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.
AlgosOne offers AI trading solutions, including investment apps and AI trading bots, to help users generate profit through artificial intelligence in various financial markets.
Glean Assistant helps teams find answers, analyze data, and create content using company and web knowledge, integrating with enterprise tools for a unified knowledge base.
interface.ai's Smart Collections is an agentic, multi-channel collections AI agent designed for credit unions and community banks to automate early-delinquency outreach.
A four-layer reference model for governing AI agent behavior within organizations, from intent discovery to runtime alignment.
Open-source personal AI assistant for managing email, calendar, tasks, and workflows to boost productivity. Proactively handles digital tools.
This agent detects risks, deviations, and compliance issues in contracts, recommending changes to expedite legal review processes.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
Dragon Copilot addresses strict healthcare compliance standards, demonstrating AI adoption for sensitive, high-stakes industries and offering customized generative AI solutions.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
AI-powered engine for real-time price optimization, analyzing demand, competition, and inventory levels to maximize margins and conversion rates.
AutoDev is an AI innovation challenge focused on creating an autonomous AI software engineer capable of operating within live project environments, built using OpenClaw and Umaku.ai.
Vapi provides a platform for developers to build, test, and deploy advanced voice AI agents quickly, facilitating the creation of conversational voice AI experiences.
Honeycomb Canvas is a rebuilt workspace and autonomous agent for debugging nondeterministic LLM and agentic workflows, featuring Agent Timeline for multi-agent visibility.
Assistents' regulatory filing agent automates SEC, CMS, and agency forms, reducing filing errors and ensuring compliance with deadlines.
Provides expertise, quality, and trust for Veterans' VA disability claims by delivering accurate and comprehensive medical evidence through expert medical professionals.
VoxOps AI provides Voice AI solutions specifically for the automotive industry, enhancing communication and user interaction within vehicles.
This entry discusses the integration of AI, specifically Microsoft Copilot, into investment banking to transform how analysts perform their daily responsibilities.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
Prediction market trading agent for Kalshi, enabling queries on live portfolio status, analysis of weather forecast edges for temperature markets, and scanning for trading opportunities. All access is read-only.
OptimaI's Portfolio AI Copilot is a Generative AI solution for asset and fund managers, enabling natural language querying of portfolios and automated commentary generation.
Decentralized settlement and clearing layer with validator consensus, offering real-time USDC settlement with sub-40ms finality and transparent fees. Compliant with W3C DID Core and HAHS.
APA Platform provides agentic automation, combining AI and RPA for secure end-to-end enterprise automation of mission-critical processes.
Sandra AI provides AI employees for car dealerships, automating customer interactions like answering calls and engaging leads via SMS 24/7. The platform serves over 300,000 users monthly.
TestGrid's AI Code Review Agent provides context-aware code analysis by connecting diffs, tests, and runtime data to assess code quality and risk. Offers 'CoTester 2.0' as an AI Teammate.
Supplier onboarding automation solution by Lyzr.ai, designed for governed, reliable, and scalable enterprise needs. Offers API documentation.
RapidSOS HARMONY is an AI co-pilot for public safety, synthesizing data from over 600 million devices to automate tasks, reduce burnout, and enable faster, life-saving decisions.
An AI assistant that makes phone calls on your behalf to handle tasks such as cancellations, refunds, and negotiations.
IntelliHuman delivers Artificial Vertical Intelligence (AVI) built from real human expertise, enabling enterprise-grade AVI modules for organizations and SME contributions.
A companion tool designed to help users learn public procurement and contract administration principles, processes, and applications.
Check Point SASE (formerly Perimeter 81) offers a secure internet access solution designed to enhance network security for enterprises.
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 enterprise-grade Agentic AI system for automated video quality assessment, ensuring media integrity and compliance in broadcast environments.
Matches intercompany transactions across entities, handles tolerance thresholds, and automates reconciliation processes for improved accuracy and efficiency.
Open-source personal AI assistant platform supporting 30+ model providers, agent loops, and RAG for building intelligent agents with MCP tool use, deployable across 20+ messaging channels.
ProtΓ©gΓ© within PatentSight+ by LexisNexis IP Solutions provides fast, accurate insights for patent analysis, aiding users in making informed business decisions related to innovation.
AI agent for automating the processing of Proof of Delivery (POD) documents, extracting key data, matching it against shipment records, and identifying delivery exceptions.
Full-service digital marketing, web development, and AI agent readiness firm offering SEO, paid media, web/app development, and AI website experiences.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
Alpaca's Trading API for stocks and crypto, offering features like short selling, advanced order types, and increased buying power.
