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.
Praxim offers an AI assistant for Microsoft Word, aiming to provide enhanced functionality for document editing and content generation within the Word environment.
Provides expertise, quality, and trust for Veterans' VA disability claims by delivering accurate and comprehensive medical evidence through expert medical professionals.
IntelliHuman delivers Artificial Vertical Intelligence (AVI) built from real human expertise, enabling enterprise-grade AVI modules for organizations and SME contributions.
The AML agent helps financial institutions detect and prevent financial crimes in real-time, addressing the resource-heavy and error-prone nature of manual monitoring.
Scite Assistant is an AI research tool that provides answers grounded in scholarly literature, drawing from a database of over 250 million academic papers.
Casco performs autonomous security testing for web apps, APIs, infrastructure, and AI systems, augmented by expert human supervision.
Linkly is a local search engine built for AI agents, enabling AI tools to read and understand local documents through full-text search.
Gosign offers enterprise AI agents for tracking mandatory training compliance and expiring certifications, with auditable LLM decisions and governance features.
Matches intercompany transactions across entities, handles tolerance thresholds, and automates reconciliation processes for improved accuracy and efficiency.
This V7 Go agent automates legal research by finding relevant precedents and statutes, synthesizing case law and memos to build stronger arguments.
Deep research service with audit trails, providing reports, datasets, and chains where every claim links to its source and tool call. Operates on a pay-as-you-go model.
Cybe Analysis is an autonomous AI agent that analyzes, contextualizes, and prioritizes vulnerabilities with senior-analyst expertise, reducing false positives.
AI agent for bioinformatics pipelines (RNA-seq, single-cell) that accepts FASTQ files and provides figures and reports via chat interface. Free tier available.
Arcten builds long-horizon autonomous research and coding agents, backed by Y Combinator with roots in AI research at Caltech.
Global employment and payroll management platform providing EOR services, talent hiring, and visa processing in over 150 countries.
Enterprise organizations increasingly rely on web-based applications for critical business processes, yet many workflows remain manually intensive, creating operational inefficiencies.
Ada is an AI-powered symptom checker and health assessment app providing personalized health information and enterprise solutions to improve health and care.
AI spreadsheet generator that creates advanced Excel files with formulas and formatting from a single prompt, integrated with Agentic AI.
AI Tax Assistant (XatBot) is part of the Orbitax International Tax Platform, designed to simplify global tax compliance for businesses.
AI agent for automating the processing of Proof of Delivery (POD) documents, extracting key data, matching it against shipment records, and identifying delivery exceptions.
Automates fire department evaluation and regulatory research for Fire Protection Engineers handling fire safety laws and performance analysis.
Agentic document processing leverages AI agents for end-to-end autonomous document workflows, including OCR and data extraction, with LlamaIndex.
An AI agent-based autonomous research assistant that plans, browses multiple sources, validates information, and generates citation-backed reports using agentic reasoning.
Dari provides a simplified way to build production-grade browser automation agents, focusing on making the development of web-interacting agents more accessible and robust.
Assesses and monitors AI risk in vendors, providing continuous monitoring and adaptive insights into emerging threats for AI-driven third-party risk management.
Automates invoice capture, validation, and routing from any source. Extracts data with 98% accuracy and matches to purchase orders for automated approval.
Automated review of user access rights, analyzing permissions, detecting anomalies, and orchestrating the entire recertification process.
SYMAR provides instant, bias-free market insights through AI Personas, Synthetic Surveys, and Focus Groups to understand customer behavior and inform decisions.
Automates matching of vendor statements against AP sub-ledger using OCR extraction from emails and vendor portals. Flags discrepancies and accelerates reconciliation for faster closing.
Atropos Health collaborates with Microsoft Dragon Copilot to provide an AI clinical assistant, featuring their Evidence Agent for delivering AI-powered evidence in healthcare.
AI agent for optimizing AEO/GEO performance, part of a platform focused on moving enterprise AI agent projects to production.
AI Scientist for biomedical research, ranked #1 on BixBench. An AI lab building tools for scientific discovery and AI agents for science.
