Solved maps 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.
Open-source DevOps AI agent that runs 24/7 on your infrastructure to monitor apps, detect issues, and auto-remediate with human approval workflows.
AI agent for Notion workspace automation, executing multi-step tasks, syncing external data, automating workflows, and reducing integration friction by hosting agents on the Notion platform.
Honeycomb Canvas is a rebuilt workspace and autonomous agent for debugging nondeterministic LLM and agentic workflows, featuring Agent Timeline for multi-agent visibility.
Sendbird Steward is an agent for long-running customer support cases, coordinating across systems and channels with sub-agents and continuity, automating ownership from intake to resolution.
AI agent for enterprise content orchestration. Autonomously reasons through multi-document workflows to search, analyze, and create finished outputs.
Autonomous work agent on Moltlaunch marketplace. Executes tasks using LLM, submits deliverables, collects ratings, and self-improves from feedback.
Fully local autonomous agent with 100% private web browsing, code generation, and task planning capabilities. It is voice-enabled and has no cloud dependency.
AI agents designed to automate repetitive, boring, or challenging tasks across sales, sourcing, coaching, travel planning, compliance, and hiring to boost efficiency.
Level AI introduces AI Workers, a suite of specialized AI agents focused on enterprise contact center customer intelligence.
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.
Agent Steward, launched on Delight.ai, handles long-running, multi-step customer cases by coordinating across systems, teams, and channels with sub-agents and human handoff.
SAP Autonomous Suite is a collection of AI agents designed for specific business functions, augmenting SAP's existing business applications as part of the 'autonomous enterprise' vision.
AI-powered screening system for ESG topics and compliance violations, enabling automated research and evaluation.
AI-powered tracker for insurance license renewals, transforming compliance and regulatory operations within the insurance industry.
No-code AI agent platform that integrates with Google Drive to automate workflows and tasks without requiring coding.
CaptivateIQ Agents are AI agents purpose-built for compensation and sales planning, offered by the intelligent sales performance management platform.
Operator is an AI agent powered by the Computer-Using Agent (CUA) model, combining GPT-4o's vision with advanced reasoning to execute tasks independently.
Tracks SaaS subscriptions and license seats, identifies unused licenses, flags renewals, and prevents unexpected charges for organizations.
AI copilot for small business compliance, focusing on permits, inspections, and license renewals. Offers beta testing in Sacramento County.
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.
The Financial Compliance & Reporting AI Agent automates regulatory filings from data gathering to submission, ensuring on-time, accurate reporting with complete audit trails.
Provides dedicated AI operators for business operations, including automation, reporting, CRM, support, and internal AI tools, combining global talent with AI expertise.
Automates businesses using AI, n8n systems, AI agents, and integrations to reduce repetitive tasks by 30-50%.
Builds AI automations for small businesses, side projects, and lifestyle workflows, including dashboards, lead pipelines, and content systems, acting as operational glue.
Agentic Traders offers AI trading agents that execute strategies 24/7 using indicators like RSI, EMA, and MACD, with free paper trading and no coding required.
Sendbird offers a sales concierge solution to drive sales with in-app mobile conversations, enabling the creation of branded sales concierges.
Kore.ai provides AI agents for customer service that automate interactions 24/7, delivering intelligent self-service and support across various channels.
Kore.ai offers Agent AI for customer service, empowering human agents with AI assistance to resolve queries, reduce escalations, and cut service costs.
Kore.ai provides an agentic contact center solution that transforms operations with intelligent self-service, AI routing, and real-time agent assistance for enterprise-scale customer support.
Kore.ai offers AI for process automation, enabling the automation of complex business processes through event triggers, AI reasoning, decision-making, and human-in-the-loop capabilities.
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.
Kore.ai offers an agentic contact center solution combining intelligent self-service, AI-powered routing, and real-time agent assistance for enterprise-scale customer support.
Kore.ai's agentic applications deploy pre-built AI agents to automate customer interactions 24/7, delivering intelligent self-service and support across every channel.
