Case Study Format: Before and After Improvements From 3 Iteration Rounds

Artists love before and after posts for a reason: they make progress visible.

They also do something more important. They reveal the decision process behind improvement.

This article gives you a repeatable case study format you can use as a recurring series. It also gives you a workflow for iterating your own pieces in three focused rounds.

Why Three Rounds Works

Three rounds is enough to create real change without infinite polishing.

It forces prioritization:

• Round 1 fixes the big read
• Round 2 fixes structure and lighting
• Round 3 fixes finish and focus

The Case Study Template (Copy This)

Use the same structure every time so your audience can follow and you can compare progress across posts.

Section 1: The Goal

• What is the piece?
• What is the intended mood or story beat?
• What is the success metric (readability, mood, likeness, etc)?

Section 2: The Starting Point (Round 0)

Include:

• Initial image
• One sentence on what felt wrong
• 3 bullet hypotheses (example: values too even, focal point unclear, tangents)

Section 3: Round 1 (Composition and Readability)

Focus: focal point, tangents, silhouette, value grouping at thumbnail size.

Include:

• The feedback you acted on (3 bullets)
• The changes you made (3 bullets)
• The result in one sentence

Section 4: Round 2 (Values and Structure)

Focus: light and shadow logic, plane clarity, perspective consistency.

Include:

• What improved
• What still felt off
• The single highest leverage fix you chose

Section 5: Round 3 (Edges, Color, and Polish)

Focus: edge hierarchy, saturation staging, material definition only where needed.

Include:

• What you refined
• What you simplified
• What you deliberately did not change (style anchors)

Section 6: Final Results and Lessons

Include:

• Final image
• 3 lessons that generalize to other pieces
• One practice drill you will do next

The 3 Round Iteration Workflow (For Your Own Art)

If you want to run this on a current piece, use this exact sequence:

Round 1: Fix the read

Checklist:

• Focal point clear at thumbnail
• Values grouped into 3 to 5 shapes
• Tangents removed
• Silhouette readable

Round 2: Fix structure

Checklist:

• Light direction consistent
• Core shadows organized
• Perspective system consistent
• Anatomy landmarks believable (if figures)

Round 3: Fix finish

Checklist:

• Edge hierarchy supports focus
• Color harmony unified
• Texture and detail staged
• Crop and framing intentional

Stop after round 3. Publish. Learn. Repeat.

How AI Critique Fits the Case Study Format

AI is valuable here because it can provide consistent feedback at each round.

Use it as a helper, not an author:

• Ask for diagnostic flags at each stage
• Choose one change per round
• Document what changed and what did not

Over time, your case studies become a map of your growth.

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Want to run your own 3 round case study? Upload your artwork to Coartist and request stage-specific feedback for each iteration round (readability, values, then polish).