Automation Anywhere provides agentic process automation to accelerate loan decisions, ensure compliance, and enhance borrower experiences in loan underwriting.
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.
This entry discusses the integration of AI, specifically Microsoft Copilot, into investment banking to transform how analysts perform their daily responsibilities.
Global tax compliance software that simplifies VAT, GST, and sales tax management worldwide by automating registration, calculation, and filing.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
Prodigal provides AI agents purpose-built for loan servicing and debt collections, aiming to increase self-serve payments, reduce costs, and improve consumer experiences.
AI Data Entry Automation Agent that extracts data from documents like invoices, forms, and contracts to populate systems, reducing manual data entry.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
A Research Agent that utilizes dataforseo for web search capabilities, designed to assist in deep research tasks.
Bharat AI Copilot is a modular, sovereign AI agent built on Blink for tasks like form filling and data extraction, with integrations for Google Drive, Sheets, Docs, and Calendar.
Automate vendor risk assessment with V7 Go's AI agent, analyzing SOC2 reports and security questionnaires to identify control gaps in minutes.
Luthor ensures content accuracy, compliance, and safety before publication, acting as a control layer for regulated industries.
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.
Lyzr's Document Extraction for Litigation Agent automates document extraction for legal cases, reducing costs and legal risks associated with manual e-discovery processes.
Parcha.ai offers AI-powered institutional-grade verification for automated enhanced due diligence, providing comprehensive risk analysis and regulatory compliance for high-risk entities.
Emburse offers a platform of global software solutions for managing travel, expense, invoice, and business payments, with a focus on AI agents for T&E management.
Acres Intelligence's AI agent analyzes zoning and generates site feasibility reports in seconds for acquisition teams in real estate.
Complyance offers AI agents for policy drafting, creating tailored, best-practice policies aligned to mapped controls to accelerate compliance policy creation.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
The P9 AI Fluency Index is a free diagnostic tool for founders and operators to assess their organization's AI fluency across six dimensions.
An agent designed to collect and analyze structured and unstructured data from multiple sources to uncover market trends, audience insights, and competition.
ETLZero is an AI-powered data analysis platform for uploading files, analyzing data, detecting anomalies, and exporting results quickly into actionable insights.
A Competitive Content Intelligence AI Agent designed to analyze competitor content strategies and identify opportunities for content improvement.
A cognitive SOC platform utilizing agentic AI to solve complex security operations at scale with high accuracy and awareness.
Affil.ai is an AI Affiliate Network for financial companies, focusing on AI compliance and monitoring for affiliate marketing.
Gruve's AI Compliance Agent automates compliance by providing real-time policy updates, regulatory mapping, automated audits, and end-to-end AI compliance automation for enterprise teams.
Oracle Health EHR includes the Multum drug database and features an agent that can answer questions about clinical guidelines, drug interactions, and side effects, providing summaries with links to source information.
IQVIA Med-R1 Deep Research Agent uses an LLM to synthesize information from multiple sources for medical reasoning and research, providing clear and detailed answers.
Synth AI offers managed research services to ensure the production readiness of AI agents, bridging the gap between development and deployment.
Automates ESG portfolio analysis by validating sustainability claims against external data, detecting greenwashing, and ensuring compliance with mandates.
Autonomous AI agents designed for enterprise operations within the trade finance sector.
AI regulatory compliance software that automates audits, detects risks, and generates accurate, audit-ready reports.
A cybersecurity AI agent that autonomously scans for vulnerabilities and threats in cloud infrastructure and applications, offering managed security services for enhanced protection.
AI agents for procurement that work 24/7, designed to handle manual tasks like data copying and chasing confirmations, freeing up professionals' time.
Automates Letter of Credit (LC) processes, reducing processing time by 80% and ensuring compliance by streamlining complex tasks.
Agent Studio provides a platform to automate the processing of supplier invoices, addressing issues of manual processing, errors, and missing information.
Norm Ai offers a compliance agent for Microsoft 365 Copilot, designed to integrate AI into enterprise workflows and assist with compliance tasks.