Deploy pre-built AI agents from Kore.ai that resolve queries, reduce escalations, and cut service costs, powering CX automation for Global 2000 enterprises worldwide.
LY Corporation unified support across 100 services using Agentforce, enabling fast, agentic service via chat and email.
The Adecco Group accelerates global hiring with Agentforce and Data 360, enabling faster prescreening and real-time recruiting insights.
Salesforce's AI Sales Agent, powered by Agentforce, automates and scales sales processes, including prospecting, pipeline management, and deal closing.
OpenTable leveraged Agentforce to build AI agents that improved case resolution by 40%, demonstrating valuable lessons in creating user-friendly AI support solutions.
Agentforce Voice provides AI voice agents for seamless conversations across phone, web, and mobile, allowing tailoring to a brand's unique voice for consistent and trusted customer support.
OpenTable leveraged Salesforce's Agentforce to build AI agents that improved their case resolution rate by 40%, turning service chats into seamless support.
The Adecco Group uses Salesforce's Data 360 and Agentforce to accelerate hiring, prescreen candidates, and deliver real-time insights for faster, smarter recruiting.
Develops smart operator agents for seamless automation, boosting efficiency and operational performance. Offers expertise in AI agent development and end-to-end software solutions.
Visitt transforms CRE property management with AI-driven building operations—work orders, inspections, preventive maintenance, tenant app, reports and more.
Kinro is an AI-powered insurance platform providing instant quotes and policy issuance for real estate investors, leveraging AI to streamline the insurance process.
BioStack offers a platform for managing and automating workflows, potentially related to AI agents or business processes.
Cenote is a HIPAA-compliant AI sales agent that handles customer conversations via calls, SMS, and other channels to automate intake, scheduling, and conversions, focusing on revenue recovery.
Replicas provides background coding agents for engineering teams, enabling them to run agents like Claude Code or Codex in a sandbox environment with pre-configured code and tooling.
Syntropy is an agentic coding application designed for complex projects, offering an extensive context window without truncation, backed by Y Combinator.
Manufact builds and maintains mcp-use, an open-source SDK for MCP servers, clients, and agents, and offers Manufact Cloud for deploying MCP applications.
Humwork provides on-demand human experts as a service for AI agents, accessible via the Model Context Protocol (MCP).
WillowVoice offers AI-powered speech-to-text dictation software for Mac, Windows, and iPhone, enabling fast and accurate voice input for various applications.
SilkChart analyzes sales calls to measure playbook execution, surfacing coaching opportunities for managers and providing reps with actionable feedback.
Floworks AI deploys autonomous AI agents for B2B sales outreach, handling prospecting, email personalization, replies, and meeting bookings.
Superbar is an AI-powered platform designed to streamline workflows and enhance productivity by managing and automating tasks.
Global tax compliance software that simplifies VAT, GST, and sales tax management worldwide by automating registration, calculation, and filing.
Handles GTM busywork for startups, including scraping, lead generation, content creation, SEO, and outbound sales, allowing founders to focus on building.
Aether is a building measurement tool that provides construction professionals with accurate measurements for their projects, simplifying the measurement reporting process.
AiSDR identifies in-market buyers using real-time signals and crafts personalized outreach messages that mimic top sales representatives, aiming to deliver 1-3 demos per 100 leads.
Scope is an agent experience platform that enhances product discoverability and usability for AI agents, aiming to connect AI agents with existing products and services.
Coldreach is an AI Sales Development Representative (SDR) that monitors Ideal Customer Profiles (ICPs), identifies buying signals from multiple data sources, and scales personalized outreach 24/7 for targeted outbound campaigns.
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.
Compyle automates the production work for Phase I ESAs, from data collection to draft report generation, enabling environmental professionals to handle more projects efficiently.
Salient provides AI voice agents for consumer lending operations, including collections, customer service, compliance monitoring, insurance claims, and credit card dispute resolution.
Specific is a cloud platform built for coding agents, enabling them to write code and build the infrastructure required to run it.
Alt-X is an advanced data room and analytics platform.
Sidekick is a texting assistant for frontline workers, providing instant answers to questions about shift times, SOPs, safety steps, and HR, sourced from the organization's own documents.
