Predict & Prevent Asset Failure Before It Happens
RAKE ML helps owners and asset managers act earlier by translating geospatial imagery, weather data, and advanced AI into clear building condition signals. Before acquisitions close, insurance binds, or assets fail.
No commitment required · 30-minute walkthrough · Actionable insights
Decision Support When It Matters Most
RAKE ML is built for moments when action matters: before capital is committed, before coverage is bound, before assets deteriorate. We turn complex physical signals into clear next steps for transactions, risk, and ongoing asset decisions.
Pre-Close Due Diligence
Identify roof and envelope risk before acquisition to support pricing, credits, and timing.
Outcome: Cleaner closes, fewer surprises.
Insurance & Risk Support
Provide objective condition evidence to support underwriting and renewals.
Outcome: Faster placement, reduced friction.
Capital Planning & Asset Management
Translate condition signals into repair and replacement timing.
Outcome: Planned spend, fewer emergencies.
Portfolio Monitoring
Track condition changes across portfolios to detect deterioration early.
Outcome: Proactive management at scale.
Who Uses RAKE ML
Built for the teams making real decisions about real assets.
Owners & Asset Managers
Make buy, repair, hold, and exit decisions with objective condition clarity, not assumptions.
Property & Portfolio Management
See issues earlier, prioritize action, and justify capital decisions with evidence.
Insurance & Risk Teams
Use consistent, asset-level condition signals to support underwriting and renewal decisions.
How It Works
From raw signals to clear decisions in three steps.
Observe
Geospatial imagery and weather patterns reveal exposure and wear across your portfolio.
Analyze
Advanced AI detects degradation patterns and failure trajectories before they become crises.
Act
Clear condition signals support timing, capital, and risk decisions your team can defend.
Why RAKE ML
No noise. No dashboards for dashboards' sake. Just clear signals that support real decisions.
Built for Transactions & Operations
Every output maps to a decision point: acquisitions, renewals, capital allocation, or portfolio review.
Designed for Portfolio Scale
Monitor hundreds of assets continuously, not one building at a time. Spot patterns across your entire portfolio.
Outputs You Can Act On & Defend
Condition signals backed by data your team can trace, present to stakeholders, and use in negotiations.
Frequently Asked Questions
What data does RAKE ML use?
We analyze geospatial imagery (satellite and aerial), historical weather data, and publicly available building records. No on-site inspection is required for preliminary assessments.
How accurate are the condition signals?
Our models are trained on large-scale datasets correlating imagery patterns with verified building conditions. Accuracy depends on property type and available data, which we discuss during your initial consultation.
How quickly can I get a report?
Preliminary condition signals can be generated in minutes for individual properties. Portfolio-level assessments depend on scope and are typically delivered within days, not weeks.
Does RAKE ML replace physical inspections?
RAKE ML complements, not replaces, physical due diligence. Our signals help teams prioritize which assets need closer attention, saving time and cost on routine assessments.
What property types are supported?
We focus on commercial real estate: office buildings, industrial facilities, multifamily properties, and retail. We're expanding coverage based on client needs.
How does pricing work?
Pricing is based on portfolio size and frequency of analysis. We offer both per-report and subscription models. Request an asset report or schedule a walkthrough to discuss options.
Is my data secure?
Yes. We take data security seriously. Property data is encrypted in transit and at rest. We don't share client data with third parties. Details are covered in our data handling agreement.
Let's Talk About Your Assets
Tell us a bit about yourself and we'll be in touch within one business day.
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Our team will follow up within one business day.
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