AI Workforce Data
Collection
Open datasets on AI and the US workforce — occupations, companies, layoffs. CC BY-NC 4.0. By Meo Advisors (meoadvisors.com). • 6 items • Updated
name stringlengths 1 60 | category stringclasses 21
values | category_slug stringclasses 21
values | ai_replaceability_score float64 43 89 | occupation_count int64 3 852 |
|---|---|---|---|---|
Healthcare common procedure coding system HCPCS | Healthcare & Medical Software | healthcare-medical | 89 | 19 |
Text to speech software | HR & People Management | hr-people-management | 88 | 7 |
Electronic data interchange EDI software | Data & Integration | data-integration | 87 | 7 |
Accounting software | Accounting & Finance | accounting-finance | 86 | 26 |
Diagnostic and procedural coding software | Industry-Specific Software | industry-specific | 86 | 5 |
jQuery | DevOps & Developer Tools | devops-developer | 86 | 12 |
Payroll software | HR & People Management | hr-people-management | 86 | 9 |
Perl | DevOps & Developer Tools | devops-developer | 86 | 34 |
Accounts receivable software | Accounting & Finance | accounting-finance | 85 | 3 |
Database software | Data & Integration | data-integration | 85 | 124 |
Document management system software | Document Management | document-management | 85 | 4 |
Human resources management system HRMS | HR & People Management | hr-people-management | 85 | 5 |
Image scanning software | Industry-Specific Software | industry-specific | 85 | 30 |
Medical procedure coding software | Healthcare & Medical Software | healthcare-medical | 85 | 23 |
Work scheduling software | Scheduling & Appointment | scheduling | 85 | 23 |
Medical condition coding software | Healthcare & Medical Software | healthcare-medical | 84.5 | 19 |
Aestiva Purchase Order | Industry-Specific Software | industry-specific | 84 | 3 |
Appointment scheduling software | Scheduling & Appointment | scheduling | 84 | 18 |
Bill of lading software | Supply Chain & Logistics | supply-chain | 84 | 3 |
Calendar and scheduling software | Scheduling & Appointment | scheduling | 84 | 43 |
DaySmart Software Appointment-Plus | Scheduling & Appointment | scheduling | 84 | 3 |
IBM Lotus 1-2-3 | Productivity & Office | productivity-office | 84 | 14 |
Inventory tracking software | E-commerce & Retail | ecommerce-retail | 84 | 42 |
Multi-line optical character reader OCR software | Industry-Specific Software | industry-specific | 84 | 3 |
Relational database software | Data & Integration | data-integration | 84 | 4 |
Scheduling software | Scheduling & Appointment | scheduling | 84 | 43 |
Timekeeping software | HR & People Management | hr-people-management | 84 | 11 |
Ansible software | Industry-Specific Software | industry-specific | 83 | 26 |
athenahealth athenaCollector | Healthcare & Medical Software | healthcare-medical | 83 | 9 |
Billing software | Accounting & Finance | accounting-finance | 83 | 20 |
Enterprise application integration EAI software | Data & Integration | data-integration | 83 | 5 |
SAP Business Objects | ERP & Business Management | erp-business-management | 83 | 5 |
Adobe ActionScript | DevOps & Developer Tools | devops-developer | 82 | 8 |
Adobe Dreamweaver | CMS & Web | cms-web | 82 | 26 |
Alteryx software | Analytics & BI | analytics-bi | 82 | 7 |
AOL MapQuest | Industry-Specific Software | industry-specific | 82 | 3 |
Blogging software | CMS & Web | cms-web | 82 | 4 |
Bookkeeping software | Accounting & Finance | accounting-finance | 82 | 13 |
Budgeting software | Accounting & Finance | accounting-finance | 82 | 6 |
Computer aided dispatch software | Customer Support | customer-support | 82 | 8 |
Contact management software | Scheduling & Appointment | scheduling | 82 | 3 |
Cost estimating software | Accounting & Finance | accounting-finance | 82 | 12 |
Customer information databases | CRM & Sales | crm-sales | 82 | 7 |
DM2 Bills of Lading | Supply Chain & Logistics | supply-chain | 82 | 3 |
Facebook | CMS & Web | cms-web | 82 | 131 |
Google Drive | Collaboration | collaboration | 82 | 24 |
Learning management system LMS | HR & People Management | hr-people-management | 82 | 40 |
Loom | Industry-Specific Software | industry-specific | 82 | 3 |
Marketo Marketing Automation | CRM & Sales | crm-sales | 82 | 19 |
Mentimeter | Productivity & Office | productivity-office | 82 | 3 |
Microsoft Dynamics | ERP & Business Management | erp-business-management | 82 | 29 |
