Grounded With Data

Grounded With Data

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Visionary Market Research & Data Analysis | Compassionate Coaching & Consulting Grounded With Data (formerly Data Wonderment) started in 2017.

06/23/2026

There’s a point where a brief stops being a brief.

When the problem, audience, objective, channel, budget, and ex*****on method are already locked before the strategist enters the room, you’re not asking for expertise anymore. You’re assigning a task.

That may feel efficient, but it usually produces worse work.

A useful brief creates orientation.
A bad brief creates obedience.

The difference is whether the expert is being asked to think, or simply execute.

(Post created courtesy of Yeliza Centeio.)

06/18/2026

One of the biggest myths about AI is that it introduces problems that were not already there.

It does not.

AI amplifies existing systems, habits, and behaviors. When work is rushed, unclear, or deprioritized, AI will make that visible faster. When thinking is thoughtful and intentional, AI elevates the outcome.

We all produce sloppy work sometimes. That is human. The mistake is blaming AI for conditions we created ourselves.

AI slop is not a moral failure. It is a structural signal.

Leadership owns that signal.

06/08/2026

Jack has a story that tends to end the debate about whether exploration is worth the time.

A team spent 30 hours building a moderator’s guide for focus groups. The work was thoughtful, strategic, and technically sound.

Then, the night before the sessions, the key decision-maker changed direction.

By morning, he had shifted again.

The issue wasn’t the quality of the work. It was the sequence.

The brief had captured what he said he needed. But the right conversation hadn’t happened early enough to uncover what he actually needed.

That’s the cost of starting with documentation instead of exploration.

You can have a complete brief and still be missing the truth.

(Post created courtesy of Yeliza Centeio.)

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