AI Agent designed for extracting information from lease agreements. Integrates with Domo.
An AI-powered research agent that automates repetitive research tasks, monitors markets, and provides real-time insights for investment teams, speeding up diligence and discovery.
Yext is an enterprise agentic marketing platform providing intelligence, verified data, and distribution across AI and search for marketing.
Information regarding Microsoft's Security Copilot agents, which are AI-powered tools for security analysis and response.
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.
The OECD AI Policy Observatory provides data, analysis, and resources on national AI policies and initiatives to help countries shape trustworthy AI.
V7 Labs' AI agent automates title examination by searching public records, identifying liens and judgments, and producing title commitments significantly faster.
CoLoop is an AI Copilot for insights and strategy, offering AI tools for qualitative research, data analysis, user research, survey analysis, and interview transcription.
AiAuditBuddy is an AI-powered audit assistant for ISO 27001, SOC 2, and NIS 2 compliance, automating evidence collection and GDPR security.
DeepCode is an open agentic coding agent project focused on Paper2Code, Text2Web, and Text2Backend code generation, stemming from academic research.
The Debt Collection AI Agent automates debt recovery while ensuring regulatory compliance, managing outreach, payment plans, and communication.
Security Copilot Phishing Triage Agent for identifying and handling phishing attempts, with documentation available for setup and feedback.
Validates expense claims with automated accuracy and completeness, ensuring compliance with company policies.
Automates RFQ creation by processing requirements, selecting templates, and ensuring compliance with organizational standards.
Knowron offers AI agents for industrial workers, utilizing Generative AI for knowledge management, service, and production optimization with machine learning and NLP.
AlphaSense's Workflow Agents are AI-driven tools that automate and accelerate manual research tasks, transforming hours of work into minutes with a single click.
An autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
Domo's AI Agent for Invoice Capture and Anomaly Detection automates invoice data extraction and identifies discrepancies, streamlining accounts payable operations.
A vendor document verification AI agent designed to automate the process of verifying vendor-submitted documents, likely for compliance or onboarding purposes.
Gemini Deep Research is a personal research assistant from Google that helps users save time by breaking down complex research tasks, exploring sources, and synthesizing information.
AI copilot for small business compliance, focusing on permits, inspections, and license renewals. Offers beta testing in Sacramento County.
AI agents focused on food and beverage compliance and operations, offering demo booking and specialized solutions.
Fazeshift offers an AI agent specifically for Accounts Receivable (AR) management, aiming to optimize and automate AR processes.
Develops custom AI solutions for businesses, including customer inquiries, document verification, and invoice processing, trusted by over 30 health insurance companies and medical practices.
Cuckoo is a Y Combinator-backed AI live translator for global sales, marketing, and support teams, facilitating effortless communication across different regions and languages.
Tech publishing and community platform where users can read, write, and learn about technology, featuring contributions from over 25,000 writers.
An AI agent for vendor onboarding that collects W-9s, runs compliance checks, and creates vendor records in systems like Jira, ServiceNow, and Slack. MCP-ready.
Mercoa provides an AI Agent for Billpay platforms, enabling payment of invoices with virtual cards and integrating embedded BillPay, Invoicing, and Payouts APIs for SaaS platforms.
Browser automation CLI tool for AI agents, developed by Vercel Labs. Contribute via GitHub.
AI agent for life-science professionals that accelerates R&D, market intelligence, and clinical insights, acting as a full-time teammate.
Virtualworkforce.ai provides an AI email assistant designed to automate email handling, draft replies, and label messages by learning from mailboxes and ERP systems.
Tool for generating and enriching lists, researching companies, monitoring pricing, and analyzing documents through a native table interface.
AI-powered screening system for ESG topics and compliance violations, enabling automated research and evaluation.
Minicor deploys self-healing computer use agents that automate legacy desktop systems, capable of detecting failures, self-correcting, and maintaining operation through UI changes.
