
Problem
During interior design projects, homeowners and designers struggled to understand project progress and feedback status after design reviews.
Impact
Stakeholders made coordination decisions based on assumptions with no reliable signal of what had happened or what needed to happen next.
Executive Summary
Interior design projects run on trust. When homeowners and designers cannot see whether work is moving, that trust breaks down. This project fixed the visibility gap.
Discovery
This project focused on reducing coordination breakdown during multi-stage design reviews.
Interior design projects involve multiple review cycles between homeowners and designers, but the platform lacked clear signals indicating project progress and feedback status.
Each cycle includes feedback, revisions, and approvals across several design iterations.
However, the platform did not provide reliable signals indicating:
• whether feedback had been addressed
• who needed to act next
• whether a design version had progressed to the next stage
As a result, collaboration depended heavily on manual coordination.

Key Product Decisions
Decision 1
Progressive decision steps vs open-ended generation
Why
Users relied on manual follow-ups to understand whether feedback had been addressed or work had progressed.
Decision
Introduce structured review states that clearly indicate feedback status and ownership.
Trade-off
Added process overhead for designers and homeowners who previously communicated informally.
Decision 2
User control vs full AI automation
Why
Users needed to confirm whether their feedback had been incorporated in the latest design iteration.
Decision
Expose versioned project history and iteration tracking within the workflow.
Trade-off
Increased interface density for users managing simpler or shorter review cycles.
Design Direction
1. Structured Collaboration & Progress Visibility
Shared status timeline: Each design moved through clearly defined review states, making feedback status and ownership visible without manual follow-ups.
Structured feedback & annotations: Feedback was captured directly on designs, ensuring comments were traceable and reducing ambiguity during review cycles.
When progress had no visible form, stakeholders filled the gap with assumptions. A timeline gave the review cycle a shape everyone could read without asking.


Outcomes
Behavior Change
Explicit review states were designed to reduce clarification messages during review cycles.
Version tracking was designed to eliminate backtracking between design iterations.
Workflow Gains
Structured states were designed to accelerate alignment between designers and homeowners.
Defined ownership at each stage was designed to reduce manual coordination after reviews.
User Confidence
Visible progress signals were designed so stakeholders could move forward without repeated reassurance.
Reflections
This project reinforced that collaboration problems are rarely communication problems.
They are visibility problems.
How I would approach this differently today
What Changed In My Thinking
The turning point in this project was identifying that the problem was visibility, not communication. That distinction took time to surface through manual synthesis across multiple stakeholder observations.
What I Observed
Revisiting this with NotebookLM, the same framing emerged immediately, with patterns clustered across uncertainty, invisible progress, and ambiguity of responsibility.
What This Means Going Forward
Getting to a clear hypothesis faster means less time in the wrong solution space.