88% Of Firms Use AI, But Few Scale It Past Pilots

A contributor column published by Entrepreneur on October 7, 2026 argues that AI tools are collapsing the distance between imagining a product and building one, while most workplaces still operate largely as they did before the technology arrived.

The piece, written from the perspective of a filmmaker and technology innovator, says an entrepreneur who once needed a business plan, a designer, a product developer, manufacturers, a website and a marketing agency can now generate visual concepts, build a prototype, produce marketing material and test demand through social media without assembling that chain of specialists first. The author notes that not every idea will turn into a successful business, but says far more ideas can be tested, and tested faster.

The column cites Microsoft's 2026 Work Trend Index, which found 66% of surveyed AI users say the technology lets them spend more time on high-value work and 58% say they can produce work they could not have a year earlier. It also cites McKinsey's latest State of AI research, which found 88% of respondents say their organizations regularly use AI in at least one business function, though most are still experimenting or piloting rather than scaling it.

The author calls that gap between capability and practice an opportunity, arguing companies should redesign workflows around what the technology makes possible rather than fitting AI into processes built decades ago.

This story was first reported by Entrepreneur.