HOW ISOMETRIK AI BUILT THE INTELLIGENT HOME OS FOR MODERN HOMEOWNERS
A full-stack AI-powered HomeOS combining 3D scanning, Vision AI, and a multi-agent assistant to transform home management from guesswork into intelligence.
Homespark
Homespark is a next-generation PropTech startup building what it calls the Operating System for the Modern Home.
HomeSpark’s vision was ambitious:
Create a complete digital twin of the home, powered by AI and accessible through a conversational assistant.
When Homeownership Runs on Guesswork Instead of Intelligence
Smart devices exist but home management is still fragmented, with no single system to deliver clarity, guidance, or confidence.
Zero Visibility Into Home Assets
Most homeowners cannot identify what exists inside their homes, including model numbers, warranties, service history, or manuals. This lack of visibility leads to unnecessary repairs, premature replacements, and avoidable expenses.
Insurance Claims Without Proof
When floods, fires, or theft occur, homeowners struggle to prove what they owned and the condition of those assets before damage. Claims become slow, disputed, and severely underpaid due to missing documentation.
Reactive and Costly Maintenance
Home maintenance is handled only after something breaks. Without proactive guidance or troubleshooting intelligence, homeowners rely on expensive technician visits for issues that could often be resolved quickly.
No Real-World Intelligence for the Industry
Manufacturers and insurers lose visibility once products enter homes. Without real-world usage and failure data, product improvements and risk assessments remain reactive rather than data-driven.
Homeownership is powered by fragmented information, manual effort, and expensive mistakes — with no intelligent operating system to bring it all together.
Building the Intelligent Home OS: 3D, Vision AI & Multi-Agent Intelligence
The 3D Home Scan: A Digital Twin in 5 Minutes
Using iPhone LIDAR, users walk through their home to generate:
- •Complete 3D layout
- •Dimensions & spatial mapping
- •Thousands of images analyzed for asset detection
Isometrik AI engineered:
- •LIDAR integration
- •Real-time 3D mesh construction
- •Intelligent frame filtering for accuracy
- •Cloud + on-device hybrid processing
What takes 3–5 hours manually is now done in less than 5 minutes.
Sparky: The Multi-Agent Home Assistant
A conversational AI companion designed specifically for home management.
Core Capabilities:
- •Troubleshooting & diagnostics
- •OEM data & parts lookup
- •Documents & insurance
Live Resolution:
- •Model-aware error detection
- •Safety-first repair guidance
Outcome:
- •Fewer technician calls
- •Lower repair costs
Maintenance Intelligence
The platform automatically:
- •Predicts upcoming maintenance
- •Creates a task schedule
- •Sends proactive reminders
- •Tracks full maintenance history
- •Prevents failures before they occur
Result: Homeowners extend appliance life by 3–5 years.
Dual-Layer Vision AI for Accurate Asset Detection
A hybrid approach ensures accuracy + privacy:
On-Device (MobileCLIP)
- •Real-time object detection
- •Zero data uploaded during scanning
- •Battery-efficient
Cloud Layer
- •Custom-trained Vision AI models on 100,000+ products
- •Brand, model, serial extraction
- •Warranty inference
- •OEM manual matching
Accuracy improved from 87% to 97% within 3 months through continuous learning.
Hybrid Mobile Architecture (Flutter + Swift)
Isometrik AI built a hybrid stack to support
- •Native LIDAR (Swift)
- •Cross-platform UI (Flutter)
- •Vision AI integrations
- •Multi-LLM processing
This enabled rapid development without sacrificing native performance.
All capabilities run on one private AI architecture — fully owned by HomeSpark.
Insurance-Ready Documentation
HomeSpark automatically:
- •Generates pre-damage documentation
- •Provides timestamped inventory
- •Organizes receipts, manuals, scans
- •Shares secure 3D property views with adjusters
Claims that used to take months are resolved in days.
OEM Intelligence Platform
Anonymized insights show manufacturers:
- •Failure patterns
- •Geographic trends
- •Problematic components
- •Warranty claim gaps
- •Product lifecycle performance
This creates a new B2B revenue channel for HomeSpark.
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Built on Modern, Scalable Architecture
AI, backend, frontend, and security layers powering the platform.
Results & Impact
Measurable outcomes that transformed the business and exceeded all expectations.
Monthly Engagement Increase
High adoption of Sparky and repeat usage
Reduction in Preventable Maintenance
Lower service costs and fewer breakdowns
Insurance Claims Resolution
3D scans and asset proof accelerated settlements
Isometrik AI helped us create a new category, not just a product. They transformed complex Vision AI and 3D scanning into a production-ready Home OS that delivers real value across homeowners, insurers, and OEMs with full IP ownership from day one.
Founder, HomeSpark
Why This Succeeded
Problem-first engineering rooted in real homeowner pain
Reinforced learning improved Vision AI accuracy over time
Full-stack expertise across Vision AI, 3D, mobile, and agents
Multi-stakeholder value for homeowners, OEMs, and insurers
Hybrid architecture balancing performance and speed
Rapid delivery of a production-grade platform in 4 months
HomeSpark shows what happens when home management is rebuilt with intelligence at its core.
Home management becomes proactive, transparent, and data-driven.
This wasn’t smart devices layered onto old workflows this was a home platform built around Vision, data, and automation.
Homeowners Save Money
Proactive maintenance and asset visibility reduce repairs and service calls.
OEMs Gain Insight
Real-world usage and lifecycle data drive better product and warranty decisions.
Insurers Gain Clarity
Verified inventories and 3D scans enable faster, dispute-free claims.
HomeSpark doesn’t just manage homes. It runs them on intelligence.
Frequently Asked Questions
Common questions about the HomeSpark transformation
Ready to Transform Your Platform?
Get a custom AI solution that you own — built for your business.