{ "publisher": "RentAgents", "date": "2026-09-02", "methodology": "A first-party taxonomy of 100 reusable business workflows grouped into 10 functions and 100 industries grouped into 10 sectors. It is a planning taxonomy, not a claim of market adoption or performance.", "workflow_count": 100, "industry_count": 100, "combinations": 10000, "workflows": [ { "department": "Sales", "department_slug": "sales", "slug": "lead-research", "name": "Lead Research", "purpose": "research target organizations and contacts from approved sources", "output": "a sourced prospect brief", "metrics": "source coverage, reviewer acceptance and research time saved" }, { "department": "Sales", "department_slug": "sales", "slug": "lead-qualification", "name": "Lead Qualification", "purpose": "organize qualification evidence against written criteria", "output": "a review-ready qualification summary", "metrics": "qualification consistency, review time and false-positive rate" }, { "department": "Sales", "department_slug": "sales", "slug": "account-research", "name": "Account Research", "purpose": "assemble company, market and relationship context before outreach", "output": "an account research pack", "metrics": "brief completeness, source quality and preparation time" }, { "department": "Sales", "department_slug": "sales", "slug": "prospect-list-enrichment", "name": "Prospect List Enrichment", "purpose": "standardize approved prospect records and fill permitted public-data gaps", "output": "an enriched prospect table", "metrics": "field completeness, duplicate rate and reviewer corrections" }, { "department": "Sales", "department_slug": "sales", "slug": "sales-meeting-preparation", "name": "Sales Meeting Preparation", "purpose": "prepare agendas, account context and open questions", "output": "a meeting preparation brief", "metrics": "prep time, missing-context rate and seller adoption" }, { "department": "Sales", "department_slug": "sales", "slug": "sales-follow-up-drafting", "name": "Sales Follow-up Drafting", "purpose": "turn approved meeting notes into reviewable follow-up drafts", "output": "a human-reviewed follow-up draft", "metrics": "draft acceptance, editing time and response workflow speed" }, { "department": "Sales", "department_slug": "sales", "slug": "crm-hygiene", "name": "CRM Hygiene", "purpose": "identify incomplete, inconsistent or stale CRM fields for review", "output": "a CRM cleanup queue", "metrics": "record completeness, duplicate rate and correction throughput" }, { "department": "Sales", "department_slug": "sales", "slug": "opportunity-risk-review", "name": "Opportunity Risk Review", "purpose": "surface missing evidence, stalled actions and unresolved deal questions", "output": "an opportunity risk checklist", "metrics": "stale-deal detection, action closure and forecast hygiene" }, { "department": "Sales", "department_slug": "sales", "slug": "renewal-preparation", "name": "Renewal Preparation", "purpose": "collect account history, open issues and value evidence before renewal conversations", "output": "a renewal preparation pack", "metrics": "prep completeness, issue visibility and review time" }, { "department": "Sales", "department_slug": "sales", "slug": "outbound-sequence-planning", "name": "Outbound Sequence Planning", "purpose": "prepare channel, timing and message-plan options under human approval", "output": "a proposed outreach sequence", "metrics": "review acceptance, personalization coverage and compliance checks" }, { "department": "Marketing", "department_slug": "marketing", "slug": "keyword-research", "name": "Keyword Research", "purpose": "organize search themes, intent and evidence for content planning", "output": "a prioritized keyword research brief", "metrics": "coverage, relevance review and content-plan adoption" }, { "department": "Marketing", "department_slug": "marketing", "slug": "content-briefing", "name": "Content Briefing", "purpose": "turn research and business goals into structured content briefs", "output": "a writer-ready content brief", "metrics": "brief acceptance, revision rate and preparation time" }, { "department": "Marketing", "department_slug": "marketing", "slug": "content-quality-review", "name": "Content Quality Review", "purpose": "check drafts against factual, structural and brand criteria", "output": "a prioritized revision checklist", "metrics": "defect detection, revision time and reviewer agreement" }, { "department": "Marketing", "department_slug": "marketing", "slug": "campaign-research", "name": "Campaign Research", "purpose": "assemble audience, competitor and channel evidence before campaign design", "output": "a campaign research pack", "metrics": "source coverage, insight acceptance and planning time" }, { "department": "Marketing", "department_slug": "marketing", "slug": "competitor-monitoring", "name": "Competitor Monitoring", "purpose": "track public competitor changes and summarize material differences", "output": "a dated competitor-change digest", "metrics": "signal relevance, source freshness and analyst review time" }, { "department": "Marketing", "department_slug": "marketing", "slug": "social-content-planning", "name": "Social Content Planning", "purpose": "turn approved themes into a reviewable publication plan", "output": "a social content calendar draft", "metrics": "calendar acceptance, preparation time and reuse of approved assets" }, { "department": "Marketing", "department_slug": "marketing", "slug": "email-campaign-preparation", "name": "Email Campaign Preparation", "purpose": "prepare segments, subject