Real insight from the people actually doing the work: operators, engineers, and leaders across 16 B2B industries.
OC multifamily vacancy edges up to 4.7% in 2026, but Class B/C assets stay tight at 2.9% as workforce housing demand outpaces luxury supply.
Construction costs climbed at their steepest annual pace since the pandemic in May, squeezing contractors caught between rising materials prices and softening b
North American robot orders hit $2.25B in 2025 as manufacturers scale automation—but geopolitical headwinds are trimming 2026 growth forecasts.
After six months of operation, the NECEC transmission line shows marginal energy gains and ~27 days of zero flow, raising questions about its clean energy promi
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Real insight from the people actually doing the work: operators, engineers, and leaders across 16 B2B industries.
Multifamily market divergence deepens: luxury softens while workforce housing Class B/C assets stay critically tight.
Construction costs surged at fastest annual rate since pandemic, squeezing contractor margins between materials and pricing power.
Robot orders remain steady at $2.25B despite humanoid supply glut, with geopolitical headwinds trimming 2026 growth forecasts.
NECEC hydropower transmission line shows marginal energy gains and 27 days of zero flow after six months of operation.
Manufacturing and construction sectors are shifting decisively from hardware-centric investment to intelligence-driven operations, with AI governance and embodied robotics emerging as competitive bottlenecks rather than capacity constraints.
This pivot appears across automation, smart buildings, and construction tech, signaling that enterprises now see software and data integration—not machine deployment—as the limiting factor in operational scaling. [articleRef: 15]
Read source ↗73%
enterprises use AI regularly, yet only 10% call core
A survey of 1,550 AI decision-makers finds 73% of enterprises use AI regularly, yet just 10% call it core to how their business runs.
Read source ↗Read source ↗“AI—not machines—now limits factory performance”
— Industrial IoT sector analysis, mid-2026
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