CredFlow AI is a credentialing and enrollment agent designed to automate and accelerate healthcare provider onboarding, learning specific processes and adhering to defined rules to ensure continuous revenue flow.
Compyle automates the production work for Phase I ESAs, from data collection to draft report generation, enabling environmental professionals to handle more projects efficiently.
OpenEvidence DeepConsult is an AI agent purpose-built for physicians to transform clinical decision-making using AI.
Vici.bio is an AI agent for computational biology that searches papers, designs reproducible workflows, and executes them, enabling rapid progression from idea to results.
SuperNinja's research agent browses the web, analyzes documents, cross-references sources, and compiles structured reports with verified citations for autonomous research.
Hypatos provides AI agentic automation for Accounts Payable, reducing Days Payable Outstanding (DPO) and manual effort through end-to-end processing of AP documents.
TAYL is an application that transforms websites, blogs, and articles into audio content, allowing users to listen to web content as they would listen to podcasts.
SteelEye's Compliance CoPilot is an intelligent assistant that enhances the alert review process by seamlessly integrating into financial services compliance workflows.
Cross-checks time data, schedules, and geolocation records to prevent payroll fraud and ensure accurate payroll processing.
PubMed.ai is an AI-assisted literature search tool that helps users find, review, and extract key insights from biomedical research, generating structured research reports.
Real-time AI voice translation and transcription app for meetings, interviews, and language classes, suitable for travel and study abroad.
ZBrain's agent validates tax information on purchase orders against legal standards, reducing manual checks and compliance risks for enterprises.
AI Agent that transforms survey data into actionable insights, saving time, ensuring accuracy, and identifying critical themes and sentiments.
HighRadius's AI-powered dunning software expands past-due coverage and automates personalized dunning outreach, ranked No. 1 by Gartner and IDC.
Kastle is an AI platform for mortgage servicing and consumer lending, automating borrower interactions, ensuring compliance, and reducing costs.
Owkin's Specialized Biological AI Agent Pathology Explorer, launched with Anthropic's Claude, is designed for healthcare and life sciences.
Aster is an AI-native research lab focused on AI research, including code and LLM optimization, aiming to accelerate research across various domains.
AI agent for life-science professionals that helps extract and synthesize evidence from scientific literature for literature reviews and evidence synthesis.
An AI agent that extracts intercompany transaction data from multiple ERPs, performs automated matching, identifies discrepancies, and facilitates resolution.
This solution analyzes OCR-extracted contract data to identify leases according to accounting policies, structuring results for transfer to SAP CLM.
Documentation for SAFE Security's integration with GitLab, outlining how SAFE Security offers security solutions and integrations for GitLab environments.
Financial Reconciliation AI Agent uses predictive analytics to auto-match transactions, flag discrepancies, and accelerate month-end close processes.
UpToDate Expert AI is a GenAI clinical reasoning tool grounded in evidence-based content, aiding case analysis and clinical question answering.
Real-time AI voice translation service for meetings and events, supporting over 50 languages with industry-specific voice translation.
Processes requisition requests by validating them against procurement policies, ensuring compliance and efficiency.
MerchJar's AI Copilot for Amazon Ads transforms plain English into expert strategies and automations for Amazon sellers, offering AI-powered ad management to eliminate the need for external agencies.
Brand positioning intelligence platform providing structured competitive analysis to understand why and how competitors position themselves.
ProcIndex provides AI agents for accounting tasks like accounts payable, accounts receivable, and reconciliation, automating work within existing ERP systems.
AgentShield Repo is a GitHub repository likely containing code and resources related to the AgentShield project, which may involve agent security or management.
V7 Go's AI agent accelerates sanctions screening by automatically resolving false positives in SWIFT payment queues, reducing investigation time and ensuring compliance.
Advanced threat hunting agent using machine learning to detect cyber attacks, analyze patterns, and provide proactive security recommendations.
Piper is an on-demand research assistant designed for marketing applications, aiming to usher in an era of agentic marketing.
Silurian AI develops foundation models focused on planetary-scale Earth systems. They provide tailored intelligence by building models that maximize the value of physical assets and infrastructure.
