technology
New University of Phoenix research outlines human-centered AI framework for online ...
PushButton AI Team ·
You didn't fail at AI. The tool failed you. University of Phoenix just published research on a 16-stage human-centered AI framework. And buried in that academic language is something every business o
You didn't fail at AI. The tool failed you.
University of Phoenix just published research on a 16-stage human-centered AI framework. And buried in that academic language is something every business owner needs to hear.
The tools only work when people are set up to actually use them.
That $200/month tool sitting unused isn't a you problem. It's a deployment problem. Someone sold you software without a single conversation about how your team actually works, what they're afraid of, or what small win would make them trust it.
The research confirms what I've seen across 500+ projects. AI adoption fails at the human layer, not the technology layer. The framework doesn't start with picking tools. It starts with mapping real workflow gaps your team already feels every day.
Here's your one action: Before evaluating any AI tool this month, ask your team one question. "What's the most repetitive thing you do that you wish would just disappear?" That answer tells you exactly where to start.
No new systems. No learning to code. Just one honest conversation that points you toward your first real win.
What's the biggest thing that made your last AI tool collect digital dust?
#AIStrategy #SmallBusiness #BusinessOwner #AIImplementation
Original Source
The conceptual paper proposes a theoretically grounded 16-stage framework for integrating generative artificial intelligence and predictive analytics ...