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.

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.

2. Transparent Project Tracking

Versioned design repository: All design iterations and updates were stored in a single repository, giving stakeholders a reliable record of changes without relying on past conversations.

Room-level version history access: Design versions could be reviewed at the level of individual rooms, allowing users to track how a specific space evolved without scanning the entire project.

Homeowners couldn't tell if their feedback had been acted on or ignored. Versioning made change visible so stakeholders could trust the process without needing to be told it was moving forward.

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.

Results

58% ↑

Fewer follow-up messages as visible states replaced check-ins

2.1x ↑

Faster design approvals with clear ownership at each stage

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.