Red. Blue. Purple. One autonomous AppSec team.
Aptori AI Security Engineer coordinates autonomous Red, Blue, and Purple agents across the software lifecycle—attacking applications, proving exploitability, prioritizing real risk, accelerating remediation, and verifying closure.
Three specialized agents. One shared security mission.
Red, Blue, and Purple agents work from the same application context, but each owns a different part of the security outcome.
Attack + prove
Explore apps and APIs adversarially, adapt attacks, chain paths, and validate real security impact.
Context Graph code • APIs • identity
workflows • runtime
Triage + defend
Enrich findings, prioritize real risk, connect ownership, and coordinate remediation across teams.
Security evidence gets better as it moves through the team.
The differentiator is the handoff: attack proof becomes risk context, then remediation context, then verified closure—without losing the application path that explains the issue.
Prove the attack path.
Reproduce the security boundary failure with the identity, object, workflow, and runtime conditions required for exploitation.
OUTPUT: EXPLOIT EVIDENCETurn proof into priority.
Combine exploitability with ownership, business impact, reachability, threat context, and remediation workflow.
OUTPUT: PRIORITIZED ACTIONClose the exact path.
Map evidence to root cause, guide the fix, replay the attack path, and preserve proof that the control now holds.
OUTPUT: VERIFIED CLOSUREEvery agent sees the same application—not a different queue of findings.
The Application Context Graph gives Red, Blue, and Purple agents a common model of code, dependencies, APIs, identities, objects, workflows, and runtime evidence.
Explore the Application Context Graph →Context Graphrelationships • reachability
identity • impact
Autonomous execution where AppSec teams lose the most time.
Prove exploitability
Move beyond scanner findings to evidence of what an attacker can actually do.
Prioritize real risk
Combine exploitability, reachability, impact, ownership, and threat intelligence.
Accelerate fixes
Give developers root cause, attack context, and targeted remediation guidance.
Close with evidence
Retest the affected behavior and preserve proof that the risk is resolved.
Security execution has to keep pace with software creation.
Developers and coding agents can continuously create code, APIs, dependencies, tests, infrastructure, and workflows. AI Security Engineer adds a persistent security layer that can validate those changes without waiting for the next manual handoff.
Secure AI-Generated Code →Developers + Security
Architecture, code, review, risk decisions, and remediation.
Coding + Development Agents
Generate, refactor, integrate, test, and change applications at machine speed.
Agents act on evidence from every application-security layer.
AI SAST
Semantic code analysis, authorization, business logic, data flow, and remediation context.
Explore AI SAST →SCA + SBOM
Dependencies, reachability, EPSS, KEV, licenses, containers, and infrastructure.
Explore SCA →Runtime Validation
Authorization, objects, workflows, business logic, and runtime exploit evidence.
Explore API Security →Autonomous Pentest
Agent-driven adversarial exploration, attack chaining, exploit proof, and retesting.
Explore DART →Autonomous security without surrendering enterprise control.
Aptori can run dedicated, self-managed, or air-gapped while using approved local, private, sovereign, or hosted models. Enterprises control where application context lives and what agents are permitted to do.
Explore Sovereign AI →AI Security Engineer questions.
What is an AI Security Engineer?
An AI Security Engineer coordinates autonomous application-security agents across adversarial testing, exploitability validation, triage, remediation, retesting, and verified closure.
What is the Red Team Agent?
The Red Team Agent explores applications and APIs adversarially, generates and adapts tests, chains attack paths, and validates whether weaknesses can produce meaningful security impact.
What is the Blue Team Agent?
The Blue Team Agent enriches security evidence, removes low-value noise, prioritizes risk, and connects findings to owners, threat context, and remediation workflows.
What is the Purple Team Agent?
The Purple Team Agent connects offensive proof to defensive remediation by mapping the attack path to root cause, guiding the fix, and verifying that the exploitable path is closed.
Does AI Security Engineer replace security teams?
No. It automates repeatable validation, triage, coordination, and verification so AppSec and engineering teams can focus on higher-value security decisions and novel threats.
Can AI Security Engineer be self-hosted?
Yes. Aptori supports dedicated, self-managed, and air-gapped deployment and can use approved local or hosted AI models according to enterprise policy.
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