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.
KnowBe4's Agent Risk Manager provides real-time visibility, automated threat detection, and active control over AI agents to eliminate AI security blind spots.
Deep Research agent delivering multi-step research with verified citations and high accuracy, without throttling, starting from $19/mo.
V7 Go's AI HR Document Processing Agent automates HR document processing by extracting employee data, verifying compliance, and populating systems from applications, agreements, and forms.
AI Agent designed for generating marketing insights by analyzing data to inform strategies and improve campaign effectiveness.
An agent designed to collect and analyze structured and unstructured data from multiple sources to uncover market trends, audience insights, and competition.
An autonomous AI user researcher that automates outreach and scheduling for research interviews on Zoom, providing transcripts, themes, and insights.
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.
Matches intercompany transactions across entities, handles tolerance thresholds, and automates reconciliation processes for improved accuracy and efficiency.
This AI agent focuses on Manufacturing Procurement Optimization, leveraging Domo's platform to enhance procurement processes.
Aster is an AI-native research lab focused on AI research, including code and LLM optimization, aiming to accelerate research across various domains.
3E Regulatory Agent provides AI-powered regulatory intelligence across 160+ countries, covering over 500K substances (REACH, TSCA, RoHS) to enable faster compliance decisions.
Glean Assistant helps teams find answers, analyze data, and create content using company and web knowledge, integrating with enterprise tools for a unified knowledge base.
Advanced threat hunting agent using machine learning to detect cyber attacks, analyze patterns, and provide proactive security recommendations.
Domu AI is a behavioral intelligence platform for high-stakes servicing and account resolution, using automated, compliant conversations powered by real-time behavioral data.
Analyzes seller return policies, shipping terms, warranty coverage, and terms & conditions to provide structured risk data and risk level classifications for AI-powered commerce.
Security Delivery Platform for Microsoft Sentinel and Defender, using AI agents for triage, investigation, and response. Deploys in 30 minutes.
Automates financial reconciliation by comparing bank statements, credit card reports, and GL data to instantly identify and flag discrepancies.
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 collections agent that prioritizes overdue AR accounts, sends personalized outreach, and reduces DSO by 8-15 days, offering a 40% collections FTE cost reduction.
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.
Trend intelligence and consumer behavior agent providing expert-curated knowledge graphs and synthetic analyst personas across various industries like retail, fashion, and food.
Composio Connect integrates Shopify with Hermes, enabling autonomous agents for automated workflows, featuring just-in-time tool calls and secure delegated authentication across numerous apps.
Memo AI is an AI study assistant that converts PDFs, slides, and videos into flashcards, quizzes, and study guides using proven learning techniques, acting as an AI knowledge workspace.
Mycel Network is a collective intelligence network where AI agents earn trust through demonstrated work, allowing users to search peer-validated knowledge and query trust data.
HighRadius's AI-powered dunning software expands past-due coverage and automates personalized dunning outreach, ranked No. 1 by Gartner and IDC.
KnowBe4's AIDA Orchestration is an autonomous agent designed to streamline human risk management by significantly reducing the time required for security training administration.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
eZintegrations' Procure-to-Pay AI agent manages the P2P cycle across SAP and Oracle, achieving over 90% touchless rates and reducing cycle time significantly.
AI-powered agent for game localization, providing translation services for over 300 languages to ensure fast and safe game releases.
Fellow is a secure AI meeting assistant and notetaker that transcribes, summarizes, and extracts insights from meetings with high accuracy, enhancing productivity.
VYPR is an autonomous security platform offering SAST, vulnerability assessment, and penetration testing. Its AI-powered scanner provides comprehensive vulnerability analysis and exploit validation.
Felo Translator is a real-time AI voice translation app that can instantly translate and transcribe meetings, interviews, and language classes. It is ideal for travel and study abroad.
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.
Gardenia Technologies partnered with AWS to develop Report GenAI, an automated ESG reporting solution using agentic AI on Amazon Bedrock to reduce sustainability reporting time.
RapidSOS HARMONY is an AI co-pilot for public safety, synthesizing data from over 600 million devices to automate tasks, reduce burnout, and enable faster, life-saving decisions.
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.
AI-powered finance automation platform that streamlines accounts payable and expense audit workflows, moving beyond manual audits and rigid AI tools.
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.
