CEO
Andrew Ross
- Underwrote $2.5B+ in multifamily debt at Newmark
- 12+ months of dedicated AI research and product building
- B.S. Real Estate Development, USC
- Caruso · CBRE · HayMax Capital · AvantStay
Applied AI × Commercial Real Estate
RE\SPRING
We make real estate markets faster.
01 The Thesis
Markets move at the speed of their slowest workflow.
RE\SPRING is an applied-AI company for commercial real estate. We combine institutional deal experience with frontier AI engineering to automate workflows, sharpen decisions, and accelerate transactions across the entire real-estate lifecycle.
We make real estate companies and markets faster through automation.
Headquartered in Los Angeles, California.
02 Applied AI
AI built for the deal, not the demo.
Applied AI means building systems for specific, real-world tasks within a domain — not one more general tool your team has to learn.
Our agents leverage tailored knowledge bases, work through tasks sequentially, and reason deeply about your objectives to deliver immediate business value.
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Domain-Specific Agents
Trained on real-estate workflows, terminology, and deal structures.
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Bespoke Solutions
Tailored to how your firm operates — not one-size-fits-all software.
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Institutional Knowledge
Your firm's best practices embedded into AI systems.
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Production-Ready
Enterprise reliability, security, and scale.
03 Services
Custom automation for CRE.
- 01 AI Strategy & Consulting Assess your operations and identify the highest-impact automation opportunities.
- 02 Custom AI Agents Intelligent agents for underwriting, due diligence, market research, and reporting.
- 03 Workflow Automation Streamline deal execution, portfolio management, and brokerage operations.
- 04 System Integration Connect AI with your existing CRMs, databases, and legacy systems.
- 05 Ongoing Optimization Continuous improvement based on live performance data and evolving needs.
Brokerage · Capital Markets · Acquisitions · Asset Management · Development
04 The Platform
The AI business-development engine for brokerages.
RE\SPRING Platform automates lead generation, company and property research, and outreach for CRE brokerage teams.
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Company + People Search
Find decision-makers with AI-powered filtering and enrichment.
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Suggested Leads
Recommendations built from your ideal client profile and deal history.
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Connection Mapping
See network paths to prospects and warm introductions.
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AI Email Outreach
Personalized drafting and sequencing that learns your voice.
Real-estate integrations · ML-powered analytics · 99.9% uptime SLA
05 CRE AI & Data
The intelligence layer for real estate.
We develop proprietary AI-optimized datasets engineered for commercial real-estate agents.
Real Data
Curated from public records, market transactions, and industry sources.
Synthetic Data
Generated datasets that extend agents across disparate data points.
Domain Training
Models fine-tuned on CRE fundamentals and deal structures.
Continuous Learning
Systems that improve with every interaction and transaction.
06 Leadership
Institutional real estate. Frontier engineering.
The rare combination of institutional real-estate finance experience and cutting-edge AI engineering under one roof.
- $2.5B+
- Multifamily debt underwritten
- 1.2M+
- AI agent runs in production
- 10B+
- Tokens processed
- 99.9%
- Uptime SLA
CTO
Samuel Troyer
- Shipped RL environments for AI research labs
- Built and exited a payments company at 17
- Engineered AI agents with 1.2M+ runs and 10B+ tokens processed
- Full-stack AI: foundational models to production deployment