ETLZero is an AI-powered data analysis platform allowing users to upload files, analyze data, detect anomalies, and export results in various formats to transform raw data into actionable insights.
Persefoni AI, a carbon accounting and sustainability reporting platform, has launched Persefoni Ana, an agentic AI for sustainability reporting.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
DentalGPT, developed by Wildstash and available on Hugging Face, is an AI model designed for tasks related to dental information, potentially assisting with clinical guidelines and queries.
OpenClaw is a personal AI assistant accessible via chat apps, capable of managing inboxes, calendars, and flights, with extensibility for integrations.
AI Analyst by e2b-dev is an AI agent capable of performing research, writing code, and more using tools, serving as a powerful assistant for developers and researchers.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
Analyzes seller policies (return, shipping, terms, privacy) for AI-powered commerce, returning structured risk data and risk levels.
Broadridge Wealth Advisor Solutions drive digital transformation and advisor productivity, enabling businesses to scale, mitigate risk, and accelerate growth in wealth management.
Enables AI agents to create physical mail drafts and facilitates print-and-mail orders through various payment and delivery integrations.
ANP2 is an open AI-to-AI conversation network enabling agents to share knowledge, build trust, and trade. It extends protocols like ERC-8004, A2A, and MCP by adding incentive mechanisms for credit settlement and rewards.
Trulli is an AI accounting agent that interprets standards, analyzes documents, and delivers traceable, source-cited answers within existing workflows.
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.
Specialized clinician-in-the-loop AI that synthesizes patient history and suggests clinical actions in real-time, supporting compliance with preferred AI models.
AI-powered tracker for insurance license renewals, transforming compliance and regulatory operations within the insurance industry.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
Accelerates critical reporting processes and provides deeper data-driven insights for actuaries, freeing them to focus on risk management and reducing manual reporting.
Samora AI develops multilingual voice agents designed to outperform human agents in reliability and natural conversation for customer interactions.
Decentralized inference network providing cheap compute for AI agents, offering OpenAI-compatible API access at significantly lower costs.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
Folio3 AI partners with enterprises to navigate AI strategy, engineering, and transformation, offering custom AI solutions with a focus on security.
Agent-ready IRS Form 990 nonprofit dataset and API for US charity search, donor research, financial analysis, and governance review.
The Portfolio Agent is an advanced Autonomous Agent that intelligently manages user assets, ensuring optimal allocation and continuous portfolio rebalancing.
Fieldproxy AI automates the management and tracking of permit applications, specifically designed for pest control field service management to streamline operations.
An AI agent monitors state, federal, and international regulatory changes affecting insurance operations, assessing impacts on carrier compliance.
Platform for developing and automating AI agents specifically for shipment tracking purposes.
AirShelf.AI is an agentic commerce platform that makes product catalogs AI-ready, enabling transactions through AI agents like ChatGPT, Gemini, and Perplexity, moving beyond mere visibility to direct sales.
Constructor offers AI Shopping Agents (ASA) and Product Insight Agents (PIA) designed to enhance shopper journeys and improve e-commerce KPIs through AI-powered search and product discovery.
AgentCash enables AI agents to purchase data, APIs, and tools on behalf of users through pay-per-call transactions, eliminating the need for keys or subscriptions.
AI voiceover generator and text-to-speech online service that produces realistic AI voices for various applications.
Moltbook is a social network designed exclusively for AI agents to share, discuss, and upvote content, with humans welcome to observe.
Appian AI Copilot integrates with Amazon Bedrock to enhance low-code development, leveraging generative AI for faster and more efficient application building and process automation.
Flowly is a personal AI assistant that runs natively on desktop (Mac/PC) and mobile, with optional hosted infrastructure for messaging integrations.
An AI agent for automating legal case management, client portals, and billing, designed to streamline legal practice operations.
TradingAgents is a commercial AI-powered multi-agent trading platform offering automated market analysis, risk assessment, and trade execution with real-time insights and sentiment analysis.
Devin is an AI software engineer and coding agent that assists developers in building software faster using parallel cloud agents. It is designed for serious engineering teams.
Coinbase Developer Platform provides wallets, x402 payments, and AgentKit for AI agents to transact onchain. It serves as the payments rail for the agent economy, enabling AI agents to have onchain wallets.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
Platform for building, sharing, and owning AI agents, with a focus on voice chatbot creation.
Agent-to-agent commerce infrastructure offering billing, payments, escrow, marketplace, identity management, messaging, and trust scoring.
