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Shared from Saga · AI signal
Operating modelRelevance · medium2026-07-14
Business Wire / TrustedTech via Yahoo Finance·4 min read

Research Exposes AI ‘Confidence Gap’ Leaving Half Of Workers Behind

Professional ServicesTechnologyRetailHealthcareManufacturingFinancial Services

New workforce research from TrustedTech, released in July 2026, identifies a growing ‘AI confidence gap’ in the US workforce, with many front‑line and mid‑level employees lacking the guidance, tools, and trust to use AI effectively. The study warns that without structured enablement, AI adoption will entrench a two‑tier workforce instead of lifting productivity across the board.

Why it matters for leaders
For a technology advisor, this is a warning that AI MVPs focused only on technical build will underperform. Adoption, change management, and guardrailed enablement are now core to any serious AI proposal you bring to a client’s leadership team.
Opportunity signal

Bundle ‘workforce AI enablement’—training, usage policies, and safe‑use patterns—into every AI MVP engagement so clients see measurable productivity gains rather than pockets of advanced users and broad resistance.

medium
Risk signal

Ignoring the confidence gap risks AI tools being bypassed or misused, driving shadow AI usage, compliance issues, and poor ROI that will make boards more cautious on further AI investment.

high
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