SalesPatriot deploys AI into supply chains that the West depends on, focusing on critical enterprise needs within supply chain management.
Demodesk AI offers AI sales agents that record, transcribe, coach, and update CRMs, reducing administrative work for sales representatives.
StableBrowse provides a browser runtime for enterprise AI agents, addressing authentication, reliability, and LLM intent issues for production environments.
Notte is a browser platform for AI agents, simplifying LLM web tasks, handling CAPTCHAs, and providing developer tools to build smarter agents.
Kaizen is a platform for automating web interactions, enabling instant website integration and rapid development of browser automations.
Kura AI is an AI agent for your browser that automates tasks and streamlines workflows, enhancing user productivity.
CloudCruise builds self-healing healthcare browser automations for payer portals and EHR workflows on a managed infrastructure, enabling faster development.
Rebolt is a no-code AI platform for building powerful AI applications that connect to data sources, automate workflows, and create custom integrations.
Opensteer enables the creation of specialized AI agents that run in local or hosted workspaces, with access to the browser, CLI, and various tools.
Cardboard is a fast, collaborative, agentic video editor that runs in the browser, allowing users to create, cut, and compose videos with AI.
Cignara provides AI solutions for enterprise customer support, aiming to enhance customer service operations and improve user experiences.
Orchid is an iMessage-based assistant for managing email and calendar, offering morning briefs, follow-ups, and meeting preparation to help users stay organized.
Datost is an AI data analyst operating within Slack, enabling users to query databases, analyze data, and receive sourced answers directly in their workflow.
S2 provides a serverless API for unlimited, durable, real-time streams, serving as an alternative to Kafka and Kinesis for event streaming and AI agents.
Terminal Use is a research lab focused on developing frontier agentic systems designed to operate and manage enterprises.
a0.dev is a rapid mobile app builder that uses AI to create production-ready iOS and Android applications, deploying directly to app stores in minutes.
21st.dev is an AI-powered platform for building and deploying mobile apps to the App Store and Google Play, accelerating development cycles with community UI components.
Rovr is an AI OS for FDE, IT Consulting, and Professional Services teams, designed to automate requirement capture, work structuring, and delivery processes.
Provides an AI-powered platform for FDE, IT Consulting, and Professional Services teams to automate requirement capture, work structuring, and delivery.
Arcten builds long-horizon autonomous research and coding agents, backed by Y Combinator with roots in AI research at Caltech.
Scott AI is a workspace for product teams to capture context, align on specifications, and deliver precise work to coding agents without overbuilding.
Minicor deploys self-healing computer use agents that automate legacy desktop systems, capable of detecting failures, self-correcting, and maintaining operation through UI changes.
Mastra is an open-source TypeScript & JavaScript framework for building, testing, and deploying AI agents and applications, providing AI primitives like agents and workflows.
item is an AI-native system designed to automate business processes by understanding business needs and customer interactions, aiming to replace traditional CRMs.
Vibrant Labs is focused on creating reinforcement learning environments specifically designed for training and evaluating AI agents.
Runtime provides harnesses and observability for coding agents, powered by Claude Code, Codex, and Gemini CLI. It offers a visual workspace with live preview and one-click deployment.
Morph provides an AI agent platform for building and deploying autonomous agents, simplifying the creation of complex AI workflows.
Agentic Labs provides a platform for AI agents, aiming to help users spend more time thinking and less time typing by acting as a context engine for AI teams.
Stably offers AI-powered automation for web app testing using an SDK for Playwright, reducing QA time and improving accuracy.
Sudocode is an open-source, Git-native context management system for coding agents that captures user intent as durable specs and tracks agent activity as issues.
Nuanced provides a space for clarifying intent with AI agents before they generate code, helping agents think before they build.
Conductor allows the creation of parallel AI coding agents in isolated workspaces, enabling review and merging of their code changes.
Random Labs offers AI-powered tools for developers, including a code generation assistant and a platform for building and deploying AI agents.
Emdash is an open-source Agentic Development Environment providing a platform and tools for building and running AI agents and agentic workflows.