options and draft copy for review", "output": "a campaign draft pack", "metrics": "review time, QA defect rate and approved-asset reuse" }, { "department": "Marketing", "department_slug": "marketing", "slug": "landing-page-quality-assurance", "name": "Landing Page Quality Assurance", "purpose": "check landing pages for broken elements, message consistency and conversion friction", "output": "a landing-page QA report", "metrics": "defects found, fix closure and QA cycle time" }, { "department": "Marketing", "department_slug": "marketing", "slug": "brand-mention-monitoring", "name": "Brand Mention Monitoring", "purpose": "collect public brand mentions and classify material issues or opportunities", "output": "a brand mention digest", "metrics": "relevant-signal rate, escalation speed and source coverage" }, { "department": "Marketing", "department_slug": "marketing", "slug": "marketing-reporting", "name": "Marketing Reporting", "purpose": "assemble approved channel metrics into a consistent narrative", "output": "a marketing performance summary", "metrics": "report preparation time, data reconciliation and reviewer corrections" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "ticket-triage", "name": "Ticket Triage", "purpose": "classify incoming service requests using written routing rules", "output": "a prioritized support queue", "metrics": "routing accuracy, first-touch time and reassignment rate" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "knowledge-retrieval", "name": "Knowledge Retrieval", "purpose": "find approved knowledge-base material relevant to a customer question", "output": "a cited answer pack", "metrics": "retrieval precision, citation coverage and reviewer acceptance" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "support-reply-drafting", "name": "Support Reply Drafting", "purpose": "prepare responses from approved information while keeping sending under policy controls", "output": "a reviewable reply draft", "metrics": "draft acceptance, editing time and policy exceptions" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "escalation-detection", "name": "Escalation Detection", "purpose": "flag requests that match severity, safety, legal or account-risk criteria", "output": "an escalation queue with reasons", "metrics": "recall on known escalation cases, review precision and handling time" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "refund-case-preparation", "name": "Refund Case Preparation", "purpose": "collect order, policy and interaction facts without making the final refund decision", "output": "a refund review packet", "metrics": "case completeness, reviewer time and missing-evidence rate" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "complaint-analysis", "name": "Complaint Analysis", "purpose": "cluster complaint themes and extract recurring service failures", "output": "a complaint trend report", "metrics": "theme stability, actionable issue count and analysis time" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "support-quality-assurance", "name": "Support Quality Assurance", "purpose": "review support interactions against a defined QA rubric", "output": "a QA scorecard and coaching queue", "metrics": "rubric agreement, defect detection and coaching closure" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "sla-monitoring", "name": "SLA Monitoring", "purpose": "track queue age and identify requests nearing service targets", "output": "an SLA risk queue", "metrics": "late-case reduction, alert precision and response prioritization" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "multilingual-support-preparation", "name": "Multilingual Support Preparation", "purpose": "prepare translated or localized support drafts for human review", "output": "a localized support draft", "metrics": "review acceptance, terminology consistency and turnaround time" }, { "department": "Customer Service", "department_slug": "customer-service", "slug": "customer-feedback-synthesis", "name": "Customer Feedback Synthesis", "purpose": "summarize survey, ticket and review themes into evidence-backed findings", "output": "a customer feedback digest", "metrics": "source coverage, theme usefulness and analyst time saved" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "job-description-preparation", "name": "Job Description Preparation", "purpose": "structure role requirements and approved employer information into a draft", "output": "a review-ready job description", "metrics": "editing time, requirement coverage and hiring-manager acceptance" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "candidate-sourcing-research", "name": "Candidate Sourcing Research", "purpose": "research potential candidate pools from permitted sources", "output": "a sourced candidate research list", "metrics": "source quality, criteria match and recruiter review time" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "cv-screening-support", "name": "CV Screening Support", "purpose": "organize resume evidence against job-related criteria without replacing human hiring judgment", "output": "a structured screening summary", "metrics": "evidence coverage, reviewer agreement and screening time" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "candidate-matching", "name": "Candidate Matching", "purpose": "compare documented candidate evidence with role requirements", "output": "a ranked review queue with evidence", "metrics": "match explanation quality, recruiter corrections and review throughput" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "interview-scheduling", "name": "Interview