Domo's AI Agent for Invoice Capture and Anomaly Detection automates invoice data extraction and identifies discrepancies, streamlining accounts payable operations.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
Jotform's Nutrition Coaching Intake AI Agent template assists in collecting client data for personalized nutrition coaching services.
Synth AI's Managed Research service focuses on agent production readiness, offering documentation and API access for streamlined development.
Lyzr platform for deploying AI agents to production, focusing on governed, reliable, and scalable solutions for enterprise needs, including purchase requisitions. Offers API documentation.
Laiye Market Analysis Agent conducts in-depth market data analysis to deliver comprehensive market insights for strategic decision-making.
Automate vendor risk assessment with V7 Go's AI agent, analyzing SOC2 reports and security questionnaires to identify control gaps in minutes.
Leena AI's Gen AI autonomous Agent functions as an integrated SuperApp and federated search layer across enterprise applications like HRIS, ITSM, and KMS.
AI platform for market research operations, enabling the creation of forms and surveys to gather insights.
Bharat AI Copilot is a modular, sovereign AI agent built on Blink, designed for tasks like form filling and data extraction, with integrations for Google Drive, Sheets, Docs, and Calendar.
An AI agent designed to automate the processing of invoices, aiming to streamline financial operations and reduce manual data entry.
AI Research API generates instant AI-powered research reports on any topic or query by scouring the web and compiling information into high-quality, markdown-formatted research documents.
AI agent that sorts receipts by date, vendor, and category automatically upon arrival, eliminating manual organization.
AI-powered tracker for insurance license renewals, transforming compliance and regulatory operations within the insurance industry.
AI for blue teams to scale detection, response, and threat hunting across the security stack, improving coverage and reducing MTTR.
SAP's AI Assistant for Travel and Expense, powered by Joule, streamlines T&E processes by automating expense reporting and travel booking, integrating with SAP S/4HANA.
AI-powered platform for recording, transcribing, and summarizing meetings, enhancing productivity and knowledge sharing.
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.
Norm Ai offers a compliance agent for Microsoft 365 Copilot, designed to integrate AI into enterprise workflows and assist with compliance tasks.
V7 Go agent for asking questions of Excel and Google Sheets data in plain English, providing instant answers, summaries, and charts.
Veritus provides compliant AI agents for the consumer lending industry, enabling voice, SMS, and email communications across the loan lifecycle from origination to recovery.
AI spreadsheet generator that creates advanced Excel files with formulas and formatting from a single prompt, integrated with Agentic AI.
Enables AI agents to draft physical mail and, with authorization, manage print-and-mail orders via MCP, hosted checkout, or x402.
An AI agent designed to automate the reconciliation of media spend, ensuring accuracy and efficiency in financial tracking for advertising investments.
An AI scientist specializing in biomedical research, recognized as a top performer on BixBench, developing tools and agents for scientific discovery.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
The Debt Collection AI Agent automates debt recovery while ensuring regulatory compliance, managing outreach, payment plans, and communication.
AI-powered document generation platform that automates the creation of professional documents like PowerPoint presentations.
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.
Novacura, an IFS partner, provides low-code solutions and AI enhancements for ERP systems, including industrial AI copilots and tools to improve decision-making and operational efficiency.
VAO offers AI OCR and Intelligent Document Processing to automate data extraction from documents like purchase orders, invoices, contracts, and forms, streamlining document workflows.
Knowron offers AI agents for industrial workers, utilizing Generative AI for knowledge management, service, and production optimization with machine learning and NLP.
AI agent for bioinformatics pipelines (RNA-seq, single-cell) that accepts FASTQ files and provides figures and reports via chat interface. Free tier available.
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.
Displayr's Research Agent is an AI-powered tool for data analysis and reporting, capable of transforming complex data into actionable answers quickly.
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.
Cassidy AI automates AI user research analysis and insight synthesis, specifically designed for marketing agencies to streamline their research processes.
A vendor document verification AI agent designed to automate the process of verifying vendor-submitted documents, likely for compliance or onboarding purposes.
Abundly's AI agent automates CSRD & CS3D compliance by tracking requirements, collecting supplier data, analyzing documents, and flagging risks before deadlines.
Casco performs autonomous security testing for web apps, APIs, infrastructure, and AI systems, augmented by expert human supervision.
