🤖 Cognitive-Aware Agentic IAM

Multi-Agent Temporal Framework for AI Identity & Access Management

🔗 Powered by LangIdentity Framework

LangIdentity - The unified identity orchestration layer for agentic AI systems. Just as LangChain revolutionized LLM workflows, LangIdentity provides the foundational framework for identity continuity, provenance tracking, and accountability across the entire AI agent lifecycle.

Individual Agents
Agent-of-Agents
Multi-Agent Systems
⚡
Agent Non-Human Identity
BEFORE
Pre-Execution Phase
🔄
Agent Access
DURING
Runtime Execution
📊
Agent Forensics
AFTER
Post-Execution Analysis

🔗 Identity Context Continuity & Provenance Chain

LangIdentity framework ensuring unbroken identity preservation across the entire agentic AI lifecycle

⚡

BEFORE - Identity Genesis

🆔
DID Creation
Agent Birth Certificate
🧠
LLM Training
Model Provenance
✅
Validation
Context Binding
→
🔄

DURING - Context Threading

🧪
Testing
Identity Verification
⚡
Production
Context Threading
→
📊

AFTER - Forensic Reconstruction

🔍
Forensics
Lifecycle Audit
💀
Extinction
Final Attestation

🔗 LangIdentity Core

Identity orchestration framework providing unified DID management, context threading, and provenance tracking across all agentic AI workflows

🔐 Agent DID Anchor

did:ans:agent:financial-advisor:v1.2.3:uuid - Immutable identity managed by LangIdentity across entire lifecycle

📝 Context Threading Engine

LangIdentity's cryptographically signed context preservation with parent-child delegation chains and execution state binding

🔄 LLM Membrane Integration

LangIdentity bridges identity context through training → validation → testing → production with seamless framework integration

⚡ BEFORE: Cognitive Provisioning & Planning

🆔 Next-Gen Agentic Identity Lifecycle

  • Agent DID (did:ans:agent:*) - Immutable identity anchor
  • LOKA Protocol: Layered orchestration for knowledgeable agents
  • W3C DIDs + Verifiable Credentials with cryptographic binding
  • Quantum-safe identity with provenance chain preservation
  • ISO 42001 AIMS lifecycle with context continuity threading

🧠 Model & Data Reasoning Architecture

  • LLM/model embedding & serving infrastructure setup
  • Input-Process-Output data flow reasoning frameworks
  • Collective decision-making & delegation protocols
  • Model versioning & cognitive capacity assessment

🛡️ Security & Standards-Based Threat Modeling

  • Maestro agentic AI threat modeling establishment
  • MITRE AI Atlas Matrix + OWASP GenAI security integration
  • Privacy Threat Modeling: MITRE PANOPTIC setup
  • ZKP protocols for privacy-preserving agent attestation
  • ISO 42001 AIMS risk assessment & EU AI Act compliance foundation

🔄 DURING: Dynamic Cognitive Access Management

🔐 Context-Aware Agentic Access Management

  • Execution context threading with cryptographic signatures
  • Agent Cards with delegation chain preservation
  • EU AI Act transparency via behavioral biometrics + DID binding
  • Dynamic risk-based access with context state checkpoints
  • Cross-agent context sharing via MCP + DID authorization

🪞 Intelligent Reflection & XAI Controls

  • High-risk action self-assessment triggers
  • Cross-agent cognitive validation networks
  • XAI explainability for decision transparency
  • Human-in-the-loop (HITL) intervention protocols
  • Ethics & fairness monitoring during execution

🔗 Standards-Compliant Multi-Agent Security

  • MCP security with OAuth 2.1 + PKCE + ZKP across hierarchies
  • A2A authentication via Agent Cards & JWKS validation
  • ACP local runtime with PET-enabled secure aggregation
  • Federated learning protocols for cross-agent knowledge sharing
  • NIST CSF 2.0 continuous monitoring & incident response

📊 AFTER: Cognitive Audit & Learning

🔍 Identity Provenance & Lifecycle Forensics

  • DID-anchored forensic reconstruction with complete traceability
  • LLM membrane penetration tracking (training→validation→production)
  • Cross-institutional agent identity via ANS with context preservation
  • Quantum-safe forensic analysis with execution context reconstruction
  • Zero-trust lifecycle verification with provenance chain validation

📈 Explainable AI & Privacy-Preserving Ethics

  • XAI interpretability with ZKP-verified explanations
  • ISO 42005 impact assessment for fairness & bias detection
  • HITL intervention with privacy-preserved audit trails
  • Federated learning ethics assessment across institutions
  • EU AI Act algorithmic transparency & accountability

🎓 Standards-Aligned Learning & Compliance Evolution

  • NIST AI RMF continuous risk assessment & adaptation
  • Maestro threat model updates from attack patterns
  • ISO 42006 audit-ready security testing & vulnerability analysis
  • DID-based compliance reporting for EU AI Act + MAS MRM
  • ISO 42001 AIMS continuous improvement & governance evolution

🌐 Cross-Temporal Multi-Agent Governance Layer

Continuous cognitive oversight across individual agents, agent-of-agents orchestrators, and multi-agent systems with hierarchical attestation, behavioral pattern recognition, delegation chain monitoring, collective escalation triggers, emergency controls, and immutable audit trails of both individual and collective agent thoughts and actions.

🔗

LangIdentity

Identity orchestration framework

🎯

Maestro

Agentic AI threat modeling framework

🛡️

MITRE AI Atlas Matrix

AI-specific adversarial tactics & techniques

👁️

MITRE PANOPTIC

Privacy threat modeling for everyone

🔐

ZKP + PET Security

Zero-knowledge & privacy enhancement

🔧 AI-Specific Detection & Response Controls

🔍
AIDR

AI Incident Detection & Response

🛡️
LLM Red Team

Maestro-guided adversarial testing

🔄
Model Inversion

Privacy attack detection

👻
Evasion Detection

Adversarial input prevention

Reasoning Hijacking

Prompt injection corrupting individual or collective logic

Delegation Abuse

"On behalf of" privilege escalation attacks

Orchestration Loops

Agent-of-agents infinite delegation cycles

Collective Persona Drift

System-wide behavioral manipulation

Cross-Agent Reflection Bypass

Multi-layer self-assessment circumvention

Hierarchical Context Leakage

Sensitive information flowing across agent layers