Scheduling", "purpose": "coordinate proposed interview times from approved calendars and rules", "output": "a scheduling plan", "metrics": "time-to-schedule, reschedule rate and manual touches" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "interview-question-preparation", "name": "Interview Question Preparation", "purpose": "prepare job-related interview questions from approved competencies", "output": "an interview question pack", "metrics": "competency coverage, interviewer acceptance and preparation time" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "candidate-communication-drafting", "name": "Candidate Communication Drafting", "purpose": "prepare candidate messages for recruiter approval", "output": "a reviewable candidate message", "metrics": "editing time, template consistency and approval rate" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "employee-onboarding-checklist", "name": "Employee Onboarding Checklist", "purpose": "assemble role-specific onboarding tasks and owners", "output": "an onboarding action plan", "metrics": "task completion, missing-step rate and coordinator time" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "employee-faq-assistance", "name": "Employee FAQ Assistance", "purpose": "retrieve approved HR policy information and draft answers for review", "output": "a policy-cited response draft", "metrics": "citation accuracy, escalation rate and response time" }, { "department": "Recruitment and HR", "department_slug": "recruitment-hr", "slug": "workforce-planning-research", "name": "Workforce Planning Research", "purpose": "organize staffing, skills and workload evidence for management review", "output": "a workforce planning brief", "metrics": "data completeness, scenario review time and decision readiness" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "meeting-summary", "name": "Meeting Summary", "purpose": "convert approved meeting transcripts or notes into decisions, actions and open questions", "output": "a structured meeting record", "metrics": "action capture, correction rate and publication time" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "action-tracking", "name": "Action Tracking", "purpose": "maintain action owners, due dates and blockers from approved project sources", "output": "an action follow-up queue", "metrics": "overdue reduction, owner coverage and update time" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "project-status-reporting", "name": "Project Status Reporting", "purpose": "assemble milestone, risk and action data into a consistent status update", "output": "a project status report", "metrics": "report cycle time, data completeness and reviewer corrections" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "risk-register-maintenance", "name": "Risk Register Maintenance", "purpose": "identify and normalize project risks from approved records", "output": "an updated risk review queue", "metrics": "risk coverage, duplicate reduction and mitigation follow-up" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "sop-drafting", "name": "SOP Drafting", "purpose": "turn documented processes into structured standard operating procedure drafts", "output": "a review-ready SOP", "metrics": "procedure coverage, reviewer edits and documentation time" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "process-mapping", "name": "Process Mapping", "purpose": "organize process steps, handoffs, inputs and exceptions", "output": "a process map specification", "metrics": "handoff clarity, exception coverage and analysis time" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "vendor-coordination", "name": "Vendor Coordination", "purpose": "prepare status requests, issue summaries and next-step drafts for vendor managers", "output": "a vendor coordination pack", "metrics": "issue closure, response prep time and owner visibility" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "business-scheduling", "name": "Business Scheduling", "purpose": "propose schedules from approved constraints and calendars", "output": "a reviewable schedule", "metrics": "conflict rate, manual touches and planning time" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "incident-intake", "name": "Incident Intake", "purpose": "structure incident facts, impact, timestamps and ownership before investigation", "output": "an incident intake record", "metrics": "field completeness, triage time and reassignment rate" }, { "department": "Operations and Projects", "department_slug": "operations-projects", "slug": "handover-preparation", "name": "Handover Preparation", "purpose": "compile current status, dependencies, risks and next actions for a role or project handover", "output": "a handover pack", "metrics": "missing-context rate, reviewer acceptance and handover time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "invoice-data-extraction", "name": "Invoice Data Extraction", "purpose": "extract defined invoice fields for validation", "output": "a structured invoice record", "metrics": "field accuracy, exception rate and processing time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "invoice-matching", "name": "Invoice Matching", "purpose": "compare invoice, purchase-order and receipt fields and flag mismatches", "output": "an exception-focused matching report", "metrics": "match rate, false exceptions and review time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "expense-review-preparation", "name": "Expense Review Preparation", "purpose": "organize