An AI agent designed to perform automated tasks without human intervention, offered by Temenos, a leader in banking software.
Integrates ServiceNow Product Catalog Management with enterprise stacks via native integrations and API coverage, deployable on Mindflow's agentic automation platform.
Deploys a hospital AI agent that routes patients to specialty departments, collects intake data, and books consultations 24/7.
Polymet.ai is an AI Product Designer that assists teams in creating production-ready designs and front-end code from descriptions or images.
AI Production Planner that automates production planning by tracking deliveries in real-time, proactively managing shipment delays, and ensuring uninterrupted production flow.
A trust-scoring and health-monitoring service for AI agents, evaluating trustworthiness, monitoring operational health, and issuing verifiable credentials for reliability and compliance.
Agentix Labs designs custom AI agents, voice agents, automation systems, and data intelligence solutions for modern businesses, specializing in AI infrastructure.
Intellectyx builds AI agents for equipment inspection, automating defect detection and analysis to enhance operational accuracy and efficiency.
Freddy AI Copilot features include ticket summarization, reply suggestions, field autofill, similar incident suggestions, resolution note generation, and help article generation.
An agentic banking platform providing a customer intelligence layer for modern banking applications, enhancing user experience and data utilization.
Provides AI solutions for biomedical imaging, focusing on pathology and integrating multimodal biomarker data to enhance healthcare diagnostic and therapeutic workflows.
Domo provides an AI agent for marketing mix analysis and optimization, with available documentation, pricing, and API details.
This agent, built with Copilot Studio and Power Platform, automates the bug reporting and updating processes in software development.
Domu AI is a behavioral intelligence platform for high-stakes servicing and account resolution, using automated, compliant conversations powered by real-time behavioral data.
AI-powered reputation management agents transform review management, cut costs, and boost digital presence, offering insights for B2B tech companies.
Peer-to-peer file transfer service over WebRTC for direct machine-to-machine transfer without touching servers, supporting A2A sessions.
Topo is an AI sales platform featuring agents for outbound sales, combining intelligent agents with full execution capabilities to engage buyers effectively.
Agentic seller agent for the BidMachine ad exchange, accessible via A2A intents. Allows buyer agents to search inventory, request deals, monitor delivery, and query market-rate intelligence.
Cabot Solutions offers AI-powered medical imaging analysis agents to detect diseases early, improve diagnostic accuracy, and support radiologists with faster, more precise insights.
API providing grounded agent context, enabling agents to access and utilize relevant information for more accurate and context-aware operations.
Jenova is an AI agent platform offering expert agents for various domains and tools to create custom agents, focusing on transforming trading execution with real-time analysis and risk management.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
Documentation for SAFE Security's integration with Google Workspace, detailing how SAFE Security provides security solutions and integrations.
MyWave.ai provides an AI co-worker for enterprises and SMBs that automates and streamlines tasks across any system, simplifying complex processes into manageable steps tailored to business needs.
Automates clinical order routing, lab result delivery, and care coordination tasks across departments using an enterprise-grade AI platform with business-wired intelligence.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
cmux is a native macOS terminal built on Ghostty, designed for multitasking and AI coding agents, featuring vertical tabs and a socket API.
Public.com offers AI agents for automated trading of stocks, ETFs, options, crypto, and bonds without coding, alongside other investment tools.
Offers revolutionary AI voice technology providing clinical interpretation and intelligent voice agents for healthcare providers.
SAP's AI Assistant for Travel and Expense, powered by Joule, streamlines T&E processes by automating expense reporting and travel booking, integrating with SAP S/4HANA.
Kore.ai provides AI agents for customer service that automate interactions 24/7, delivering intelligent self-service and support across various channels.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Conversational AI solution focused on improving customer communication through advanced dialogue management and natural language understanding.
Global employment and payroll management platform providing EOR services, facilitating international hiring, payroll, and visa processing in over 150 countries.
AI-driven fixed income analytics and corporate bond trading solution offering enhanced liquidity discovery and more efficient execution.
Acres Intelligence's AI agent analyzes zoning and generates site feasibility reports in seconds for acquisition teams in real estate.
AI networking agent for the Indian founder and startup ecosystem, matching professionals and AI agents based on intent, profile data, and credibility scoring.
CodeDuet provides AI-powered development tools including intelligent code generation, analysis, and pair programming, compatible with OpenAI and Anthropic SDKs. Offers CLI tools and AI studio.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
ATLAS AI by Captivix offers an agent catalog with over 25 pre-built AI agents for business functions like GTM strategy, sales intelligence, and customer service, designed for specific business outcomes.
