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.
Gosign offers enterprise AI agents for tracking mandatory training compliance and expiring certifications, with auditable LLM decisions and governance features.
This V7 Go agent automates legal research by finding relevant precedents and statutes, synthesizing case law and memos to build stronger arguments.
Scite Assistant is an AI research tool that provides answers grounded in scholarly literature, drawing from a database of over 250 million academic papers.
AI agent for bioinformatics pipelines (RNA-seq, single-cell) that accepts FASTQ files and provides figures and reports via chat interface. Free tier available.
An AI agent-based autonomous research assistant that plans, browses multiple sources, validates information, and generates citation-backed reports using agentic reasoning.
Automated review of user access rights, analyzing permissions, detecting anomalies, and orchestrating the entire recertification process.
This entry discusses the integration of AI, specifically Microsoft Copilot, into investment banking to transform how analysts perform their daily responsibilities.
Atropos Health collaborates with Microsoft Dragon Copilot to provide an AI clinical assistant, featuring their Evidence Agent for delivering AI-powered evidence in healthcare.
Automate vendor risk assessment with V7 Go's AI agent, analyzing SOC2 reports and security questionnaires to identify control gaps in minutes.
AI Scientist for biomedical research, ranked #1 on BixBench. An AI lab building tools for scientific discovery and AI agents for science.
Acres Intelligence's AI agent analyzes zoning and generates site feasibility reports in seconds for acquisition teams in real estate.
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.
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.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
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.
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.
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.
Parcha.ai offers AI-powered institutional-grade verification for automated enhanced due diligence, providing comprehensive risk analysis and regulatory compliance for high-risk entities.
Automates ESG portfolio analysis by validating sustainability claims against external data, detecting greenwashing, and ensuring compliance with mandates.
Complyance offers AI agents for policy drafting, creating tailored, best-practice policies aligned to mapped controls to accelerate compliance policy creation.
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.
ETLZero is an AI-powered data analysis platform for uploading files, analyzing data, detecting anomalies, and exporting results quickly into actionable insights.
A cybersecurity AI agent that autonomously scans for vulnerabilities and threats in cloud infrastructure and applications, offering managed security services for enhanced protection.
Affil.ai is an AI Affiliate Network for financial companies, focusing on AI compliance and monitoring for affiliate marketing.
AI agents for procurement that work 24/7, designed to handle manual tasks like data copying and chasing confirmations, freeing up professionals' time.
Norm Ai offers a compliance agent for Microsoft 365 Copilot, designed to integrate AI into enterprise workflows and assist with compliance tasks.
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.
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 for food and beverage compliance and operations, offering solutions for regulatory adherence and operational efficiency.
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.
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.
Real-time AI voice translation service for meetings and events, supporting over 50 languages with industry-specific voice translation.
UpToDate Expert AI is a GenAI clinical reasoning tool grounded in evidence-based content, aiding case analysis and clinical question answering.
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.
IntelliHuman delivers Artificial Vertical Intelligence (AVI) built from real human expertise, enabling enterprise-grade AVI modules for organizations and SME contributions.
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.
Copilot for financial institutions to accelerate and strengthen third-party diligence, modernizing compliance stacks without increasing headcount or costs.
The Refund Evaluator agent uses agentic automation to assess refund eligibility based on purchase details and company policies.
AI agent for clinical documentation that automates the generation of medical notes, streamlining workflows for healthcare professionals.
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.
Automates balance sheet accuracy by detecting variances and implementing automated corrections for financial reporting.
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.
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.
Automates Letter of Credit (LC) processes, reducing processing time by 80% and ensuring compliance by streamlining complex tasks.
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.
A Generative AI Copilot platform for life sciences, aiming to accelerate R&D decision-making through agentic AI.
AnswerThis is a scientific discovery platform that aims to reduce manual research work from hours to minutes, described as an AI research assistant.
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.
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.
Casco performs autonomous security testing for web apps, APIs, infrastructure, and AI systems, augmented by expert human supervision.
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.
Linkly is a local search engine built for AI agents, enabling AI tools to read and understand local documents through full-text search.
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.
Dotmatics offers solutions for lab workflow management, aiming to empower scientists to move faster by standardizing processes for better control, efficiency, and compliance.
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.
Uplizd is an AI workflow platform for building, deploying, and scaling AI agents and automations, with a focus on government compliance (FedRAMP, FISMA).