expense evidence against written policy rules without approving payment", "output": "an expense review queue", "metrics": "missing-receipt detection, reviewer time and policy exception rate" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "accounts-receivable-follow-up", "name": "Accounts Receivable Follow-up", "purpose": "prepare factual payment-status follow-up drafts from approved records", "output": "a reviewable follow-up draft", "metrics": "draft time, account-data accuracy and escalation handling" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "budget-variance-analysis", "name": "Budget Variance Analysis", "purpose": "calculate and explain documented budget-versus-actual differences for review", "output": "a variance analysis pack", "metrics": "reconciliation rate, explanation coverage and analyst time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "cash-flow-reporting-preparation", "name": "Cash Flow Reporting Preparation", "purpose": "assemble approved cash movement data into a management reporting draft", "output": "a cash-flow reporting pack", "metrics": "data reconciliation, preparation time and reviewer corrections" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "purchase-order-review", "name": "Purchase Order Review", "purpose": "check purchase-order fields against approved requirements and flag exceptions", "output": "a PO exception report", "metrics": "field completeness, exception precision and review cycle time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "contract-renewal-tracking", "name": "Contract Renewal Tracking", "purpose": "track documented renewal dates, owners and required review actions", "output": "a renewal calendar and action queue", "metrics": "missed-renewal reduction, owner coverage and lead time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "document-classification", "name": "Document Classification", "purpose": "classify business documents into approved categories and routing paths", "output": "a categorized document queue", "metrics": "classification agreement, exception rate and handling time" }, { "department": "Finance and Administration", "department_slug": "finance-administration", "slug": "data-entry-validation", "name": "Data Entry Validation", "purpose": "check entered records for missing, inconsistent or out-of-range values", "output": "a correction queue", "metrics": "error detection, false-positive rate and correction throughput" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "helpdesk-triage", "name": "Helpdesk Triage", "purpose": "classify IT requests and route them to approved queues", "output": "a prioritized helpdesk queue", "metrics": "routing agreement, first-touch time and reassignment rate" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "runbook-retrieval", "name": "Runbook Retrieval", "purpose": "find approved operational procedures relevant to an incident or request", "output": "a cited runbook pack", "metrics": "retrieval precision, citation coverage and technician acceptance" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "asset-inventory-reconciliation", "name": "Asset Inventory Reconciliation", "purpose": "compare approved asset records and flag inconsistencies", "output": "an asset reconciliation report", "metrics": "record match rate, unresolved exceptions and analyst time" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "access-request-preparation", "name": "Access Request Preparation", "purpose": "collect required access-request context without granting access", "output": "a complete approval packet", "metrics": "missing-field rate, approval cycle time and policy coverage" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "change-request-analysis", "name": "Change Request Analysis", "purpose": "organize scope, dependency, test and rollback information before human approval", "output": "a change review pack", "metrics": "review completeness, missing-risk detection and preparation time" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "incident-summary", "name": "Incident Summary", "purpose": "assemble incident timeline, impact and response evidence", "output": "an incident summary draft", "metrics": "timeline completeness, correction rate and reporting time" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "vulnerability-remediation-planning", "name": "Vulnerability Remediation Planning", "purpose": "prioritize documented findings against approved severity and asset context", "output": "a remediation review queue", "metrics": "coverage, prioritization agreement and closure tracking" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "log-review-triage", "name": "Log Review Triage", "purpose": "group approved log events and flag patterns for analyst review", "output": "a triaged event queue", "metrics": "signal precision, analyst time and escalation accuracy" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "software-license-review", "name": "Software License Review", "purpose": "reconcile approved license, user and renewal records", "output": "a license optimization review pack", "metrics": "unused-license detection, reconciliation rate and renewal visibility" }, { "department": "IT and Security", "department_slug": "it-security", "slug": "technical-documentation", "name": "Technical Documentation", "purpose": "turn approved system facts and procedures into structured documentation drafts", "output": "a review-ready technical document", "metrics": "documentation coverage, reviewer edits and update time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "web-research", "name": "Web