Explore Before Analysis

Explore Before Analysis

Explore is a fast scoping mode for shaping a better question before running a full analysis.

Use it when you know the business problem, but you are not yet sure which source, grain, timeframe, metric, or product language DashboardGenius should use.

Explore vs Analyze

Use Explore when:

• the question is broad or still forming
• you are not sure which connected source is best
• a business term may map to several fields, products, customers, or reports
• you want DashboardGenius to suggest a sharper full-analysis prompt
• you need quick source awareness before spending time on a deep answer

Use Analyze when:

• the metric, timeframe, and scope are already clear
• you need a decision-ready answer
• you want DashboardGenius to query live data and synthesize the result
• you are ready for charts, exports, sharing, or scheduled follow-up

Explore is not a lighter final-answer mode. It is an intake and scoping step that helps the full analysis start in the right place.

What Explore Produces

An Explore response can include:

• likely source or source-family fit
• quick findings about available context
• clarification questions
• suggested follow-up questions
• an Analysis Brief
• a generated prompt for the deeper Run Analysis step

The Analysis Brief is the main handoff. It summarizes the intended goal, likely source, target grain, timeframe, filters, assumptions, and open caveats so the next analysis is more focused.

When Explore Helps Most

Explore is strongest for questions like:

• "I want to understand why margin is down."
• "Can we look at inventory risk for club-store orders?"
• "Which source should I use for this weekly production review?"
• "I want to analyze a product family, but I am not sure what it is called in the data."
• "What is the best way to compare demand, schedule, and inventory for next week?"

These questions often need scope clarification before the final analysis can be trusted.

How to Use Explore

1. Switch the chat mode to Explore.
2. Describe the operating problem in plain language.
3. Answer any clarification question if DashboardGenius asks one.
4. Review the Analysis Brief when it appears.
5. Click Run Analysis when the brief matches what you want.

The deeper analysis runs in the same conversation, so the scoping work stays attached to the final answer.

Good Explore Prompts

Useful Explore prompts sound like analyst intake:

• "Explore the best way to analyze late orders by product family."
• "Help me scope a question about production versus demand for next week's schedule."
• "Which connected source should answer customer-margin questions?"
• "I need to understand inventory risk, but I am not sure whether to start with orders, inventory, or schedule."

You do not need the perfect prompt. The point is to get to the right prompt faster.

What Not to Use Explore For

Use Analyze directly instead of Explore when you already know the exact question:

• "Show downtime by line yesterday."
• "Trend reject rate by product family for the last 30 days."
• "Create a bar chart of output by shift last week."

Explore may still help if those results look wrong or too broad, but a clear question can usually go straight to Analyze.

Team Habits

Teams get the most value from Explore when they use it before expensive or ambiguous work:

• new data source rollouts
• first-time questions from a new user
• cross-source workflows
• product, customer, or SKU terminology questions
• recurring meeting prompts that need to become standardized

Once a strong prompt emerges, save it as a team pattern, widget input, or scheduled-report question where appropriate.

Common Mistakes

Treating Explore as the final answer

Explore helps shape the question. Run Analysis when the team needs the actual operational answer.

Ignoring the Analysis Brief

Read the brief before launching. If the source, timeframe, or grain is wrong, correct it while still in Explore.

Asking a huge question with no business goal

Even in Explore, state the operating decision you are trying to support. "Help me scope next week's shortage risk review" is more useful than "look at inventory."

Next Guide

Continue with How to Ask Better Questions in DashboardGenius.