilot-prodAgent · BedrockHighUngoverned
gpt-4o · eng-teamSaaS · OpenAIMediumShadow AI
ollama:llama3 · laptop-42Local LLMMediumUnmanaged
mcp-server-financeMCP serverCriticalNo owner
vault/anthropic-keyAPI keyLowGoverned
/ Agent identity governance

Know what your agents can actually reach.

Vistara maps the full chain — agent → credential → IAM role → reachable systems — so you see each agent's blast radius. NHI tools find your credentials; Vistara finds the agents operating behind them.

  • → Classify autonomy: Supervised → Full Control
  • → Flag agents operating with no human oversight
  • → Map credential and data-access scope
usesassumescan reachAGENT · AUTONOMOUSclaims-copilotCREDENTIALanthropic-keyIAM ROLEprod-data-roCAN REACHCustomer DB · S3Reachability path surfaced by Vistara
/ Read-only by design

Total visibility. Zero exposure.

— Never reads values

We detect API keys and secrets by name and pattern only. Credential values are never stored or transmitted.

— Never intercepts content

No TLS decryption, no prompt or response capture. Vistara processes only the structural metadata needed to identify assets.

— Least-privilege, read-only

Standard, scoped, read-only APIs. Vistara never modifies a configuration in your environment.

/ Integrations

Connects to what you already run.

Standard, least-privilege connectors across every discovery surface.

Clouds & infra
Model providers
Data & vector
Identity & secrets
Code & CI/CD
/ Governance

An inventory that's audit-ready by default.

Auto-classify every asset against the frameworks your auditors and regulators already trust.

EU AI Act
Auto-classify every asset by risk tier, aligned to Articles 9–15.
NIST AI RMF
Map your inventory to Govern, Map, Measure, Manage controls.
ISO 42001
Evidence mapped to the AI management-system standard.
/ Get started

See every AI in 72 hours.

Connect read-only and Vistara returns a complete, risk-scored inventory — including the shadow AI you didn't know was running.

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