Research", "purpose": "collect public-source evidence around a defined business question", "output": "a cited research brief", "metrics": "source quality, citation coverage and research time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "market-research", "name": "Market Research", "purpose": "organize market participants, trends and evidence for business review", "output": "a market research pack", "metrics": "source breadth, insight acceptance and analyst time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "file-analysis", "name": "File Analysis", "purpose": "extract and compare facts from customer-provided documents", "output": "a file analysis report", "metrics": "extraction accuracy, evidence traceability and review time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "spreadsheet-quality-assurance", "name": "Spreadsheet Quality Assurance", "purpose": "check spreadsheets for structural anomalies, missing values and inconsistent formulas", "output": "a spreadsheet QA report", "metrics": "defect detection, false positives and correction time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "data-cleaning-preparation", "name": "Data Cleaning Preparation", "purpose": "identify duplicate, malformed and incomplete records before controlled correction", "output": "a data-cleaning queue", "metrics": "duplicate detection, completeness improvement and reviewer corrections" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "survey-analysis", "name": "Survey Analysis", "purpose": "summarize response patterns and open-text themes", "output": "a survey insight report", "metrics": "theme stability, response coverage and analysis time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "competitor-dataset-building", "name": "Competitor Dataset Building", "purpose": "assemble structured public competitor facts with source references", "output": "a sourced competitor dataset", "metrics": "field coverage, freshness and source traceability" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "pricing-research", "name": "Pricing Research", "purpose": "collect public pricing evidence and normalize comparable units", "output": "a pricing research table", "metrics": "source freshness, comparability and analyst review time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "trend-monitoring", "name": "Trend Monitoring", "purpose": "track defined public signals and summarize material changes", "output": "a trend-change digest", "metrics": "relevant-signal rate, freshness and review time" }, { "department": "Data and Research", "department_slug": "data-research", "slug": "executive-research-brief", "name": "Executive Research Brief", "purpose": "condense a defined research question into evidence, implications and open issues", "output": "an executive research brief", "metrics": "decision relevance, citation coverage and preparation time" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "vendor-research", "name": "Vendor Research", "purpose": "collect public and customer-approved vendor evidence", "output": "a sourced vendor research brief", "metrics": "coverage, source quality and procurement review time" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "vendor-comparison", "name": "Vendor Comparison", "purpose": "normalize documented vendor capabilities against a written scorecard", "output": "a comparison matrix", "metrics": "criteria coverage, evidence traceability and reviewer agreement" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "rfp-response-analysis", "name": "RFP Response Analysis", "purpose": "extract vendor responses into approved evaluation criteria", "output": "an RFP evaluation worksheet", "metrics": "field coverage, comparison time and reviewer corrections" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "procurement-intake", "name": "Procurement Intake", "purpose": "structure purchase requests, requirements and approval context", "output": "a procurement intake packet", "metrics": "missing-field rate, routing time and approval readiness" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "policy-compliance-check", "name": "Policy Compliance Check", "purpose": "compare documents or requests with written internal rules and flag items for human review", "output": "a policy exception checklist", "metrics": "rule coverage, false-positive rate and reviewer agreement" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "audit-evidence-organization", "name": "Audit Evidence Organization", "purpose": "index approved evidence against a defined audit request list", "output": "an evidence map", "metrics": "request coverage, traceability and preparation time" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "due-diligence-research", "name": "Due Diligence Research", "purpose": "organize permitted public and customer-provided facts for specialist review", "output": "a sourced due-diligence pack", "metrics": "source coverage, unresolved-question rate and review time" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "regulatory-change-monitoring", "name": "Regulatory Change Monitoring", "purpose": "track official or approved sources for changes requiring specialist assessment", "output": "a change-monitoring digest", "metrics": "source freshness, relevant-signal rate and escalation speed" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "contract-clause-extraction", "name": "Contract Clause Extraction", "purpose": "extract defined clauses and dates without providing legal interpretation", "output": "a clause