Domo provides an AI agent for marketing mix analysis and optimization, with available documentation, pricing, and API details.
Fogwing AI Copilot is an Industrial AI assistant optimizing factory operations, reducing downtime, and improving efficiency using LLM and domain-specific industrial knowledge.
Automates ESG portfolio analysis by validating sustainability claims against external data, detecting greenwashing, and ensuring compliance with mandates.
The Procurement Management AI Agent automates key procurement tasks, including order placements and supplier management, to improve efficiency.
AI Tax Assistant (XatBot) is part of the Orbitax International Tax Platform, designed to simplify global tax compliance for businesses.
TrustBoost sanitizes PII from text before it reaches LLMs, with verifiable on-chain proof anchored on Solana. Supports 8 languages and EU AI Act compliance.
DeepOpinion's AI Agent Apps automate utility bill processing, putting complex utility bill knowledge work and unstructured data on autopilot for enterprises.
Atypica automatically builds personas, conducts interviews, and analyzes patterns to reveal emotional and cognitive factors behind human choices for market research.
AI-powered Collections Platform for Food & Bev Distributors, designed to reduce back-office work and increase efficiency.
Automates invoice capture, validation, and routing from any source. Extracts data with 98% accuracy and matches to purchase orders for automated approval.
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.
Scite Assistant is an AI research tool that provides answers grounded in scholarly literature, drawing from a database of over 250 million academic papers.
An AI assistant for Microsoft Word, designed to enhance document editing and writing capabilities beyond standard features.
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.
Lakera provides an AI-native security platform to protect AI models and applications from threats, ensuring safe GenAI deployment and operation.
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.
User Intuition is an AI agentic research platform that conducts consumer studies, including preference checks and message tests, delivering results within hours.
Fazeshift offers an AI agent specifically for Accounts Receivable (AR) management, aiming to optimize and automate AR processes.
Automated review of user access rights, analyzing permissions, detecting anomalies, and orchestrating the entire recertification process.
A Research Agent that utilizes dataforseo for web search capabilities, designed to assist in deep research tasks.
AI simultaneous interpretation assistant providing real-time translation for multilingual meetings across 60 languages with voice playback and summaries.
Speechlab offers an AI-powered speech-to-speech translation and dubbing service, enabling seamless voice conversion for various media formats.
Parcha.ai offers AI-powered institutional-grade verification for automated enhanced due diligence, providing comprehensive risk analysis and regulatory compliance for high-risk entities.
Stateless A2A JSON-RPC routing layer for packaging procurement, offering MCP and crawler-safe data routes with a no-substitution policy.
Assesses and monitors AI risk in vendors, providing continuous monitoring and adaptive insights into emerging threats for AI-driven third-party risk management.
Agent Studio provides a platform to automate the processing of supplier invoices, addressing issues of manual processing, errors, and missing information.
ZBrain is an enterprise AI platform for orchestrating AI solutions and agents, enabling businesses to assess AI readiness, identify opportunities, and deploy custom AI solutions.
Prodigal provides AI agents purpose-built for loan servicing and debt collections, aiming to increase self-serve payments, reduce costs, and improve consumer experiences.
V7 Go's AI Data Entry Automation Agent automatically extracts data from documents like invoices, forms, and contracts to populate your systems.
Zenity prevents sensitive data exposure by tracking AI agent behavior, blocking risky actions, and generating audit trails mapped to security standards.
CITEC's AI Copilot tool is a Gen AI companion designed to enhance insights, streamline decisions, and navigate markets for advisors and wealth managers.
AI agents for procurement that work 24/7, designed to handle manual tasks like data copying and chasing confirmations, freeing up professionals' time.
A free diagnostic tool assessing an organization's AI fluency through nine questions across six dimensions, providing scores and recommended next steps.
AI regulatory compliance software that automates audits, detects risks, and generates accurate, audit-ready reports.
Brex's AI-powered financial assistant automates expense management, addressing manual data entry, policy compliance, and approval bottlenecks.
Chart generation agent for AI systems. Accepts tabular data (JSON, CSV, Notion, Google Sheets, Salesforce) and returns a public live-updating dashboard URL and embeddable iframe.
2Slides Agent Skills leverage AI agents like Claude and Cursor to automatically generate professional slides and presentations from user inputs.
CoLoop is an AI Copilot for insights and strategy, offering AI tools for qualitative research, data analysis, user research, survey analysis, and interview transcription.
