Strategic AI Sovereignty.
Empowering real estate brokerages with local, open-weight AI. Secure client data, eliminate recurring API costs, and automate complex TREC compliance through localized Hermes Agents.
The Logic of Local Inference
Data privacy is the cornerstone of the real estate industry. Cloud-based LLMs expose sensitive property details and client financial profiles to third-party servers. Local deployment ensures prompts never leave your office network, providing absolute data sovereignty.
CapEx vs. OpEx
Replace $2,400+ annual API subscriptions with a one-time hardware investment that breaks even in 12-18 months.
Unrestricted Scale
Process 100,000+ token context windows for massive contract portfolios without throttling or rate limits.
Model Capacity & VRAM Requirements
Quantized Q4_K_M Precision Models
The Hardware Architect
Determine the engine size required for your brokerage’s operational complexity.
Budget Minimum
7B – 8B Models
Ideal for single document summaries and basic correspondence drafting.
Operational Standard
32B – 35B Models
Complex RAG and deep contract analysis. The “Sweet Spot” for brokerages.
Enterprise Class
70B+ Models
Multi-agent orchestration and vast market data synthesis.
Standard Config: NVIDIA RTX 3090
The 24GB GDDR6X VRAM threshold allows for 32B class models like Qwen 2.5 32B. These models offer a fluid conversational experience for complex property histories.
Autonomous Workflows
How the Hermes Agent translates hardware into revenue protection.
Local RAG Analytics
Integrate MLS data into a local vector database (ChromaDB). This allows agents to query hyper-local market trends via Telegram without exposing client lists to third-party AI providers.
// Agent Query via Telegram
“Summarize price trends in Sienna Village for homes with pools zoned to Leonetti Elementary.”
- ✓ Instant Synthesis: Pulls from 5 years of historical HAR data.
- ✓ Zero Latency: Local GPU processes queries in under 5 seconds.
Automated Compliance Officer
Autonomous timeline management for Texas Real Estate Commission contracts.
Effective Date Ingestion
Agent scans PDF to Hermes Mobile Gateway.
Escrow Deadline Audit
Statutory 3-day window for Earnest Money + Option Fee.
Option Period Termination
Final hour of the unrestricted right to terminate.
Organizational Adaptation
The ADKAR framework for real estate AI training.
Step 1: Awareness
Demonstrating tangible relief for the agent’s most acute pain points: frantic data searches and late-night contract drafting. Focus on showing, not just telling.
Consultant Task
- • Conduct “Day in the Life” friction audit.
- • Shadow agent during MLS property searches.
- • Demonstrate Telegram/Hermes mobile bridge live.
