Collective Bargaining Agreements
Buy and sell collective bargaining agreements data. Union contracts with wage scales, grievance procedures, and work rules. Labor relations AI predicts negotiation outcomes from CBA patterns.
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Find Me This Data →Overview
What Is Collective Bargaining Agreements Data?
Collective Bargaining Agreements (CBAs) are legally binding contracts between labor unions and employers that outline terms and conditions of employment, including wages, benefits, working conditions, hours, and dispute resolution procedures. CBA data represents the digitized contracts, provisions, and negotiation records that document these agreements across industries and time periods. This data is valuable for labor relations professionals, AI researchers, policy analysts, and employers seeking to understand negotiation patterns, worker protections, technology provisions in workplaces, and the comparative effectiveness of different bargaining structures.
Market Data
16.5 million
Workers Covered by CBAs (2025)
Source: Center for American Progress
500+ contracts, 175+ technology-related agreements
Union Contracts Analyzed in Technology Study
Source: Forbes/Labor Standards Office of Personnel Management
950+
Technology-Related Provisions Documented
Source: Forbes/Labor Standards Office of Personnel Management
42.4 million workers
Projected Coverage Under Sectoral Bargaining
Source: Center for American Progress
Who Uses This Data
What AI models do with it.do with it.
Labor Relations AI & Negotiation Analytics
Researchers and software developers build predictive models using CBA patterns to forecast negotiation outcomes, wage trends, and dispute resolution strategies across different bargaining structures.
Union Strategy & Advocacy
Union leaders and labor organizations analyze technology provisions, worker protection clauses, and successful negotiation strategies documented in existing agreements to strengthen their own bargaining positions.
Employer & HR Operations
Employers and HR departments use CBA data for contract lifecycle management, benchmarking compensation and benefits against industry standards, and understanding compliance requirements across multiple worksites.
Policy & Economic Research
Policymakers and economists analyze bargaining coverage data to model the impact of sectoral bargaining systems and understand wage-setting characteristics across developed economies.
What Can You Earn?
What it's worth.worth.
Individual CBA Records
Varies
Pricing depends on contract scope, industry, and buyer type (academic, commercial, nonprofit)
Database Access Licenses
Varies
Enterprise software and CLM platforms offer tiered licensing for organizations managing multiple agreements
Bulk Historical Collections
Varies
Multi-decade contract datasets (500+ agreements) command premium pricing from research institutions and policy organizations
What Buyers Expect
What makes it valuable.valuable.
Complete Contract Terms
Full text or detailed summaries of wage scales, grievance procedures, work rules, benefits, hours, and dispute resolution steps
Standardized Metadata
Union name, employer/industry, effective dates, bargaining level (workplace, sectoral), worker counts, and contract modification history
Technology & Digital Provisions
Extraction and tagging of AI surveillance, automation, upskilling, and workplace technology clauses for AI/labor tech applications
Historical Comparability
Consistent formatting and version control across multi-decade collections to enable trend analysis and predictive modeling
Companies Active Here
Who's buying.buying.
Economic policy research and sectoral bargaining impact modeling using multi-country OECD wage-setting databases
Maintains federal CBA database and collective bargaining provisions inventory for policy and compliance analysis
Contract Lifecycle Management (CLM) platform serving employers and unions to track, manage, and operationalize CBAs
FAQ
Common questions.questions.
What is included in a collective bargaining agreement dataset?
CBA datasets typically include contract text or structured summaries covering wage scales, benefits, working conditions, hours, grievance procedures, dispute resolution mechanisms, and any special provisions such as technology and automation clauses. Historical datasets may span multiple decades and include metadata on union types, employers, worker counts, and bargaining levels.
How is CBA data used for AI and labor relations prediction?
Labor relations AI analyzes patterns in thousands of contracts to predict negotiation outcomes, wage trends, successful dispute resolution strategies, and the impact of different bargaining structures. Datasets with 500+ contracts and 950+ technology provisions enable machine learning models to forecast results in new negotiations.
What makes CBA data valuable for researchers?
Multi-decade CBA collections allow researchers to measure bargaining coverage across industries, model the economic impact of different bargaining systems (workplace-level vs. sectoral), benchmark wages and benefits, and identify trends in worker protections and technology provisions.
Who are the main buyers of CBA data?
Primary buyers include labor unions and union leaders seeking negotiation insights, employers and HR platforms using contract management software, policy research organizations analyzing bargaining coverage and economic impact, and technology companies building labor relations AI applications.
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