Marketing Measurement · Artificial intelligence

AI should generate options while humans weigh them

In short AI can generate options for decisions, but people still have to weigh them, and oversight must get stricter as AI use grows.

Before unleashing AI, ask you colleagues if your organizational strategies are truly ready for a radically transformed decision-making landscape?

At Provalytics, we're testing AI's frontiers daily. It's not just about deploying the latest tech. We try to measure the impact of AI on real decisions.

  • If our data gets skewed, our strategic insights risk becoming obsolete
  • As AI expands, human oversight must sharpen even more finely

AI models are setting new benchmarks every week. These are absolute milestones, but there is a catch. Assistive AI demands rigorous checks. Our precision is non-negotiable.

As data scientists, we want AI to generate options. Our role is to weigh them, blend intuition with human intelligence. My concern is whether or not we can sustain this balance across all "scales" in the system.

That is the ongoing challenge. Our data infrastructure and analytics strategies must evolve as adaptable frameworks.

In the analytics community, we know that AI is a tool and not a magic bullet—it, so the human element remains irreplaceable. However, is that the perception outside of our conversations?

I would love to hear what others think.

Cheers

Todd

Originally posted on LinkedIn →

Topics Artificial intelligence · Data science · Human oversight · Decision-making

Todd Kirk

About the author

Todd Kirk

Founder of Middlegame Marketing Sciences, turning marketing data into action

Todd Kirk is Founder and Managing Director of Middlegame Marketing Sciences, where the focus is helping organizations move beyond retrospective reporting to forward-looking growth. Todd has led the development of multi-million dollar analytical solutions at IRI and MMA, and is Co-Founder and Lead Architect at Provalytics. Todd received the ANA Genius Award for Marketing Analytics Innovation.

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