EU Compliance Evidence Infrastructure providing a verifiable compliance evidence layer for AI agents in European financial markets, covering DORA regulations with numerous tools.
AiAuditBuddy is an AI-powered audit assistant for ISO 27001, SOC 2, and NIS 2 compliance, automating evidence collection and GDPR security.
Analyzes sales data, AR/AP reports, and contracts to generate reliable cash flow forecasts, providing an automated view of future financial positions.
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.
Melder is an Excel add-in that enhances spreadsheets with AI formulas, document analysis, and web scraping capabilities directly within Excel.
IONI provides AI agents focused on compliance and operations within the food and beverage industry.
Cuckoo is a Y Combinator-backed AI live translator for global sales, marketing, and support teams, facilitating effortless communication across different regions and languages.
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.
Discusses the need for a deterministic payroll tax engine to support agentic payroll processing for compliant withholding.
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.
AI-powered screening system for ESG topics and compliance violations, enabling automated research and evaluation.
Automates balance sheet accuracy by detecting variances and implementing automated corrections for financial reporting.
Watto AI provides AI voice agents for product and team documentation, enabling powerful voice interactions.
AnswerThis is a scientific discovery platform that aims to reduce manual research work from hours to minutes, described as an AI research assistant.
Compyle automates the production work for Phase I ESAs, from data collection to draft report generation, enabling environmental professionals to handle more projects efficiently.
An AI agent for computational biology that searches papers, designs reproducible workflows, and executes them on Vici.bio, enabling users to go from idea to results quickly.
Lyzr.ai's PO creation agent automates the generation of Purchase Orders, streamlining procurement workflows. Offers API documentation.
AI agent for validating receipts, extracting data, and verifying information for financial or administrative purposes, supporting documentation and API integration.
Reducto provides high-quality document ingestion for AI teams by accurately parsing complex documents like PDFs, Excel spreadsheets, and PowerPoint slides.
Salient provides AI voice agents for consumer lending operations, including collections, customer service, compliance monitoring, insurance claims, and credit card dispute resolution.
V7 Go's AI agent accelerates patent research by automatically analyzing prior art, reviewing competitor patents, and extracting IP intelligence for strategic decision-making.
Hypatos provides AI agentic automation for Accounts Payable, reducing Days Payable Outstanding (DPO) and manual effort through end-to-end processing of AP documents.
Kaunt AI automates Accounts Payable with autonomous agents, integrating AI into procurement and finance platforms to streamline financial operations.
This node enables finance teams to track AI agent expenditures, analyze budget compliance, and forecast spending through real-time telemetry aggregation.
Accelerates letter of credit processing by reviewing LC applications, examining trade documents against ICC rules, and flagging discrepancies.
AI Copilot for Confluence enhances the Confluence platform with AI capabilities to streamline content creation and management, acting as an intelligent partner within the environment.
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.
An AI agent that extracts intercompany transaction data from multiple ERPs, performs automated matching, identifies discrepancies, and facilitates resolution.
Financial Reconciliation AI Agent uses predictive analytics to auto-match transactions, flag discrepancies, and accelerate month-end close processes.
Deploy an AI agent via Tars to manage community garden plot applications, explain fees and guidelines, and capture sign-ups 24/7, automating customer interactions.
Employs AI agents for the detection and response of insider risks within an organization, enhancing security posture.
Processes requisition requests by validating them against procurement policies, ensuring compliance and efficiency.
Aerchain's AI-powered procurement and autonomous sourcing agent automates sourcing processes, streamlining procurement operations.
ProcIndex provides AI agents for accounting tasks like accounts payable, accounts receivable, and reconciliation, automating work within existing ERP systems.
Quanto offers custom AI agents designed for accounting firms, focusing on knowledge sharing and automating accounting tasks.
Crafts respectful overdue payment reminders for positive client relations, automating the dunning letter process.
A Risk Management AI Agent that assists in analyzing and managing risks, with available documentation, pricing, and API documentation.
An AI agent within ClickUp that automates video editing tasks including rough cuts, clip selection, caption overlays, and timeline assembly, managing the entire workflow.
Scales multilingual communication with AI translation agent solutions, automating workflows, improving accuracy, and integrating systems.
