CASE STUDIES

Handsoff:
A lightweight system for self-managed buildings

Handsoff:
A lightweight system for self-managed buildings

Handsoff:
A lightweight system for self-managed buildings

Handsoff turns the chaos of self-management into a guided, role-aware flow, filtering what needs attention, clarifying what happens next, and involving the right people at the right time.

Handsoff turns the chaos of self-management into a guided, role-aware flow, filtering what needs attention, clarifying what happens next, and involving the right people at the right time.

CONTEXT

Independent 0→1 Product

Independent 0→1 Product

ROLE

Sole Founder & Product Designer

Sole Founder & Product Designer

SCOPE

Product strategy, research, systems design, UX/UI, prototyping

Product strategy, research, systems design, UX/UI, prototyping

TIMELINE

Apr 2026–Present · Validated Prototype

Apr 2026–Present · Validated Prototype

Overview


Problem The Self-Management Gap

Problem
The Self-Management Gap

Small residential buildings fall into a management gap: too few units to spread the cost of professional management, yet too complex to run informally.

Solution A Lightweight Triage & Delegation Layer

Solution
A Lightweight Triage & Delegation Layer

A lightweight system that shifts the burden of tracking, coordinating, and following up from homeowners to the product, while keeping everyone informed and in control when their input matters.

Product Principles

Layered Visibility
Layered Visibility
AI Guidance, Human Control
AI Guidance, Human Control
Role-Aware Coordination
Role-Aware Coordination

Early Validation Through 3 Rounds of User Testing

Early Validation
Through 3 Rounds of User Testing

6/6

6/6

Correctly identified what needed their attention
Correctly identified what needed their attention

1

1

Pilot building ready for next-stage testing
Pilot building ready for next-stage testing

500k+

500k+

NYC homes sit in 5–19-unit buildings
NYC homes sit in 5–19-unit buildings

Context

Product origin
Living the Pain of Self-Management
Living in a six-unit Brooklyn building for four years, I’ve experienced both the chaos of self-management and the high cost of professional management that still fell short. It made me wonder: why does running a small building have to feel this hard?

Living in a six-unit Brooklyn building for four years, I’ve experienced both the chaos of self-management and the high cost of professional management that still fell short. It made me wonder: why does running a small building have to feel this hard?

Zooming Out
Wait, Is This Just My Building?
Apparently not. More than 500K NYC homes sit in 5–19-unit buildings, and about 60% are self-managed. I found thread after thread of owners wrestling with the same thing: how do we manage all of this without letting it take over our lives?

Apparently not. More than 500K NYC homes sit in 5–19-unit buildings, and about 60% are self-managed. I found thread after thread of owners wrestling with the same thing: how do we manage all of this without letting it take over our lives?

the problem

Too Complex to Run Informally, Yet
Too Small to Justify Full-Service Management

In 4–16 unit buildings, homeowners often self-manage because professional management costs are hard to spread across so few units. With no trained or paid manager, the work becomes an ongoing burden, creating mental load, financial risk, physical neglect, and neighbor friction.

In 4–16 unit buildings, homeowners often self-manage because professional management costs are hard to spread across so few units. With no trained or paid manager, the work becomes an ongoing burden, creating mental load, financial risk, physical neglect, and neighbor friction.

Research

Research Synthesis 3 questions kept surfacing when building work came up

Research Synthesis
3 questions kept surfacing when building work came up

01 Prioritize
Do I need to care now?
02 Route
Is this mine to act on?
03 Carry forward
What happens next?

Key Insights Signals that shaped product direction

Key Insights
Signals that shaped product direction

insight 1
More information ≠ More visibility
The problem wasn't access to information. It was knowing what deserved attention.

The problem wasn't access to information. It was knowing what deserved attention.

Product direction
Attention-first triage
insight 2
Not everyone needs to be equally involved
Healthy self-management doesn't require equal participation. It requires the right people to have the right level of involvement at the right time.

Healthy self-management doesn't require equal participation. It requires the right people to have the right level of involvement at the right time.

Product direction
Role-aware coordination
insight 3
Coordination cannot depend on people remembering.
Building work is scattered across texts, emails, spreadsheets, and memory. In busy lives, no one has the bandwidth to continuously track what’s pending and make sure it gets resolved.

