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.
Katonic AI is a full-stack enterprise platform for building, deploying, and governing AI agents on your own infrastructure (on-premise, private cloud, or air-gapped). It allows employees to search company knowledge and access 250+ AI models securely.
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.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
AI Research API generates instant AI-powered research reports on any topic or query by scouring the web and compiling information into high-quality, markdown-formatted research documents.
Taskade AI Agents is a feature within the Taskade platform that allows users to generate content and automate tasks, leveraging AI for various productivity needs.
Kore.ai's Enterprise Search and Data AI provides context-aware insights across the enterprise, driving smarter decision-making for service, work, and process workflows.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
Platform to build, deploy, and evaluate grounded, governed, and trustworthy data agents. Their Agent Context Studio provides the context layer for agentic analytics.
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.
Agentforce Operations digitizes manual processes using AI-driven technology, transforming back-office operations with agile and automated workflows to improve speed, accuracy, and efficiency.
Firecrawl provides a web context API for AI agents, enabling them to search, scrape, parse, and interact with the live web, converting sources into clean Markdown or structured data.
Jotform's Tracking Manager AI Agent streamlines client progress tracking and data collection for businesses, offering a template for efficient workflow management.
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.
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.
Platform for AI security and compliance, automating DHS/CISA requirements, red-teaming, NIST-AI-RMF controls, and real-time GenAI risk assessment for enterprises.
IBM AI productivity software integrates intelligent agents and automation across hybrid environments to enhance enterprise efficiency and outcomes, focusing on improving business results.
Ghidra MCP Server is a project offering 110 tools for AI-assisted reverse engineering, indicated by an HN Show HN post. It leverages the Model-Context Protocol for its operations.
AccuKnox documentation on automating risk remediation workflows, providing guidance for security and compliance management.
Guild.ai offers a platform for governing autonomous AI agents, designed to manage enterprise AI agent workforces.
Alibaba's Wukong is an AI-native enterprise platform bringing agentic capabilities into business workflows, coordinating multiple agents for complex tasks with robust security.
Manifold provides an enterprise agent platform designed to accelerate scientific research and discovery by allowing users to control AI agents.
Torq is an AI SOC platform that combines agentic SecOps and Hyperautomation to triage, investigate, and respond to threats faster.
Automation Anywhere offers Document Automation solutions using AI, Automation, and RPA to streamline document processing and enterprise workflows.
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.
VAO offers Intelligent Document Processing and Workflow Automation using AI, designed to automate the processing of documents and streamline business workflows.
Agent Office Suite (AOSE) is an open-source, self-hosted office suite where AI agents are first-class collaborators on documents, databases, and flowcharts.
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.
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.
Tracecat is a platform that allows users to drive workflows and cases through MCP clients like Claude, Cursor, and ChatGPT, enabling building, editing, and running automations.
Prior Labs offers TabPFN MCP, a beta tool for LLMs to make predictions on tabular data, providing enhanced data analysis capabilities.
AI answer engine that performs web searches, cites sources inline, and supports conversational follow-up research. Offers APIs for search, embeddings, and agent capabilities.
An AI-driven threat intelligence and agentic SOC platform enhancing visibility, detection, and cyber resilience.
Glean's AI-powered agent library and assistant for enterprise search and knowledge management, improving work efficiency through integrated AI.
The Agentic platform is available to Google Threat Intelligence (Google TI) Enterprise or Enterprise Plus license holders, offering advanced threat analysis and agent capabilities.
The AlphaSense Developer Portal offers API access and technical documentation for its enterprise intelligence platform, enabling users to integrate proprietary internal content with external documents.




















