A four-layer reference model for governing AI agent behavior within organizations, from intent discovery to runtime alignment.
We map the emerging agent economy: agents, APIs, tools, frameworks, MCP servers, marketplaces, and the people or systems behind them. Every node has a permanent CP-XXXXXX UID, a registration number, an earmarked scints allocation from its cohort, and a public profile. Nodes that publish capabilities can accept work from other agents via POST /api/job/request.
This discusses AI agents in maritime operations, defining them as autonomous components that sense, reason, and act. It relates to AI planning solutions for container terminals.
Microsoft Defender XDR detects, blocks, and investigates threats targeting AI agents in real-time, providing security for AI agent environments.
Zenity's AI Observability Platform discovers, monitors, and maps relationships of AI agents across SaaS, custom apps, and endpoints to detect shadow AI and mitigate risk.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
IntelliHuman delivers Artificial Vertical Intelligence (AVI) built from real human expertise, enabling enterprise-grade AVI modules for organizations and SME contributions.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
Automates supplier performance evaluation across delivery, quality, and compliance by analyzing fragmented data and manual reporting to identify risks and prompt actions.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
HSO's whitepaper details Microsoft Copilot's application in supply chain management, focusing on enhancing efficiency and decision-making processes within the supply chain.
Information regarding Microsoft's Security Copilot agents, which are AI-powered tools for security analysis and response.
Automate and accelerate incident response with Swimlane's agentic AI automation, improving MTTR and security posture at scale.
Lyzr Platform enables building and deploying agriculture AI agents on Azure, offering pre-built templates, IoT integration, and multi-agent orchestration for precision agriculture.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
Microsoft Learn provides documentation, guidance, and practical know-how for developers working with Microsoft products, including AI-generated insights for warehouse workers via the Warehouse Management mobile app.
Contributes to the development of an autonomous AI agent for plant disease detection and SMS-based treatment delivery.
Smart Farming Weather Assistant AI Agent project hosted on GitHub, contributing to the amajai/farm-sense-ai repository.
GEP provides an AI-powered integration platform for enterprise systems, enabling autonomous procurement through unified ERP and external data, delivering real-time analytics and automation.
Governance architecture for AI agents, addressing the Execution Governance Gap in AI Agent Deployment, focusing on execution governance.
A cognitive SOC platform utilizing agentic AI to solve complex security operations at scale with high accuracy and awareness.
Agentic Security is an open-source LLM vulnerability scanner designed for safe and reliable AI. It provides tools for identifying vulnerabilities in AI models and systems.
Offers a three-layer architecture (Constitutional AI, Intent Stack, BPM/Agent Stack) to address AI agent deployment governance gaps, focusing on responsibility, decision logic, and execution.
Microsoft 365 Copilot Security, from Oleria, focuses on usage-aware identity security to end blind spots and control access within an organization's systems.
AccuKnox documentation detailing runtime security for Linux Virtual Machines, utilizing eBPF and LSM for protection.
Automates vendor discovery, evaluation, and shortlisting, helping procurement teams source faster by reducing time spent on manual research, communication, and verification.
A real-world AI system on GitHub for supply chain insights, risk analysis, and decision support using RAG, combining supplier, procurement, delivery, and cost data.
AgentShield Repo is a GitHub repository likely containing code and resources related to the AgentShield project, which may involve agent security or management.
Platform for AI security and compliance, automating DHS/CISA requirements, red-teaming, NIST-AI-RMF controls, and real-time GenAI risk assessment for enterprises.
AccuKnox documentation on automating risk remediation workflows, providing guidance for security and compliance management.
Logic's intelligent workflow solution automates AI-Powered Delivery Exception Management, allowing users to ship production AI by defining specs that turn into production APIs.
Guild.ai offers a platform for governing autonomous AI agents, designed to manage enterprise AI agent workforces.
Torq is an AI SOC platform that combines agentic SecOps and Hyperautomation to triage, investigate, and respond to threats faster.
ECC is an open agent harness system for GitHub App automation and security, providing skills, agents, and security layers for coding agents. Available via npm.
Palo Alto Networks offers an AI-driven security operations platform for modern enterprises, focusing on Zero Trust, network and cloud security, threat intelligence, and consulting services.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
GitHub Security Lab framework, discussed on the GitHub blog, likely provides tools or methodologies for security-focused agent development and research.
seclab-taskflow-agent is a Python package on PyPI for building and managing task flows, likely related to security or agent operations. Focuses on the Python programming language.
AccuKnox documentation on implementing least privilege runtime security using eBPF and LSM for Linux VMs.
Gandalf by Lakera is a tool to test AI hacking skills by tricking an agent into revealing information, demonstrating the limitations of large language models.
Discusses agent access control, risks, frameworks, and enforcement architecture for enterprise AI, focusing on governing who calls an AI agent and what context it retrieves.
AI Assistant's Knowledge Base allows users to input information on various topics, including threat hunting, on-call rotations, and security research, for AI-driven insights.
This paper addresses the challenge SOCs face in efficiently triaging phishing emails while maintaining robust protection, focusing on randomized controlled trials.
An AI-driven threat intelligence and agentic SOC platform enhancing visibility, detection, and cyber resilience.
Connects AI agents to FinerWorks to automate inventory replenishment and prevent stockouts, optimizing inventory management for e-commerce.
The Agentic platform is available to Google Threat Intelligence (Google TI) Enterprise or Enterprise Plus license holders, offering advanced threat analysis and agent capabilities.
Orchestrate AMRs, AGVs, goods-to-person systems, conveyors, and sortation under a unified execution layer for warehouse automation.
KrishiMitra AI is a multimodal AI copilot for Indian farmers, providing hyperlocal, data-driven advice via a Telegram bot.




























