A new approach uses phone cameras and pose estimation to remotely assess injury risk during hiring for physical labor roles, promising faster, cheaper screening.
Phone-based injury-risk movement screening for hiring
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Workplace & Small Business Safety
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Change-order risk detector for landscaping contractors
A new workflow tool to help landscaping contractors identify scope creep risks in quotes is being tested, aiming to improve margin control amid high uncertainty.
Trade and supply-chain operations signal monitor: Chicago, Illinois weather forecast: Tornado Watch issued for parts of area | Radar
A tornado watch issued for parts of Chicago has triggered a supply-chain operations signal monitor, highlighting the need for role-specific weather alerts.
Purchase order exception tracker for small manufacturers
A new purchase order exception tracker for small manufacturers is set to be tested, aiming to streamline supplier issue management amid supply volatility.
Field service photo checklist for HVAC teams
HVAC teams are trialing a mobile photo checklist to improve service documentation, aiming to ensure consistent proof of work and client satisfaction.
Software engineering. The canonical case.
Recent data confirms a 40% drop in junior developer hiring since 2022, with senior engineers benefiting from AI augmentation. The sector faces a bifurcated labor market with emerging pipeline issues.
Permit renewal calendar for mobile food vendors
A new permit renewal calendar for mobile food vendors is being tested to streamline permit management across jurisdictions, aiding food truck owners.
The Labor Displacement Data: What Q1-Q2 2026 Actually Shows
New data from Q1-Q2 2026 shows AI-driven layoffs are concentrated in specific cohorts, with overall employment levels remaining stable. The impact is material but not catastrophic.
Incident postmortem builder for managed service providers
A new incident postmortem tool designed for small managed service providers is being tested to streamline post-incident reporting and client communication.
AI-Washed: When ‘Productivity’ Becomes the Press Release for Cuts You Couldn’t Justify
Tech giants like Meta and Microsoft announced 20,000 layoffs in April 2026, citing AI-driven efficiency, but only a small fraction of jobs are genuinely replaced by AI.