and obligation index", "metrics": "extraction accuracy, traceability and legal-review time" }, { "department": "Procurement and Compliance", "department_slug": "procurement-compliance", "slug": "quality-assurance-checklist", "name": "Quality Assurance Checklist", "purpose": "check work products against an approved quality rubric", "output": "a QA exception report", "metrics": "defect detection, rubric agreement and correction closure" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "executive-briefing", "name": "Executive Briefing", "purpose": "assemble approved operational facts into a concise leadership brief", "output": "an executive briefing pack", "metrics": "decision relevance, preparation time and correction rate" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "board-pack-preparation", "name": "Board Pack Preparation", "purpose": "organize approved KPIs, decisions, risks and source materials", "output": "a board-pack draft", "metrics": "data completeness, revision rate and preparation time" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "kpi-narrative", "name": "KPI Narrative", "purpose": "turn reconciled metrics into a factual performance narrative", "output": "a KPI commentary draft", "metrics": "metric traceability, reviewer edits and reporting time" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "customer-onboarding", "name": "Customer Onboarding", "purpose": "coordinate approved onboarding steps, owners and customer communications", "output": "an onboarding action plan", "metrics": "time-to-value, missing-step rate and manual touches" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "account-health-review", "name": "Account Health Review", "purpose": "assemble usage, support and relationship signals for account-manager judgment", "output": "an account health brief", "metrics": "signal coverage, reviewer agreement and prep time" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "quarterly-business-review-preparation", "name": "Quarterly Business Review Preparation", "purpose": "organize results, open issues and next-step evidence for a QBR", "output": "a QBR preparation pack", "metrics": "prep time, data completeness and stakeholder acceptance" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "churn-risk-research", "name": "Churn Risk Research", "purpose": "surface documented risk signals for customer-success review", "output": "a churn-risk review queue", "metrics": "signal precision, action follow-up and review time" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "customer-success-follow-up", "name": "Customer Success Follow-up", "purpose": "prepare factual follow-up drafts from approved account notes", "output": "a reviewable customer-success message", "metrics": "draft acceptance, editing time and action closure" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "partnership-research", "name": "Partnership Research", "purpose": "research potential partners and document strategic fit evidence", "output": "a partnership research brief", "metrics": "source coverage, fit-review acceptance and research time" }, { "department": "Executive and Customer Success", "department_slug": "executive-customer-success", "slug": "strategic-planning-research", "name": "Strategic Planning Research", "purpose": "assemble market, operating and competitor evidence for leadership workshops", "output": "a strategic planning evidence pack", "metrics": "evidence breadth, decision usefulness and analyst time" } ], "industries": [ { "sector": "Professional Services", "slug": "accounting-firms", "name": "Accounting Firms", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "law-firms", "name": "Law Firms", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "management-consulting", "name": "Management Consulting", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "marketing-agencies", "name": "Marketing Agencies", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "recruitment-agencies", "name": "Recruitment Agencies", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "architecture-firms", "name": "Architecture Firms", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "engineering-consultancies", "name": "Engineering Consultancies", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "translation-services", "name": "Translation Services", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "design-studios", "name": "Design Studios", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Professional Services", "slug": "business-process-outsourcing", "name": "Business Process Outsourcing", "context": "client-delivery businesses where confidential files, time tracking, proposals and specialist review are central", "guardrail": "Keep client confidentiality, professional judgment and external commitments under named human owners." }, { "sector": "Technology", "slug": "saas-companies", "name": "SaaS Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "software-development-companies", "name": "Software Development Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "cybersecurity-companies", "name": "Cybersecurity Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "it-managed-service-providers", "name": "IT Managed Service Providers", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "cloud-service-providers", "name": "Cloud Service Providers", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "data-analytics-companies", "name": "Data