Intellectyx builds AI agents for quality control inspection in manufacturing, automating defect detection and improving process accuracy.
WRITER AI Studio empowers business teams to build AI agents with AI-native governance and interoperability, offering an intelligent interface for enterprise work.
Cignara provides AI solutions for enterprise customer support, aiming to enhance customer service operations and improve user experiences.
FetchCoder V2 is an AI coding assistant for autonomous agents, designed to make shipping complex, multi-agent systems deliberate, auditable, and reliable.
Conductor allows the creation of parallel AI coding agents in isolated workspaces, enabling review and merging of their code changes.
Peargent simplifies building powerful Python AI agents by providing tools and resources specifically for agent development.
AI video camera that generates realistic facial animations and avatars for video content creation, enabling dynamic digital character performance.
High-performance web crawling platform for AI agents, offering scalable browser automation for web scraping and internet intelligence. Provides an AI browser agent platform.
Laiye Market Analysis Agent conducts in-depth market data analysis to deliver comprehensive market insights for strategic decision-making.
FRANK is an AI assistant designed to automate insurance advisory tasks, including handling quotes, paperwork, and client support, allowing advisors to focus on client relationships.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
A Raycast extension for creating powerful, contextually-aware AI commands. It enables users to leverage AI within the Raycast launcher for enhanced productivity and task automation.
AI-native security engineering platform that finds, triages, and patches codebase vulnerabilities in hours, automating the full cycle for application security, AI security, and vulnerability management.
RedBrick AI offers rapid medical data annotation services, serving as a foundation for radiology AI teams to build and scale their ground truth data.
Sendbird offers a sales concierge solution with a chat API to build branded sales experiences within mobile applications, aiming to drive sales through in-app conversations.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
Dawn Labs, acquired by MoonPay, offered an AI trading agent (Dawn CLI) for autonomous development and execution of sophisticated trading strategies.
Salesforce offers an Agentic AI CRM, enabling humans and agents to drive success together through a unified AI, data, and Customer 360 platform. Unlocks new ways to automate tasks and personalize experiences.
The Compliance Monitoring AI Agent provides continuous surveillance of regulatory obligations, tracking changes and monitoring compliance.
An AI agent-based autonomous research assistant that plans tasks, browses and validates multiple sources, and generates citation-backed reports. It aims to provide end-to-end research capabilities.
SAP is a leading enterprise software company that has launched AI agents across its ERP platform for finance, supply chain, and HR, including the SAP Autonomous Suite and Joule Work.
Secure sandboxed cloud environments for running AI-generated code, making it easy to add code interpreting capabilities to AI applications.
Real-time communication platform offering AI voice and video calling APIs and SDKs, along with interactive live streaming capabilities for developers to embed into their platforms.
Caregence by Inferenz is a healthcare-native Agentic AI platform that unifies systems, automates workflows, and enables real-time decisions for connected care.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
Frontdesk AI acts as an AI COO, enabling businesses, particularly in the aesthetic practices sector, to operate autonomously like Fortune 500 enterprises.
Aster is an AI-native research lab focused on AI research, including code and LLM optimization, aiming to accelerate research across various domains.
AI travel assistant for Messenger that finds the best hotel deals.
V2Force, a Salesforce partner, offers AI solutions for business excellence, focusing on tailored integrations, optimized performance, and maximizing ROI for Salesforce users.
Cavallo Technical Support provides a knowledge base and technical support for the Automation Agent platform, offering assistance with miscellaneous issues.
DeepOpinion's Agentic Automation Platform automates Income Tax Return processing, handling complex knowledge work and unstructured data for enterprises with AI Agents.
RAGFlow is a leading open-source Retrieval-Augmented Generation engine providing a superior context layer for AI agents, built for enterprise with reliable context and an integrated agent platform.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
Epsilon is an AI-powered search engine for scientific research, designed to help researchers find relevant citations, generate summaries, and synthesize insights to accelerate their work.
Dispatchino is an AI-powered dispatch agent for auto transport, negotiating loads, contacting brokers and customers, and managing documents.
Finlay the FAQ writer is a marketplace agent that generates SEO-optimized FAQ sections from article titles using Google's 'People Also Ask' data.
Spotware Systems' cTrader AI Agent Connect allows AI agents to interact directly with the cTrader platform for trading, market analysis, and position management using natural language.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Basepilot provides AI agents specifically designed for insurance claims operations, aiming to streamline and automate the claims process.
Learn how autonomous agents go beyond bots to deliver cross-functional automation with Agentic Process Automation, as offered by Automation Anywhere.