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.
Autumn provides a drop-in billing layer for AI startups, handling usage limits, credit systems, and subscription logic to keep webhooks, payments, and usage in sync.
Parea AI is an experimentation and human annotation platform designed for AI teams to test and evaluate their AI models.
CTGT provides an enterprise AI solution focused on accuracy, speed, and compliance for critical operations.
Reducto provides high-quality document ingestion for AI teams by accurately parsing complex documents like PDFs, Excel spreadsheets, and PowerPoint slides.
Yuma AI automates ecommerce support, sales, social media, and chat using AI agents to resolve tickets, increase revenue, and maintain low response times.
Inkeep is an Agent Platform that facilitates collaboration between engineering and business teams for building AI agents, offering a No-Code Visual Builder and a Developer Agents SDK.
OpenTools provides a unified API for LLM tool use, enabling seamless integration of various MCP tools with any Large Language Model.
Kestral is an AI-powered platform designed to automate and streamline the entire product development lifecycle, from building to iteration.
Moss delivers sub-10ms semantic search for conversational AI, voice agents, and copilots, indexing and distributing data for agents across various environments.
Spark provides AI workflows for permitting, competitive intelligence, and community sentiment analysis, accelerating development for solar, storage, and data centers.
Microsoft Copilot is an AI companion designed to provide information, entertainment, and inspiration by offering advice, feedback, and straightforward answers.
Hillclimb is a virtual lab enabling AI to continuously experiment and learn, aiming to develop AI research scientists. It automates RL environment creation and aggregates human research data.
Stellon Labs is an AI research lab focused on developing compact, powerful AI models for edge applications, aiming to deploy frontier AI on minimal hardware.
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.
Builds go-to-market workflows with AI, automating prospecting, enrichment, qualification, and GTM execution by aggregating B2B data.
AI agent platform where agents build, connect to tools, and operate apps autonomously, backed by Y Combinator and First Round.
Assesses and monitors AI risk in vendors, providing continuous monitoring and adaptive insights into emerging threats for AI-driven third-party risk management.
Uses AI to generate accurate automotive product listings from part numbers, creating titles, descriptions, and specs for consistent data across platforms.
Thesis is an AI-native platform for data science and machine learning, providing tools for building and deploying AI models.
Standard Signal is an AI hedge fund that trains and deploys fully autonomous frontier financial LLM models to discover and act on fundamental truths before humans.
Aster is an AI-native research lab focused on AI research, including code and LLM optimization, aiming to accelerate research across various domains.
AutoComputer is an AI agent designed to automate various computer tasks, enabling users to get things done by performing actions on their machine.
Lance is an AI-powered operations platform for hotels that consolidates guest calls, staff messaging, housekeeping, work orders, and scheduling into a single interface.
Bud.app provides AI-powered personal finance management tools, including budgeting, expense tracking, and financial planning, to simplify financial management.
Powerhouse AI offers AI-assisted scanning and a manager cockpit for warehouse tracking, management, and verification, focusing on inbound, cycle count, and outbound logistics.
GodHands provides high-fidelity infrastructure for deterministic desktop automation, built for OS-level precision and speed.
Ara is a voice-to-text AI for Mac that enables users to control their computer using voice commands, enhancing productivity and allowing for hands-free operation.
Intercom's Operator is an AI-powered agent designed to interact with digital systems, manage help content, build automation, and perform operational tasks independently within the Intercom helpdesk platform.
HappyRobot is an AI-native operating system designed for AI workers to handle end-to-end tasks at scale, enabling intelligent decision-making and autonomous operations in real-time.
Cognitio Labs offers Physical AI infrastructure connecting real-world sensing to compliance and payment systems for regulated operations, enabling traceability and reimbursement solutions.
FiddleCube's GenAI Compliance and Security Platform automates DHS/CISA security requirements, offering red-teaming, NIST-AI-RMF controls, and real-time risk assessment for enterprise GenAI.
Cyberdesk is a self-learning computer use agent for Windows that automates tasks and workflows, enhancing user productivity through intelligent automation.
