Identity
Identity-Aware AI Security
Evaluate each AI request in the context of the agent, application, user, role, workflow, and environment.
AI Detection & Response for Enterprise AI
Secure and control AI across your enterprise.
AI agents are moving from experiments into enterprise workflows. Aptori AIDR provides the control layer between agents, applications, workflows, models, tools, APIs, and data.
Enable AI agents across the enterprise. Keep control over what they can access and do.
Identity-awareEvaluate every request in context.
Policy-enforcedAllow, block, rewrite, or redirect.
Fully auditableTrace prompts, responses, and actions.
AI systems
AgentsAutonomous systems acting across workflows
ApplicationsCustomer-facing and internal AI features
WorkflowsAutomations, copilots, and assistants
Identity
Access
Policy
Response
Aptori AIDRControl point for every AI interaction
Enterprise resources
ModelsApproved commercial, private, and open-source LLMs
Tools & APIsMCP, services, integrations, and automations
DataFiles, records, memory, context, and systems
Inspect every request
Enforce policy inline
Audit every action
AI is spreading faster than governance.
Agents, copilots, assistants, and model-driven workflows are now acting across enterprise systems. The risk is not just what they say. It is what they can access, invoke, and change.
The enterprise question is no longer
“can we use AI?”
It is
“what is this AI allowed to do right now?”
⚙
Agents actWorkflows execute across tools, APIs, and systems.↔
Data movesPrompts, outputs, memory, and payloads carry sensitive context.⌁
Tools connectMCP servers, APIs, files, tickets, repos, and SaaS apps expand reach.◈
Models varyDifferent requests need different routing and controls.!
Policy fragmentsControls cannot live inside every assistant or workflow.◎
Audit mattersTeams need traceability across every decision and action.A control plane for enterprise AI.
Aptori AIDR sits between AI agents and enterprise systems, enforcing policy across applications, workflows, models, tools, prompts, outputs, and runtime actions.
01
IdentifyUnderstand the user, agent, app, role, team, and environment.
02
AuthorizeCheck what the agent or workflow is allowed to access.
03
InspectAnalyze prompts, responses, tool calls, and payloads.
04
EnforceAllow, block, redact, rewrite, throttle, or reroute.
05
AuditRecord every decision, prompt, response, and action.
Allowed?
One real-time decision point
AIDR answers the operational question for every AI interaction: should this request, tool action, response, or data movement be allowed right now?
What AIDR secures and controls.
AIDR combines enterprise AI gateway controls with detection, response, adversarial testing, and auditability for agents, applications, and AI-driven workflows.
AccessLeast privilege
Authorization for AI Actions
Control what AI can access, which tools it can use, and which actions it can perform.
PromptOutput
Prompt and Output Protection
Inspect AI inputs and outputs before unsafe instructions or sensitive data cause damage.
ToolsWorkflows
Agent and Workflow Control
Secure agentic workflows where tools, memory, permissions, and actions are chained together.
Runtime
Runtime Validation
Validate how AI systems behave when prompts, tools, APIs, data, and workflows interact.
AuditTrace
Observability and Audit
Give security, IT, and compliance teams visibility into every AI interaction and decision.
Real-time enforcement
AIDR is not passive monitoring. It acts inline before unsafe or unauthorized activity reaches a model, tool, user, or business system.
AllowApproved requests continueRoute normal AI traffic to approved models and tools.
BlockUnsafe activity is stoppedStop prompt attacks, unauthorized tool use, and policy violations.
RewriteRisky content is correctedRedact, transform, or sanitize prompts and responses.
RedirectTraffic follows governance rulesRoute based on sensitivity, cost, model approval, or policy.
Continuously test how AI systems fail
Simulate prompt injection, unsafe tool invocation, privilege escalation, and sensitive data exposure before attackers exploit them.
Why enterprises need AIDR.
Governance cannot be configured one bot, workflow, or application at a time. Enterprises need a central layer that makes AI adoption safe, observable, and manageable.
01Safe AI agent rollout
Deploy agents, copilots, and AI workflows with policy enforcement built in.
02Reduced leakage risk
Control sensitive data movement through prompts, outputs, and tools.
03Central governance
Manage policy once and apply it across agents, workflows, and systems.
04Audit-ready visibility
Trace every AI interaction, policy decision, model request, and tool action.
Questions leaders ask about AIDR.
Clear answers for teams planning enterprise AI agent, copilot, and workflow deployments.
What is Aptori AIDR?
Aptori AIDR is an enterprise AI control layer for securing and governing AI agents, applications, workflows, models, tools, prompts, outputs, and data access. It combines gateway controls, runtime enforcement, observability, adversarial testing, and response.
How does AIDR help with enterprise AI agents?
AIDR makes enterprise AI agents safer to deploy by enforcing identity-aware access, tool permissions, data handling policies, model routing, monitoring, and audit trails for every interaction.
How is this different from basic AI guardrails?
Basic guardrails usually inspect prompts or outputs in isolation. AIDR adds enterprise context: who the user is, what they are allowed to access, which tools are being invoked, how data moves, and what actions should be enforced in real time.
Does AIDR only secure models?
No. AIDR secures the broader AI operating environment: agents, assistants, models, tools, APIs, workflows, memory, outputs, and runtime behavior.
Make enterprise AI adoption safe.
Deploy AI agents across the enterprise while maintaining control over identity, access, data, policy, tools, models, and auditability.
Aptori is the AI for the good guys—enabling security teams to reduce risk, accelerate secure releases, and ensure continuous compliance.
Aptori is the leader in autonomous application security, delivering the first deterministic AI to detect and remediate business logic vulnerabilities with precision.
The Aptori AI Security Engineer proactively identifies, prioritizes, and fixes vulnerabilities across code, APIs, applications, and cloud environments. By eliminating security backlogs and freeing engineering capacity, Aptori empowers teams to innovate faster and ship secure software at scale.
Aptori is the leader in autonomous application security, delivering the first deterministic AI to detect and remediate business logic vulnerabilities with precision.
The Aptori AI Security Engineer proactively identifies, prioritizes, and fixes vulnerabilities across code, APIs, applications, and cloud environments. By eliminating security backlogs and freeing engineering capacity, Aptori empowers teams to innovate faster and ship secure software at scale.
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PLATFORM
Why AptoriProduct UpdatesTECHNOLOGY
Semantic Runtime ValidationSMARTRESOURCES
InsightsGuidesGlossaryWhite PapersDocumentationPRODUCT
API Security TestingApplication Security TestingSoftware Composition Analysis (SCA)Secure Code Review (Modern SAST)AI Detection & Response (AIDR)Aptori Security PlatformSOLUTIONS
