Rivac LabsAutomated Valuation Models (Real Estate)
A property valuation that takes a week and depends on which appraiser you get is a bottleneck for any brokerage, lender, or investor moving at volume. This service builds an automated valuation model (AVM) trained on comparable sales, property characteristics, and local market signals specific to the markets you operate in, producing a defensible estimated value in seconds instead of days. It's for brokerages, lenders, and real-estate investors who need consistent, explainable valuations at a scale manual appraisal can't match — for underwriting, portfolio marking, or acquisition screening. The model comes with a documented confidence interval and the comparable data behind every estimate, so it holds up when a human needs to explain the number. The result is faster decisions without sacrificing the defensibility a lender or investor needs.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose your current valuation process, data sources, and where manual appraisal is the bottleneck.
- 2
Build a pilot model for one market or property type and back-test it against recent actual sale prices.
- 3
Review valuation accuracy and confidence intervals with your underwriting or acquisitions team before relying on it.
- 4
Launch with a human review step on any valuation that falls outside the model's confidence range.
What You Get
Deliverables from this engagement
- Trained automated valuation model for your target markets
- Back-tested accuracy report against recent comparable sales
- Confidence-interval scoring and comparable-data trail per estimate
- Valuation API integrated into your underwriting or CRM workflow
- Ongoing model recalibration as local market data updates
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Automated Valuation Models (Real Estate)Most engagements like this start as a $500–$2,500 pilot — see full pricing.