Real Estate & Construction
Property valuation models, lead scoring, and project-cost forecasting for real estate and construction firms.
A property priced 5% wrong sits on the market for months or sells for less than it should; a construction project that's 10% over budget by month three is usually far more over by completion. Both problems are visible early in the data, if anyone's watching it in real time.
How We Solve It
Pricing a property or a project wrong is expensive in both directions. We build valuation models, lead scoring, and budget forecasting systems for real estate and construction firms — grounded in your actual comps, contracts, and project data, not generic market averages.
What We Build
Automated Valuation
Property pricing grounded in real comparables, updated continuously.
Lead Scoring
Ranks buyer and tenant leads by actual likelihood to close.
Budget Forecasting
Flags construction projects trending toward overrun early, not at close-out.
Portfolio Reporting
Performance and risk visibility across your full property portfolio.
How We Deploy It
Discover
We study your workflows, data, and systems to find where AI creates real leverage.
Design
We architect the models, agents, and integrations around your existing stack.
Deploy
The system ships into your environment — on-premises, cloud, or hybrid.
Operate
We monitor, retrain, and scale the solution as your business evolves.
See It In Action
Here's your Quarterly Portfolio Review across 128 active listings and 14 construction projects:
| Project | Budget | Spent | Variance | Status |
|---|---|---|---|---|
| Harbor View Residences | $8.2M | $7.9M | +2% | On Track |
| Cedar Business Park | $14.5M | $15.9M | +9.7% | Over Budget |
| Meridian Office Tower | $22M | $21.4M | -2.7% | On Track |
Common Questions
How long does implementation take?
Valuation and lead-scoring models are typically live in 4-6 weeks once we have access to your listing and transaction data.
Does this work with our CRM/property management software?
Yes, we integrate with your existing CRM, MLS feeds, and project management tools.
How current are the comparables used for valuation?
Models are refreshed continuously against live market data, not a quarterly snapshot.
Want this built for your Real Estate operation?
Tell us about your workflows and we'll scope a tailored AI solution.