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.
Deploy autonomous AI agents that streamline customer onboarding, compliance, risk, lending, and operations securely, privately, and with enterprise governance.
Cross-branch semantic conflict detection engine for Git. Checks compatibility before merges by detecting mismatches in function signatures, HTTP routes, GraphQL schemas, OpenAPI specifications, and protocols.
The Atropos Evidence Agent is an expert AI agent that integrates real-world evidence directly into clinical workflows for healthcare.
Stokhold AI Investment Copilot automates stock market portfolio management, providing trade-by-trade guidance to outperform the market.
Complyance offers AI agents for policy drafting, creating tailored, best-practice policies aligned to mapped controls to accelerate compliance policy creation.
Sovereign A2A merchant specializing in SEA and BRICS+ corridors, providing geopolitically aware intelligence, regulatory compliance wrapping, and semantic trade data.
Anthropic's Usage Policy outlines the terms and guidelines for using their AI products and services, detailing acceptable use, restrictions, and user responsibilities for safe and ethical AI interaction.
Cadastral is an AI-powered platform designed to automate and accelerate commercial real estate workflows with speed, accuracy, and efficiency.
Parea AI is an experimentation and human annotation platform designed for AI teams to test and evaluate their AI models.
APIDNA provides vertically-trained agentic systems designed to reliably execute real-world workflows across enterprise environments, focusing on reconciliation, compliance, and process automation.
The Economic Research Institute for ASEAN and East Asia (ERIA) is a knowledge hub providing analysis, policy support, and initiatives for regional integration.
AI agent for life-science professionals that helps extract and synthesize evidence from scientific literature for literature reviews and evidence synthesis.
Automates insurance claim appeal triage, evidence assembly, and regulatory-compliant responses to optimize overturn rates and reduce loss adjustment expenses.
GLM-5 is an AI model targeting complex systems engineering and long-horizon agentic tasks. It powers Z.ai, a free AI chatbot and agent capable of building websites, creating slides, and analyzing data.
Roots is an AI agent platform for insurance, automating claims and underwriting processes to reduce risk and speed up handling. It extracts data and alerts adjusters to minimize missed deadlines.
Starship Technologies is a leader in autonomous robot delivery, focusing on providing a future-forward delivery service using robots.
Novacura, an IFS partner, provides low-code solutions and AI enhancements for ERP systems, including industrial AI copilots and tools to improve decision-making and operational efficiency.
Broadridge Tbricks platform for trading and risk management across equities, ETFs, derivatives, and FX, featuring volatility trading, pricing, and smart order routing.
AI platform for video reshoots and lip generation, enabling content reimagining and translation.
Harvey Support Hub provides resources for setting up accounts, customizing settings, and managing integrations for workflow automation and playbooks.
Fractal.ai's Production Yield Optimization Autonomous AI uses DRL training and simulations to enhance AI capabilities in production processes.
Model Context Protocol (MCP) is an open standardized protocol for connecting LLMs to external tools, APIs, databases, and services, enabling clients to access tools exposed by an MCP server.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Anaplan's Anomaly Detector Agent identifies and resolves irregularities in real-time to maintain planning precision within the Anaplan platform.
Trend intelligence and consumer behavior agent providing expert-curated knowledge graphs and synthetic analyst personas across various retail and consumer sectors.
AI agent for enterprise content orchestration. Autonomously reasons through multi-document workflows to search, analyze, and create finished outputs.
BIOS is an AI Scientist focused on biomedical research, developing tools and AI agents to accelerate scientific discovery. It ranks highly on BixBench.
Idler provides Reinforcement Learning (RL) environments for AI model training and development.
Jotform's Nutrition Coaching Intake AI Agent template assists in collecting client data for personalized nutrition coaching services.
Propel AI is a leading AI agent for PR and Communications professionals, designed to revolutionize the management and execution of PR tasks.
VC Boom is an AI-powered platform for venture capital deal sourcing and analysis, helping investors identify and evaluate investment opportunities.
Xurrent Developer Documentation provides GraphQL and REST APIs for integrating with Xurrent services, including Request, Workflow, CI, Service, and SLA management.
Legal framework for AI agents to create, sign, and verify Ricardian Contracts for delegation and commerce, with human-readable and machine-parsable output.
Autonomous yard management solutions that automate truck movement, improve visibility, and reduce downtime in logistics yards.
Refresh builds Reinforcement Learning environments and datasets for training frontier AI models, partnering with domain experts in software engineering, finance, and healthcare.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