Building work is scattered across texts, emails, spreadsheets, and memory. In busy lives, no one has the bandwidth to continuously track what’s pending and make sure it gets resolved.

Product direction
System-led follow-through
Oppotunity

The opportunity wasn’t to make residents better building managers. It was to reduce the management burden and help them prioritize what matters.

The opportunity wasn’t to make residents better building managers. It was to reduce the management burden and help them prioritize what matters.

Solution

A lightweight coordination layer that prioritizes attention, routes responsibility, and guides each issue from report to resolution.

A lightweight coordination layer that prioritizes attention, routes responsibility, and guides each issue from report to resolution.

solution pillars
01 / Filter the noise
02 / Involve the right people
03 / Keep things moving
01 / Filter the noise
02 / Involve the right people
03 / Keep things moving
BUILT AROUND THREE QUESTIONS
01 / Do I need to care now?
02 / Is it mine to act on?
03 / What happens next?
01 / Do I need to care now?
02 / Is it mine to act on?
03 / What happens next?
SYSTEM MODEL
How Handsoff handles information

How Handsoff handles information
Design Decision 1/3
Organize around attention, not just information
Handsoff adds a triage layer between building activity and the resident. Instead of asking people to interpret every update themselves, the system sorts work into three attention states:
Action Required, Pending, and Closed.

Handsoff adds a triage layer between building activity and the resident. Instead of asking people to interpret every update themselves, the system sorts work into three attention states:
Action Required, Pending, and Closed.

  • What it enables
At a glance, users understand what needs their attention.
  • why this direction
Making priorities visible at a glance
Design Decision 2/3
Accept messy input first, add structure later
Testing shows that people describe building issues in messy, everyday language. Instead of forcing them to classify the problem upfront, Handsoff interprets the input, adds structure, and asks for confirmation.

Testing shows that people describe building issues in messy, everyday language. Instead of forcing them to classify the problem upfront, Handsoff interprets the input, adds structure, and asks for confirmation.

  • what it enables
Capture → Interpret → Confirm

Users can report what they notice, even when they don’t yet know what’s going on.
  • why this direction
How much structure should come first?
Design Decision 3/3
Reduce human decisions to the moments that matter
Handsoff removes unnecessary decision points from the resident journey. The system handles routine coordination in between, bringing people back only when their input, approval, or judgment is truly needed.

Handsoff removes unnecessary decision points from the resident journey. The system handles routine coordination in between, bringing people back only when their input, approval, or judgment is truly needed.

  • How It Works
Hero Flow: Gas Inspections

12+

steps

3

User Inputs

action required
01: Review quote
When a quote exceeds the preset budget, Handsoff brings it to residents for review and approval before moving forward.
action required
02: Confirm availability
Once the vendor provides available time slots, residents confirm what works. Handsoff coordinates the schedule and communicates any access requirements.
In progress · NO ACTION NEEDED
03: Stay informed
After the inspection, Handsoff tracks the vendor's filing. Residents can check progress at any time, but don't need to manage the next steps.
CLOSED · NO ACTION NEEDED
04: Closed and recorded
Once the filing is confirmed, Handsoff closes the issue and preserves its history for future reference. No additional resident action is needed.

Validation

validation 1
Single FAB entry → Dual entry
Testing showed that one visible button wasn't enough. I introduced two entry points to support casual sharing and intentional reporting.
validation 2
Reveal group votes after the decision
Residents wanted visibility into others' votes, but seeing the tally beforehand could influence their choice. I moved the results to the post-vote state.

Visual Design

Calm by Design
Handsoff isn’t designed to turn residents into professional building managers. It creates a lightweight, mobile-first way to stay on top of building governance. The visual system is clear, calm, and intentional, making priorities visible at a glance so users know where to focus without having to search for it.

What's Next

Envisioning the next phase: testing Handsoff in a live building

01 pilot
Pilot the MVP in a real building.
Run a live beta in a 6-unit Brooklyn condo to pressure-test the end-to-end coordination model in a real-world environment.
02 Expand
Expand the vendor-side workflow
Define the vendor experience for quotes, scheduling, updates, and issue completion.
03 Measure
Measure the coordination burden
Track manual follow-ups, resident interventions, and resolution times to identify friction and refine the system.

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