AI-powered Collections Platform for Food & Bev Distributors, designed to reduce back-office work and increase efficiency.
Highly customizable and blazingly fast analytics for asset managers, providing advanced data analysis and insights.
Provides secure online account sharing for humans and AI agents, featuring trustless authentication, authorization, and auditing built for the modern web.
Builds quantum-accelerated AI servers to exponentially speed up AI training and inference, cutting compute costs and improving energy efficiency.
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.
Applied AI research lab focused on integrating AI into the workforce by developing advanced agent environments and tooling.
Cloud desktops for AI agents, designed to work with platforms like Claude Code, Codex, OpenClaw, and other computer-use agents.
Copilot for financial institutions to accelerate and strengthen third-party diligence, modernizing compliance stacks without increasing headcount or costs.
MDM software for Linux, macOS, Windows, iOS, iPadOS, and Android, automating compliance and providing visibility into Shadow IT.
Open-source AI-native SOAR platform for building and managing AI agents, workflows, and cases with an AI copilot.
Clearly AI provides AI-powered security reviews to help ship secure software faster. It integrates with existing team workflows to offer automated threat modeling, design reviews, and smart risk triage.
Bear AI provides a marketing stack for AI agents, helping marketing and growth teams generate revenue by improving AI search visibility across platforms like ChatGPT, Claude, Perplexity, and Google AI Overviews.
Uplane offers next-gen performance marketing for companies, aiming to improve their reach and effectiveness in the market.
Fresco provides an AI-powered platform for automating workflows and tasks, aiming to streamline operations for businesses.
Credal provides a control plane for enterprise agents, enabling the build, registration, and deployment of AI agents and MCP servers from a single platform. It acts as an agent registry for AI platform teams.
Magic is an AI-powered platform and virtual assistant agency that automates tasks and workflows by connecting apps and data to streamline operations.
Teemux aggregates logs from multiple processes into a single, unified view accessible via browser, terminal, or MCP for AI agents.
Clodo is a Y Combinator-backed, planet-scale people search engine that provides deep customer qualification with intent scoring and automated research.
Permitify is an AI co-pilot for building plan review, designed to increase speed and accuracy by offering AI-powered review, collaboration, and workflow integration.
Tivara is an AI workforce solution for medical groups, focusing on patient engagement and streamlining operations within healthcare organizations.
Surface Labs offers a Lead Operations Center that combines AI and human expertise to run campaigns, drive qualified traffic, and increase demo bookings.
Dayjob provides AI scheduling solutions tailored for industrial logistics, specifically designed for waste management companies to optimize job scheduling.
Kastle is an AI platform for mortgage servicing and consumer lending, automating borrower interactions, ensuring compliance, and reducing costs.
Fazeshift offers an AI agent specifically for Accounts Receivable (AR) management, aiming to optimize and automate AR processes.
Dodo provides AI agents that manage communications for clinics, automating patient interactions and administrative tasks.
Regology offers an AI-powered platform with purpose-built AI agents designed for enterprise regulatory compliance.
Relari is an AI Agent Builder platform focused on Software 3.0, helping teams craft intelligent agents by combining creativity with structure and intuition with rigor.
Bretton provides AI agents specifically designed for financial compliance, including Anti-Money Laundering (AML), Know Your Customer (KYC), and Sanctions screening.
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.
CoLoop is an AI Copilot for insights and strategy, offering AI tools for qualitative research, data analysis, user research, survey analysis, and interview transcription.
Tusk is an AI testing platform that generates unit and integration tests for coding agents, acting as an AI verification layer for software development.
InspectMind AI offers an AI agent for construction drawing review, providing same-day plan checks and drawing review to catch code, spec, and coordination issues before permit.
Basepilot provides AI agents specifically designed for insurance claims operations, aiming to streamline and automate the claims process.
Topo is an AI sales platform featuring agents for outbound sales, combining intelligent agents with full execution capabilities to engage buyers effectively.
The Token Company provides a Prompt Compression API that reduces LLM token costs by stripping low-signal tokens from inputs, supporting major LLM providers to cut costs or improve accuracy.
