Research & Data

Data-driven research on hiring costs, remote work trends, outsourcing ROI, and AI adoption. Every statistic sourced, every number verified.

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Customer Support Agent Absenteeism: 2026 Benchmarks
Customer Support Data13 min read16 sources

Customer Support Agent Absenteeism: 2026 Benchmarks

2026 benchmarks on customer support agent absenteeism: unplanned absence rates, contact center comparisons, the cost of a missed shift, the causes behind chronic absence, and what low-absence operations do to hold unplanned absence below 5 percent.

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Drywall industry staffing costs 2026: wages, labor share & hiring data
Industry-Specific Staffing14 min read16 sources

Drywall industry staffing costs 2026: wages, labor share & hiring data

Comprehensive 2026 data on drywall industry staffing costs - hanger, taper, and finisher wages by role, labor as a share of installed cost, the skilled-trades shortage hitting drywall contractors, turnover replacement costs, and how drywall companies cut admin overhead with virtual assistants.

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Remote Work Carbon Footprint Statistics 2026: What the Research Actually Shows
Remote Work Statistics13 min read16 sources

Remote Work Carbon Footprint Statistics 2026: What the Research Actually Shows

Does working from home actually reduce carbon emissions? This report compiles 2026 data on remote work carbon footprint statistics, drawing on the PNAS 2023 study, IEA analysis, and EPA transportation data to show where the savings are real and where they disappear.

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Remote Work Onboarding Buddy Statistics 2026: What the Data Shows
Remote Work Statistics13 min read16 sources

Remote Work Onboarding Buddy Statistics 2026: What the Data Shows

Remote work onboarding buddy statistics 2026: adoption rates, time-to-productivity impact, retention outcomes, buddy program design benchmarks, and ROI data from Microsoft, SHRM, Sapling, BambooHR, and Brandon Hall Group.

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AI Freight Audit Automation: 2026 Statistics on Overcharge Recovery, Cost, and Accuracy
AI + Human Workforce12 min read11 sources

AI Freight Audit Automation: 2026 Statistics on Overcharge Recovery, Cost, and Accuracy

Key AI freight audit automation statistics for 2026: freight invoice error rates, overcharge recovery as a share of freight spend, cost per invoice before and after automation, accessorial error patterns, adoption rates, and market size data from Logistics Management, IOFM, Mordor Intelligence, and freight audit and payment industry research.

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