Tracks nexus obligations, calculates tax rates across thousands of jurisdictions, prepares and files returns, and monitors regulatory changes. Handles sales tax, use tax, VAT, and income tax compliance.
Copilot for financial institutions to accelerate and strengthen third-party diligence, modernizing compliance stacks without increasing headcount or costs.
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.
Vozo AI offers video translation, dubbing, and lip-sync services in over 160 languages to localize video content globally.
Bretton provides AI agents specifically designed for financial compliance, including Anti-Money Laundering (AML), Know Your Customer (KYC), and Sanctions screening.
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.
Autonomous ML research agent focused on Markdown-only skills, enabling cross-model review loops, idea discovery, and experiment automation, compatible with various coding assistants.
Research platform that converts rigid forms into conversational AI experiences, capturing structured data and triggering automation for improved qualification.
LlamaParse, by LlamaIndex, is an advanced agentic OCR solution for processing complex documents, including messy tables, charts, and images, with high accuracy.
An AI agent designed for expense management, aiming to eliminate borders, blockers, and blind spots in financial operations.
AI-powered audit readiness and compliance automation for ISO 27001, SOC 2, and NIS 2, automating evidence collection and GDPR security.
EnDecarb.ai Copilot provides natural language analysis for financed emissions, climate risk, and ESG, including data cleaning, location intelligence, and decision engines for audit-ready disclosures.
FunnelAIQ is an AI-powered survey platform that dynamically adapts questions based on user behavior, creating intelligent survey funnels.
Agentic Workforce provides AI agents for automated invoice processing and remittance matching, achieving speed and accuracy in accounts payable.
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.
Stacks offers AI business agents focused on reconciling, analyzing, and explaining financial data to help users concentrate on strategic outcomes.
OpenClaw's AI Expense Tracking Assistant allows users to track expenses via messages, automatically categorizing spending and preparing reports.
Beam AI offers an agentic automation solution for curriculum development, providing comprehensive, modern, and inclusive curriculum frameworks.
Advanced AI-powered penetration testing agent that autonomously performs complex security tasks using terminal, browser, and external search.
Digits AGL® is an AI-native accounting software trained on extensive transaction data to automate bookkeeping and real-time reconciliation.
Copilot Readiness Assessment service to prepare teams for AI adoption, focusing on data security, AI security, and privacy operations.
MindFort provides recursively learning security agents that continuously find and fix critical vulnerabilities, acting as an autonomous security engineering team.
Papers AI Assistant enhances research by analyzing, summarizing, and understanding scholarly articles. It functions as a reference manager for organizing, reading, and citing research.
Intellectyx offers AI agents for data entry that automate the process, reduce errors, and free up teams for more valuable tasks.
An AI agent designed to handle inconsistent formatting and misaligned data across multiple Bill of Materials (BOM) documents, likely for engineering and manufacturing contexts.
Transforms research into executable production plans, enabling faster R&D by stress-testing methods, validating experiments, and leveraging peer-reviewed evidence.
An autonomous AI assistant designed to streamline Greenhouse Gas (GHG) emission tracking for sustainability reporting.
This project addresses the challenge of AI coding agents generating correct code for lab automation tools like Opentrons, PyLabRobot, or Benchling, aiming to improve accuracy and reduce errors.
Zania provides AI compliance agents that conduct controls testing, risk assessments, and audits with provable accuracy in minutes, designed for security and risk management.
et al. is a YC Summer 2024 company providing a feed of insights extracted from user-specified sources using LLMs.
An AI agent focused on automating accounts receivable processes, including prioritizing accounts, sending personalized reminders, and managing escalations to accelerate cash flow and reduce DSO.
Automated offensive security for high-stakes industries.
AI translator for calls, events, and streaming, providing real-time voice and video translation.
Paperguide is an AI research assistant that provides research-backed answers, analyzes papers, streamlines literature reviews, manages references, and aids in document writing.
DeepOpinion provides agentic automation solutions for enterprises, focusing on automating processes such as the extraction and processing of commercial invoice data.
AI agents that handle Finance & Accounting workflows automatically, boosting productivity and reducing manual effort.
Lakera offers AI-native security solutions to protect workforce AI applications and models from emerging threats, ensuring secure AI deployment.
Biomni is a general-purpose biomedical AI agent developed at Stanford University, designed to automate and accelerate biomedical research processes.
Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized insights.