Analytics Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "ai-companies", "name": "AI Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "telecommunications-companies", "name": "Telecommunications Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "fintech-companies", "name": "Fintech Companies", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Technology", "slug": "gaming-studios", "name": "Gaming Studios", "context": "digital product and service teams balancing fast iteration with security, customer support and technical change control", "guardrail": "Use least-privilege access, protect credentials and keep production changes behind established engineering controls." }, { "sector": "Commerce", "slug": "ecommerce-companies", "name": "Ecommerce Companies", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "retail-stores", "name": "Retail Stores", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "wholesale-distributors", "name": "Wholesale Distributors", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "online-marketplaces", "name": "Online Marketplaces", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "consumer-electronics-retailers", "name": "Consumer Electronics Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "fashion-retailers", "name": "Fashion Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "furniture-retailers", "name": "Furniture Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "grocery-retailers", "name": "Grocery Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "beauty-retailers", "name": "Beauty Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Commerce", "slug": "automotive-retailers", "name": "Automotive Retailers", "context": "high-volume product, order, merchandising, customer and supplier workflows with frequent data changes", "guardrail": "Separate recommendation and preparation from irreversible order, pricing, refund or account actions unless explicitly approved." }, { "sector": "Real Estate and Construction", "slug": "residential-real-estate", "name": "Residential Real Estate", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "commercial-real-estate", "name": "Commercial Real Estate", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "property-management-companies", "name": "Property Management Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "construction-companies", "name": "Construction Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "home-service-companies", "name": "Home Service Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "hvac-companies", "name": "HVAC Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "plumbing-companies", "name": "Plumbing Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "electrical-contractors", "name": "Electrical Contractors", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "roofing-companies", "name": "Roofing Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Real Estate and Construction", "slug": "facilities-management-companies", "name": "Facilities Management Companies", "context": "project, property, contractor, tenant and documentation workflows with many handoffs and deadlines", "guardrail": "Keep contractual, safety, property-access and financial commitments under qualified human review." }, { "sector": "Hospitality and Travel", "slug": "hotels", "name": "Hotels", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "restaurants", "name": "Restaurants", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "cafes", "name": "Cafes", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "travel-agencies", "name": "Travel Agencies", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "tour-operators", "name": "Tour Operators", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "airlines", "name": "Airlines", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "car-rental-companies", "name": "Car Rental Companies", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "event-venues", "name": "Event Venues", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "catering-companies", "name": "Catering Companies", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Hospitality and Travel", "slug": "vacation-rental-companies", "name": "Vacation Rental Companies", "context": "time-sensitive booking, guest, scheduling, service and supplier operations where current availability matters", "guardrail": "Require current source data and human approval for refunds, booking changes, safety issues and exceptional guest commitments." }, { "sector": "Healthcare and Wellness", "slug": "hospitals", "name": "Hospitals", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "medical-clinics", "name": "Medical Clinics", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "dental-practices", "name": "Dental Practices", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "pharmacies", "name": "Pharmacies", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "medical-device-companies", "name": "Medical Device Companies", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "health-insurance-companies", "name": "Health Insurance Companies", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "wellness-centers", "name": "Wellness Centers", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "fitness-clubs", "name": "Fitness Clubs", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "elder-care-providers", "name": "Elder Care Providers", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Healthcare and Wellness", "slug": "veterinary-clinics", "name": "Veterinary Clinics", "context": "sensitive service environments with health information, regulated processes and high consequences for inaccurate