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Cortex AI Platform

The industry-specific AI platform for real estate lending and investment.

About Cortex​

Cortex AI Platform lets you build AI-powered real estate applications with industry-trained agents, domain-specific embedding models, and lending-optimized workflows.

Unlike general-purpose AI platforms, Cortex is purpose-built for real estate finance — trained on millions of loan transactions, lender requirements, and deal structures.

Platform Capabilities​

AI Agents​

Pre-trained agents specialized for real estate workflows:

  • Intake processing and data extraction
  • Lender matching and underwriting
  • Document analysis and verification
  • Client communication and engagement

Embedding Models​

Domain-specific models trained on real estate data:

  • Loan document understanding
  • Property valuation context
  • Lender buy-box matching
  • Compliance and regulatory text

Serverless Inference​

Deploy AI capabilities without infrastructure:

  • Pay-per-request pricing
  • Auto-scaling
  • Low-latency responses
  • 99.9% uptime SLA

Available Agents​

Cortex provides fully-managed AI agents with specialized capabilities:

AgentSpecialtyUse Case
MClient EngagementBorrower-facing chat, lead qualification, rate quotes
Crella AssistIntake ProcessingDocument extraction, data normalization, validation
KathyUnderwritingRisk analysis, deal structuring, lender matching
QuinnStrategy & ReasoningComplex decisions, edge cases, compliance review
JELLAGeneral AssistantFAQ, navigation, basic queries

Agent Capabilities​

Input → Cortex Agent → Intelligent Output

"I need a fix-and-flip loan"     → [M]             → Qualified lead + rate options
Uploaded bank statement          → [Crella Assist] → Extracted financial data
Complete loan package            → [Kathy]         → Matched lenders + risk score
Complex deal structure           → [Quinn]         → Strategic recommendation

Embedding Models​

Available Models​

ModelPurposeDimensions
cortex-loan-embed-v1Loan document understanding1536
cortex-property-embed-v1Property and market context1536
cortex-lender-embed-v1Lender buy-box matching768
cortex-compliance-embed-v1Regulatory and legal text1024

Use Cases​

  • Semantic Search — Find similar loans, properties, or lenders
  • Document Classification — Auto-categorize uploaded documents
  • Lender Matching — Vector similarity for buy-box fit
  • Compliance Check — Match documents against requirements

What's Available​

Current (Live)​

  • ✅ M Agent (Client engagement)
  • ✅ Crella Assist (Intake processing)
  • ✅ Kathy Agent (Underwriting)
  • ✅ Quinn Agent (Strategy)
  • ✅ Chat API endpoints
  • ✅ Document extraction

Coming Soon​

  • 🔜 Public API access
  • 🔜 Custom agent training
  • 🔜 Embedding model API
  • 🔜 Webhook integrations
  • 🔜 White-label deployment

On Roadmap​

  • 📋 Multi-tenant workspaces
  • 📋 Fine-tuning on your data
  • 📋 Guardrails and content filtering
  • 📋 Usage analytics dashboard

Integration Options​

Chat API​

// Example: Chat with M Agent
const response = await fetch('https://cortex.crella.ai/api/chat/m', {
  method: 'POST',
  headers: {
    'Content-Type': 'application/json',
    'Authorization': 'Bearer YOUR_API_KEY'
  },
  body: JSON.stringify({
    message: "I need a DSCR loan for a rental property in Austin",
    sessionId: "user-123",
    context: { platform: "your-app" }
  })
});

const data = await response.json();
// { response: "Great! Let me help you...", shouldHandoff: false }

Intake API​

// Example: Process intake data
const response = await fetch('https://cortex.crella.ai/api/agents/intake', {
  method: 'POST',
  headers: {
    'Content-Type': 'application/json',
    'Authorization': 'Bearer YOUR_API_KEY'
  },
  body: JSON.stringify({
    rawText: "Property at 123 Main St, Austin TX. Purchase price $450,000...",
    source: "email"
  })
});

const data = await response.json();
// { normalizedLoan: {...}, dataQualityScore: 0.85, decision: "COMPLETE" }

Pricing​

Current: Beta Access​

During beta, Cortex AI Platform is available to MoneyMatcher platform users at no additional cost.

Future Pricing (Coming Soon)​

TierPriceIncluded
Starter$99/mo10K requests, 2 agents
Professional$299/mo100K requests, all agents
EnterpriseCustomUnlimited, dedicated support, SLA

Pay-as-you-go option: $0.01 per agent request (coming soon)

Security & Compliance​

  • SOC 2 Type II compliant infrastructure
  • Encryption at rest and in transit
  • Data isolation — your data is never used to train models for others
  • Audit logs — complete request/response history
  • RBAC — role-based access control

Get Started​

For MoneyMatcher Users​

Cortex agents are already integrated into the MoneyMatcher platform. Just use the chat interface!

For Developers​

API access coming soon. Join the waitlist:

Email: developers@crella.ai
Subject: Cortex API Access Request

For Enterprises​

Custom deployment and integration options available:

Email: enterprise@crella.ai

Learn More​