Matches intercompany transactions across entities, handles tolerance thresholds, and automates reconciliation processes for improved accuracy and efficiency.
Kaunt AI automates Accounts Payable with autonomous agents, integrating AI into procurement and finance platforms to streamline financial operations.
GrowExx offers an AI-powered automated account reconciliation solution that streamlines financial processes by automating unique reconciliation nuances, saving significant time.
Advanced AI-powered penetration testing agent that autonomously performs complex security tasks using terminal, browser, and external search.
AI Copilot by AccuKnox provides GenAI-powered CloudSecOps to understand vulnerabilities, misconfigurations, and compliance issues in cloud environments.
Accelerates letter of credit processing by reviewing LC applications, examining trade documents against ICC rules, and flagging discrepancies.
Google Research publishes papers and shares developments across a wide range of domains, with a strong focus on artificial intelligence and science research.
Digits AGL® is an AI-native accounting software trained on extensive transaction data to automate bookkeeping and real-time reconciliation.
Agent Studio provides a platform to automate the processing of supplier invoices, addressing issues of manual processing, errors, and missing information.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
An open-source, self-hosted AI trading agent with research, execution, and risk management capabilities, licensed under AGPL-3.0.
Artificio's AI agents provide multi-agent systems for intelligent document processing, focusing on security, speed, and accuracy in data extraction and workflow automation.
MDM software for Linux, macOS, Windows, iOS, iPadOS, and Android, automating compliance and providing visibility into Shadow IT.
Gemini is an AI assistant from Google offering features like Image Generation and Deep Research. It aims to enhance user capabilities through groundbreaking AI functionalities and personalization.
Konvu's AI agents investigate security alerts, verifying real exploitability with audit-ready evidence, focusing on exploitability over severity.
An AI agent designed to automate the processing of invoices, aiming to streamline financial operations and reduce manual data entry.
Terralogic's OCR Agent digitizes and indexes county deeds for modernizing property records, offering IT solutions and digital transformation services including AI/ML and cloud.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
An AI research agent that browses the web, analyzes documents, cross-references sources, and compiles structured reports with verified citations for quick facts and deep research.
Papers AI Assistant enhances research by analyzing, summarizing, and understanding scholarly articles. It functions as a reference manager for organizing, reading, and citing research.
Trulli is an AI accounting agent that interprets standards, analyzes documents, and delivers traceable, source-cited answers within existing workflows.
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.
An AI Agent designed for processing Electronic Medical Records (EMRs), focusing on AI document automation and smart document analysis for business processes.
Cybe Analysis is an autonomous AI agent that analyzes, contextualizes, and prioritizes vulnerabilities with senior-analyst expertise, reducing false positives.
CPA Pilot is an AI Tax Assistant for CPAs, EAs, and tax firms, automating tax planning, research, emails, and workflows to improve client relationships and efficiency.
Uplane offers next-gen performance marketing for companies, aiming to improve their reach and effectiveness in the market.
Inspections AI Agent runs the full inspection lifecycle in chat, including templates, cycles, item updates, corrective actions, and regulatory citations, utilizing 25 tools with 11 confirmation-gated writes.
Provides multi-skilled AI agents designed to enhance productivity, compliance, and operational efficiency across various industries.
Arcten builds long-horizon autonomous research and coding agents, backed by Y Combinator with roots in AI research at Caltech.
Melder is an Excel add-in that enhances spreadsheets with AI formulas, document analysis, and web scraping capabilities directly within Excel.
Work-aware AI assistant designed to remember and recall information related to work tasks and projects.
Posh AI's Knowledge Assistant is an AI-powered service for the banking industry, designed to deliver human-like interactions and support as a teammate.
Global employment and payroll management platform providing EOR services, talent hiring, and visa processing in over 150 countries.
Data Riders provides AI agents for integrated water management, connecting assets, flows, people, and technology for predictive and auditable operations under MCA-WAF standards.
Enterprise organizations increasingly rely on web-based applications for critical business processes, yet many workflows remain manually intensive, creating operational inefficiencies.
AI agents for data entry automation that reduce errors and free up teams for higher-value tasks, focusing on scalable and intelligent systems.
Handles fintech regulatory compliance questions, covering KYC, AML, and licensing rules, keeping teams informed and freeing up compliance desks.