MedDeep AI delivers evidence-based answers to clinical questions, grounded in current guidelines and peer-reviewed research, providing clear citations for medical professionals.
Emily is a 24/7 receptionist agent designed to live on your phone, providing assistance and managing tasks.
UpAgents is an AI agent marketplace for real estate appraisers, automating property tax calculations and report generation for audit-ready results.
Money Forward, Inc. is introducing an AI-supported lease contract assessment solution to streamline compliance with new accounting standards.
AI text-to-speech tool that converts academic papers and research journals into audio, designed to help users listen to complex documents.
Scales multilingual communication with AI translation agent solutions, automating workflows, improving accuracy, and integrating systems.
Ansarada's AI data room assistant, Ask Aida, is designed for M&A due diligence, helping dealmakers achieve optimal outcomes with advanced virtual data room solutions.
OpenEvidence is a medical AI partner of The New England Journal of Medicine, offering healthcare professionals answers grounded in peer-reviewed research from leading medical journals.
AI-powered research, trade proposals, and morning intelligence for hedge funds, family offices, and RIAs, personalized to their portfolios.
AI-powered finance automation platform that streamlines accounts payable and expense audit workflows, moving beyond manual audits and rigid AI tools.
Brex's AI-powered financial assistant automates expense management, addressing manual data entry, policy compliance, and approval bottlenecks.
The Refund Evaluator agent uses agentic automation to assess refund eligibility based on purchase details and company policies.
Copilot for financial institutions to accelerate and strengthen third-party diligence, modernizing compliance stacks without increasing headcount or costs.
AI agent for clinical documentation that automates the generation of medical notes, streamlining workflows for healthcare professionals.
Cassidy AI is a knowledge agent designed for marketing agencies to automate SEO research, including keyword discovery, clustering, and generating cited content briefs. It enables building AI agents that operate like a team.
Automates balance sheet accuracy by detecting variances and implementing automated corrections for financial reporting.
An AI agent for spend analysis that extracts spend data from AP and procurement systems, categorizes it using AI taxonomy mapping, and identifies cost-saving opportunities.
BrowserPilot is an open-source alternative to Perplexity Com, allowing users to describe tasks in natural language. It navigates like a human, handles anti-bot measures, and exports data in various formats.
DeepOpinion's Agentic Automation Platform automates knowledge work and unstructured data handling for EU Customs Declaration processing using enterprise-grade AI Agent Apps.
Bretton provides AI agents specifically designed for financial compliance, including Anti-Money Laundering (AML), Know Your Customer (KYC), and Sanctions screening.
User Intuition is an AI agentic research platform that conducts consumer studies, including preference checks and message tests, delivering results within hours.
NinjaTech's AI Research Agent performs web browsing, document analysis, source cross-referencing, and compiles structured reports with verified citations for quick or deep research.
Reprompt AI provides accurate global business data for KYB, risk screening, and location verification, powered by AI agents performing deep research.
Gem's AI Fraud Detection Agent identifies fraudulent applications before they become security threats or waste team resources. It integrates AI into recruiting workflows.
Open-source AI-powered browser automation tool enabling users to interact with web pages via natural language for automated browsing and data extraction.
Autonomous ML research agent focused on Markdown-only skills, enabling cross-model review loops, idea discovery, and experiment automation, compatible with various coding assistants.
AI agent for enterprise content orchestration. Autonomously reasons through multi-document workflows to search, analyze, and create finished outputs.
Assistents' regulatory filing agent automates SEC, CMS, and agency forms, reducing filing errors and ensuring compliance with deadlines.
V7 Go's AI agent automates regulatory reporting field mapping for Basel III and Dodd-Frank, ensuring data lineage, validating mappings, and accelerating compliance submissions.
AnswerThis is a scientific discovery platform that aims to reduce manual research work from hours to minutes, described as an AI research assistant.
A Generative AI Copilot platform for life sciences, aiming to accelerate R&D decision-making through agentic AI.
BrokerCheck by FINRA is a tool to access employment history, certifications, licenses, and violations of brokers and investment advisors, helping users verify financial professionals.
