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Real Estate 6 months

PropTech Valuation Platform for NexaRealty

Built an AI property valuation platform processing 500,000+ properties monthly with 96% accuracy within 5% of sale price.

Machine Learning Custom Software Development Data Analytics & BI
Verified Results NDA Signed US-Based PM Fixed Price
96%
Valuation Accuracy
500K+
Properties/Month
-95%
CMA Time
-80%
Agent Variance
96%
Valuation Accuracy
500K+
Properties/Month
-95%
CMA Time
-80%
Agent Variance

The Challenge

NexaRealty agents were producing manual CMAs that took 3+ hours each and relied heavily on subjective judgment. Valuation variance between agents on identical properties exceeded 15%, causing deals to fall apart and client trust to erode.

Our Solution

We built an AVM platform trained on 5M+ historical transactions, integrating MLS data, tax records, satellite imagery features, and local market indicators. The system generates valuations in under 30 seconds with confidence intervals and comparable selection transparency.

Our Approach

We trained gradient boosting models on geographic micro-markets, with separate models for property types. An LLM layer generates the narrative explanation of valuation factors. Agents review AI output and can override with documented justification.

"

Our agents now produce CMAs in 5 minutes instead of 3 hours, and the accuracy has improved dramatically. TechVerse delivered exactly what they promised on time and budget.

S
Susan Lee
CEO, NexaRealty

Project Details

ClientNexaRealty
IndustryReal Estate
Timeline6 months
Team Size7
ROI380

Technologies Used

Python Django React PostgreSQL AWS SageMaker XGBoost OpenAI MLS RETS API Redis Celery
3 slots open · AI-first development

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  • US-based PM on your project
  • NDA signed before we talk
  • 48h kickoff after contract
  • Fixed price — no overruns
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Your US competitors are already using AI.

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  • US-based project manager from day 1
  • Fixed-price — no scope creep surprises
  • NDA signed before we discuss your idea
  • 48-hour kickoff after contract
150+
Projects Delivered
80+
Happy Clients
98%
Satisfaction Rate
48h
Average Kickoff