advice", "guardrail": "Do not use the workflow as medical advice or autonomous clinical decision-making; protect health data and require qualified human review." }, { "sector": "Education and Nonprofit", "slug": "universities", "name": "Universities", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "colleges", "name": "Colleges", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "online-education-companies", "name": "Online Education Companies", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "training-providers", "name": "Training Providers", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "language-schools", "name": "Language Schools", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "nonprofit-organizations", "name": "Nonprofit Organizations", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "charities", "name": "Charities", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "research-institutes", "name": "Research Institutes", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "professional-associations", "name": "Professional Associations", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Education and Nonprofit", "slug": "museums", "name": "Museums", "context": "stakeholder-heavy environments spanning learners, members, donors, research, programs and administrative operations", "guardrail": "Protect student, donor and participant data and keep eligibility, safeguarding, grading and funding decisions with authorized people." }, { "sector": "Financial and Business Services", "slug": "banks", "name": "Banks", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "insurance-companies", "name": "Insurance Companies", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "mortgage-brokers", "name": "Mortgage Brokers", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "wealth-management-firms", "name": "Wealth Management Firms", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "payment-companies", "name": "Payment Companies", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "lending-companies", "name": "Lending Companies", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "leasing-companies", "name": "Leasing Companies", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "tax-services-firms", "name": "Tax Services Firms", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "payroll-service-providers", "name": "Payroll Service Providers", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Financial and Business Services", "slug": "procurement-service-providers", "name": "Procurement Service Providers", "context": "data-intensive, regulated workflows involving money movement, risk, reporting and customer documentation", "guardrail": "Do not treat agent output as financial, tax or investment advice; keep regulated decisions, money movement and approvals with authorized humans." }, { "sector": "Industrial and Logistics", "slug": "manufacturing-companies", "name": "Manufacturing Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "automotive-manufacturers", "name": "Automotive Manufacturers", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "food-manufacturers", "name": "Food Manufacturers", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "chemical-manufacturers", "name": "Chemical Manufacturers", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "logistics-companies", "name": "Logistics Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "freight-forwarders", "name": "Freight Forwarders", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "warehousing-companies", "name": "Warehousing Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "supply-chain-companies", "name": "Supply Chain Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "energy-service-companies", "name": "Energy Service Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Industrial and Logistics", "slug": "utility-companies", "name": "Utility Companies", "context": "asset, supplier, production, maintenance, inventory and shipment workflows where operational accuracy and timing matter", "guardrail": "Keep safety-critical, equipment-control and shipment-release actions behind established operational procedures and human authorization." }, { "sector": "Public Media and Creative", "slug": "government-agencies", "name": "Government Agencies", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "municipalities", "name": "Municipalities", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "public-transport-operators", "name": "Public Transport Operators", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "media-publishers", "name": "Media Publishers", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "newsrooms", "name": "Newsrooms", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "advertising-firms", "name": "Advertising Firms", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "film-production-companies", "name": "Film Production Companies", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "music-businesses", "name": "Music Businesses", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "sports-organizations", "name": "Sports Organizations", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." }, { "sector": "Public Media and Creative", "slug": "creator-businesses", "name": "Creator Businesses", "context": "public-facing organizations managing information, audiences, content, rights, campaigns and stakeholder communication", "guardrail": "Apply editorial, accessibility, rights, public-record and communications policies before publication or external action." } ] }