Corvera offers AI supply chain management solutions designed for fast-growing brands, optimizing operations and logistics.
Veritus provides compliant AI agents for the consumer lending industry, enabling voice, SMS, and email communications across the loan lifecycle from origination to recovery.
Autosana offers an AI-powered platform for generating natural language E2E tests for mobile and web apps, featuring no-code creation and self-healing capabilities to adapt to UI changes.
InspectMind AI acts as an AI copilot for inspections, assisting users in the inspection process with intelligent capabilities.
Tusk is an AI coding agent designed to complete coding chores and assist developers with various programming tasks.
ProcIndex provides AI agents for accounting tasks like accounts payable, accounts receivable, and reconciliation, automating work within existing ERP systems.
Lucidic AI provides a training and optimization layer for AI agents, enabling enterprises to measure, improve, and safely deploy reliable AI agents.
Domu AI is a behavioral intelligence platform for high-stakes servicing and account resolution, using automated, compliant conversations powered by real-time behavioral data.
Wayco AI is an AI-powered platform for med-legal case management, designed to streamline the process with automated and intelligent solutions.
Toothy AI provides AI-powered dental insurance verification and billing services, automating insurance operations for dental practices to reduce surprises and denials.
Gorgias is a conversational AI platform for e-commerce that automates support, sales, and social interactions to resolve tickets and grow revenue.
GroundControl helps aerospace and advanced manufacturing teams automate AS9102 FAIRs, APQP/PPAP packages, and supplier submissions with GD&T extraction.
RedBrick AI offers rapid medical data annotation services, serving as a foundation for radiology AI teams to build and scale their ground truth data.
Telemetron is a YC Fall 2025 support and operations platform for hardware companies, using AI to help customers faster with device understanding.
et al. is a YC Summer 2024 company providing a feed of insights extracted from user-specified sources using LLMs.
Composio offers a platform for autonomous agents, featuring both a human-friendly interface and API documentation for agent development.
The Magic Assistant Portal provides a gateway for users to access and manage functionalities related to AI assistants.
AgenticSeek is a fully local, autonomous AI agent that thinks and browses the web without requiring external APIs or subscription fees.
UI TARS Desktop is an open-source multimodal AI agent stack connecting cutting-edge AI models, designed for multimodal interaction and agent orchestration.
Hamming AI offers a comprehensive QA platform for enterprise voice and chat agents, featuring automated scenario generation, call replays, and over 50 metrics, with SOC 2 certification.
Vapi provides a platform for developers to build, test, and deploy advanced voice AI agents quickly, facilitating the creation of conversational voice AI experiences.
Anything is an AI agent designed to build applications, websites, tools, and products based on user descriptions. It aims to turn ideas into functional software through natural language prompts.
Agent Opus is an AI video generator and the first AI video agent for social media, turning any idea into stunning videos instantly. It is known for its AI video clipping and editing capabilities.
Photo Agents are autonomous, self-evolving AI agents with vision capabilities, designed to learn and grow over time, featuring layered memory and Python implementation.
Seekon.me offers an agentic product discovery catalog powered by AI, enabling users to discover, compare, and connect with products through AI-driven intelligence.
Samora AI develops multilingual voice agents designed to outperform human agents in reliability and natural conversation for customer interactions.
Truffle AI provides a platform for building, deploying, and managing AI agents that automate complex workflows and processes by interacting with websites and applications.
Leaping AI deploys enterprise-grade AI voice agents to automate call centers for tasks like customer service and appointment booking, serving companies in the travel sector.
Humoniq offers AI-native BPO services for the travel and transport industry, utilizing voice and text conversational AI with end-to-end travel integrations.
Minimal AI provides AI agents for e-commerce customer support, designed to scale operations by learning business processes and tone of voice quickly, without requiring new hires.
Agentic Workforce Operating System with over 300 pre-built Agentic Workers and Workflows for enterprise functions, enabling deployment, governance, and scaling.
Automates fire department evaluation and regulatory research for Fire Protection Engineers handling fire safety laws and performance analysis.
