About Us

The Science of SKAN

Science Backed.

Informed Decisions.

SKAN isn’t just another home app. It’s a science-backed system that transforms raw inspection data into structured, intelligent records. By combining advanced data modeling, computer vision, and AI-driven condition analysis, SKAN delivers a living health file for your home—updated in real time, optimized for action.

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What Powers the SKAN Platform?

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Science in Service of Smarter Living.

Predict. Prevent. Protect.

How AI + Data Science Transform Home Care

Your Home Deserves More Than Guesswork

SKAN uses computer vision, historical mapping, and AI modeling to detect patterns and flag risks—long before they become repairs.

Prevention Powered by Insight

From identifying siding fatigue to catching early signs of wood rot, our system translates data into recommended action steps—customized for your property.

Try AI-Powered Home Health First

Smarter Care. Backed by Building Science.

Science-Backed

Home Health

Data Meets Durability

Homes age, but how they age is measurable. Every missed repair compounds—leading to structural damage, moisture intrusion, and rising costs.

Prevent > Repair

Studies show that proactive maintenance can reduce major home repair costs by up to 50%. SKAN turns scattered inputs into a unified model of home health.

Future-Proof Your Home

Key Indicators

Science

& Validation

While SKAN is still in its early growth phase, our foundation is built on peer-reviewed science and industry-proven methods—the kind of validation that matters most for a data-first PropTech platform.

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Backed by Building Science

SKAN’s inspection and analytics framework is rooted in ASHRAE, ASTM, and ICC building performance standards.

Aligned with Industry Research

Our predictive models draw from decades of data on material degradation, moisture intrusion, and structural load performance.

Pilot Program Insights

Early field deployments have validated our approach with measurable accuracy in detecting maintenance risks before costly failures occur.

Cross-Disciplinary Advisory Input

Guidance from experts in civil engineering, computer vision, and property valuation ensures our algorithms are both scientifically sound and commercially relevant.

Scientific Foundations

Advancing Accuracy

& Insight

Every decision starts with the right data. By uniting standardized condition models, computer vision, and historical mapping, we deliver a precise, time-stamped picture of your property’s health. Paired with environmental context and predictive analytics, our science-backed approach transforms scattered information into clear, confident guidance—so you can act with certainty and stay ahead of the elements.

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Unlock My Home’s Data

Standardized Condition Data Model

Data Schema

Turns photos, notes, and findings into a consistent, comparable property record across scans and properties.

Standardized Condition Data Model

Data Schema

Turns photos, notes, and findings into a consistent, comparable property record across scans and properties.

Standardized Condition Data Model

Data Schema

Turns photos, notes, and findings into a consistent, comparable property record across scans and properties.

Standardized Condition Data Model

Data Schema

Turns photos, notes, and findings into a consistent, comparable property record across scans and properties.

Computer Vision Tagging + Zone Mapping

Classification

Labels materials, locations, and visible issues to reduce subjectivity and make records searchable.

Computer Vision Tagging + Zone Mapping

Classification

Labels materials, locations, and visible issues to reduce subjectivity and make records searchable.

Historical Data Mapping Pipeline

Time-Series Alignment

Aligns prior inspections, photos, and invoices to the current baseline to build a time-stamped condition history.

Historical Data Mapping Pipeline

Time-Series Alignment

Aligns prior inspections, photos, and invoices to the current baseline to build a time-stamped condition history.

Environmental Exposure Index

Context Modeling

Weights risk using regional factors (e.g., sun/UV, precipitation, coastal exposure) to adjust likelihood and urgency.

Environmental Exposure Index

Context Modeling

Weights risk using regional factors (e.g., sun/UV, precipitation, coastal exposure) to adjust likelihood and urgency.

Predictive Maintenance Models

Forecasting

Uses degradation curves and observed change to estimate when attention is needed and recommend next-best actions.

Predictive Maintenance Models

PRO

Forecasting

Uses degradation curves and observed change to estimate when attention is needed and recommend next-best actions.

Predictive Maintenance Models

PRO

Forecasting

Uses degradation curves and observed change to estimate when attention is needed and recommend next-best actions.

Predictive Maintenance Models

PRO

Forecasting

Uses degradation curves and observed change to estimate when attention is needed and recommend next-best actions.

Confidence & Explainability Layer

Quality Assurance

Adds confidence scores and human-readable rationales per finding to support decisions and reduce bias.

Confidence & Explainability Layer

Quality Assurance

Adds confidence scores and human-readable rationales per finding to support decisions and reduce bias.

Team Members

Meet the Team Making

Things Happen Every Day

SKAN is led by a multidisciplinary team of innovators, technologists, and industry veterans who combine deep expertise in PropTech, AI, and building science with a shared mission to transform how property health is measured, maintained, and monetized.

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Be Apart of What's Next

Steven Rogall

Founder, CEO

Steven Rogall

Founder, CEO

Milan Markovic

AI/ML Specialist

Milan Markovic

AI/ML Specialist

Randy Fields

Senior Tech Advisor

Randy Fields

Senior Tech Advisor

Sinisa Cebic

Product Manager

Sinisa Cebic

Product Manager

Matt Gardner

Web Development Expert

Matt Gardner

Web Development Expert

How We Work?

Frequently

Asked Questions

Have questions? Our FAQ section has you covered with quick answers to the most common inquiries.

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What is the scientific foundation behind SKAN?

How does SKAN measure “home health”?

What makes SKAN’s approach different from traditional inspections?

How accurate are SKAN’s predictions?

Can SKAN work across different home types and regions?

How does SKAN integrate into ongoing property management?

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Turn Science

Into Action

Every SKAN, every data point, every insight—built to protect your home from the elements and time itself. Your property’s story is already written in the science. The question is: will you act now to change the ending?

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Each Project, Our

Design is Great.

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