Microsoft Visual Basic | DevOps & Developer Tools | devops-developer | 82 | 70 |
Microsoft Word | Productivity & Office | productivity-office | 82 | 757 |
Online databases | Data & Integration | data-integration | 82 | 4 |
Order management software | Industry-Specific Software | industry-specific | 82 | 4 |
Personnel scheduling software | Scheduling & Appointment | scheduling | 82 | 3 |
Route mapping software | Industry-Specific Software | industry-specific | 82 | 7 |
Social media software | CMS & Web | cms-web | 82 | 4 |
Spreadsheet software | Productivity & Office | productivity-office | 82 | 83 |
Structured query language SQL | Data & Integration | data-integration | 82 | 130 |
TikTok | Industry-Specific Software | industry-specific | 82 | 7 |
Voice over internet protocol VoIP system software | Industry-Specific Software | industry-specific | 82 | 4 |
Word processing software | Productivity & Office | productivity-office | 82 | 180 |
ADP Workforce Now | HR & People Management | hr-people-management | 81.8 | 15 |
JavaScript | DevOps & Developer Tools | devops-developer | 81.5 | 70 |
Recordkeeping software | Data & Integration | data-integration | 81.25 | 12 |
Act! | CRM & Sales | crm-sales | 81 | 4 |
Actsoft Comet Tracker | Supply Chain & Logistics | supply-chain | 81 | 3 |
Airtable | Data & Integration | data-integration | 81 | 5 |
Applicant tracking software | HR & People Management | hr-people-management | 81 | 5 |
Asana | Collaboration | collaboration | 81 | 5 |
Automated inventory software | E-commerce & Retail | ecommerce-retail | 81 | 4 |
Blackbaud The Raiser's Edge | CRM & Sales | crm-sales | 81 | 16 |
Blink | Collaboration | collaboration | 81 | 5 |
Border Gateway Protocol BGP | Infrastructure & IT | infrastructure-it | 81 | 6 |
Case management software | Healthcare & Medical Software | healthcare-medical | 81 | 5 |
Chef | DevOps & Developer Tools | devops-developer | 81 | 5 |
CPR International GeneralCOST Estimator | Accounting & Finance | accounting-finance | 81 | 3 |
Customer relationship management CRM software | CRM & Sales | crm-sales | 81 | 28 |
Data entry software | Data & Integration | data-integration | 81 | 13 |
Desktop publishing software | Document Management | document-management | 81 | 13 |
Educational software | HR & People Management | hr-people-management | 81 | 4 |
Eko | Collaboration | collaboration | 81 | 14 |
Electronic Time Clock ETC | HR & People Management | hr-people-management | 81 | 3 |
Email software | Productivity & Office | productivity-office | 81 | 243 |
eMDs Medisoft | Healthcare & Medical Software | healthcare-medical | 81 | 3 |
Enterprise resource planning ERP software | ERP & Business Management | erp-business-management | 81 | 55 |
ERP software | ERP & Business Management | erp-business-management | 81 | 3 |
Extensible markup language XML | Data & Integration | data-integration | 81 | 70 |
FileMaker Pro | Data & Integration | data-integration | 81 | 42 |
Financial accounting software | Accounting & Finance | accounting-finance | 81 | 12 |
Global positioning system GPS software | Industry-Specific Software | industry-specific | 81 | 26 |
Google Docs | Productivity & Office | productivity-office | 81 | 96 |
HubSpot software | CRM & Sales | crm-sales | 81 | 15 |
IBM DB2 | Data & Integration | data-integration | 81 | 4 |
ICANotes | Healthcare & Medical Software | healthcare-medical | 81 | 3 |
Incident command system ICS software | Project Management | project-management | 81 | 3 |
Instagram | CMS & Web | cms-web | 81 | 5 |
Intrado SchoolMessenger | Industry-Specific Software | industry-specific | 81 | 4 |
Inventory control software | E-commerce & Retail | ecommerce-retail | 81 | 14 |
End of preview. Expand in Data Studio
Software AI Replaceability Index
594 enterprise software products scored 0–100 for how completely an AI agent layer could replace or augment them — across CRM, ERP, marketing, support, finance, HR, and dev tools — with a workflow-modularity score and the known AI-native alternative.
- Rows: 594
- Source: Meo Advisors composite scoring
- Methodology + interactive explorer: https://meoadvisors.com/software-ai-replaceability/
- Part of: the open AI Workforce Data collection by Meo Advisors (GitHub)
- License: CC BY-NC 4.0 — free for research, journalism, and education with attribution to Meo Advisors
Citation
Meo Advisors (2026). Software AI Replaceability Index. https://meoadvisors.com/software-ai-replaceability/
- Downloads last month
- 25