AccuKnox documentation on automating risk remediation workflows, providing guidance for security and compliance management.
OxideTerm is a local-first SSH workspace offering a remote node environment with shell access, SFTP, port forwarding, and lightweight editing, built with zero Electron and zero OpenSSL for enhanced security.
LlamaParse, by LlamaIndex, is an advanced agentic OCR solution for processing complex documents, including messy tables, charts, and images, with high accuracy.
Accelerate brand growth with AI agents for innovation and consumer research, enabling teams to identify trends, map whitespace, and launch products.
Voice and text translation service enabling real-time translation of spoken words and written text across multiple languages.
An AI agent designed for expense management, aiming to eliminate borders, blockers, and blind spots in financial operations.
Automates customer identity verification, sanctions and PEP screening, and risk scoring using machine learning models. Processes identity documents, runs watchlist checks, assigns risk ratings, and generates compliance reports.
AI-powered audit readiness and compliance automation for ISO 27001, SOC 2, and NIS 2, automating evidence collection and GDPR security.
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.
An AI agent designed to automate the reconciliation of media spend, ensuring accuracy and efficiency in financial tracking for advertising investments.
Lyzr.ai's PO creation agent automates the generation of Purchase Orders, streamlining procurement workflows. Offers API documentation.
AI agent for searching contracts, part of a platform focused on moving enterprise AI agent projects to production.
Sahara AI provides an AI workforce for managing digital assets, offering research, execution, and portfolio management with zero custody and KYC, free to start.
Dragon Copilot addresses strict healthcare compliance standards, demonstrating AI adoption for sensitive, high-stakes industries and offering customized generative AI solutions.
DBee is an AI assistant that transforms timesheet and expense reporting, delivering instant insights and simplifying oversight for admins and approvers, built for compliance-driven organizations.
AI software designed for legal professionals, assisting large law firms with tasks such as drafting legal documents, conducting research, and reviewing contracts. Aims to streamline due diligence and compliance.
Medable's Agent Studio empowers life sciences teams to build GxP, ICH, HIPAA, GDPR, and CDISC compliant Agentic AI for clinical trials, offering eCOA and Decentralized Clinical Trial (DCT) solutions.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
DeepWiki provides conversational AI access to documentation for any GitHub repository, enabling deep research and understanding of codebases.
Learn how specialist AI agents automate paperwork, boost accuracy, and ensure compliance effortlessly with Rossum's AI document processing solution.
Agentic Workforce provides AI agents for automated invoice processing and remittance matching, achieving speed and accuracy in accounts payable.
KAPTO is an AI agent for insurance process automation, focusing on end-to-end processing and continuous learning. It provides solutions for various industries through its AI Engine.
AI agent for validating receipts, extracting data, and verifying information for financial or administrative purposes, supporting documentation and API integration.
Dotmatics offers solutions for lab workflow management, aiming to empower scientists to move faster by standardizing processes for better control, efficiency, and compliance.
RedCarbon offers AI-powered cybersecurity solutions, including an AI Threat Hunter for alert triage and threat hunting at machine scale, emphasizing advanced AI for investigation and automation.
The Financial Compliance & Reporting AI Agent automates regulatory filings from data gathering to submission, ensuring on-time, accurate reporting with complete audit trails.
Discrepancy AI is an autonomous AI agent for property management, handling operational tasks like compliance reports, tenant document review, and communication to allow managers to focus on portfolio growth.
eZintegrations' Procure-to-Pay AI agent manages the P2P cycle across SAP and Oracle, achieving over 90% touchless rates and reducing cycle time significantly.
DeepOpinion's AI agent automates utility bill processing by handling complex knowledge work and unstructured data with enterprise-grade AI Agent Apps.
NetProphet's Public Records AI Agent (SAFE) scans SEC filings and breach portals to automate vendor risk assessment in under a minute.
OpenAlice is an open-source, self-hosted AI trading agent that reads markets, makes decisions, and trades autonomously with visible reasoning.
