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    PLATFORM OVERVIEW

    Perennia AI

    An AI-native, leadership-grade mortgage operating system—the industry's most comprehensive platform for directing work, unifying communication, and orchestrating every stage of origination with precision, speed, and clarity, transforming fragmented tasks into a coordinated, intelligent workflow that exposes bottlenecks, accelerates execution, and elevates the client experience.

    1,465,946
    Lines of Code
    3,704
    Source Files
    173+
    AI Tools
    42
    AI Agents
    35+
    Modules
    25+
    Integrations
    Last updated: January 28, 2026

    Perennia means more than “always on.” It’s about relationships and performance that endure.

    Perennia is our commitment to building a mortgage operating system that compounds value over time—where every client, partner, and workflow is treated as a long‑term asset, not a one‑time transaction. It reflects a platform that never goes dormant: always watching the pipeline, always surfacing the next best action, and always protecting the quality of the client experience.

    Perennia AI is built for loan teams who want their business to be perennial—durable, repeatable, and growing stronger with every relationship they manage.

    Perennia AI is an AI‑powered mortgage CRM and origination operating system designed to direct and prioritize work across the entire lending pipeline. It unifies pipeline execution, borrower and partner communication, document collection, and compliance‑assist monitoring into a single operating environment so teams can act on the right tasks at the right time with full context.

    Perennia AI functions as the leadership‑grade control layer for the business. It centralizes calendar, calls, video, SMS, email, and portals; orchestrates specialized AI agents to draft work, not decide outcomes; and surfaces clear KPIs and operational bottlenecks across loan officers, production assistants, processors, and underwriters.

    The goal is not just to store data, but to run a consistent, compliant, “client‑for‑life” operation from a single platform—one that scales trust, not chaos.

    Executive Summary
    What Perennia AI does and who it serves

    Perennia AI is an AI-powered mortgage CRM and origination operating system that unifies pipeline execution, borrower communication, document collection, and compliance monitoring in one platform. It helps loan teams reduce cycle time, prevent missed milestones, and standardize borrower experience—while keeping humans in control of approvals, disclosures, and critical decisions.

    The platform coordinates 22 specialized AI agentsAgents = specialized AI roles (e.g., underwriting assistant, doc triage, SLA monitor) orchestrated by policy and audit logs. and 160+ toolsTools = internal agent actions (e.g., pricing lookup, doc classification, task creation, compliance checks, messaging). to assist with workflow automation, document intelligence, task orchestration, and communication—backed by audit trails, role-based access, and configurable compliance checks.

    AI-First Design
    Specialized agents with LangGraph orchestration, intent-based tool loading, and self-improving feedback loops.
    Full Pipeline Visibility
    21-stage loan lifecycle with real-time SLA tracking, bottleneck detection, and predictive close-date forecasting.
    Compliance-Assist Monitoring
    Compliance-assist monitoring for TRID/RESPA/fair lending and state-specific consent rules, with alerts and audit trails.
    Omni-Channel Comms
    Email, SMS, voice, video, and in-app chat—all AI-optimized with sentiment analysis and compliance checking.

    Leadership Outcomes

    Faster cycle time: fewer stalled loans via SLA + escalation
    Higher conversion: faster lead response + smarter routing
    Lower risk: proactive compliance flags + audit trail
    More capacity per headcount: less admin per file
    Core Features & Modules
    Complete platform capabilities across 35+ modules
    AI Agent System
    Live
    Specialized agents with LangGraph orchestration. Intent-based tool loading delivers only 8–16 relevant tools per query.
    Lead Agent Pipeline Agent Document Agent Compliance Agent
    Pipeline Management
    Live
    21-stage loan lifecycle from Application to Funded with SLA tracking and predictive close-date forecasting.
    21 Stages SLA Tracking Bottleneck Alerts
    Workflow Documentation
    Core workflows with process flows and automation details
    Loan Lifecycle (21 Stages)

    The complete loan origination workflow from application to funding, with automated SLA tracking and AI-driven stage management.

    Application
    SLA: 3 days
    Disclosed
    LE sent
    Processing
    SLA: 5 days
    Submitted
    To UW
    Underwriting
    SLA: 7 days
    Approved
    Conditional
    CTC
    SLA: 3 days
    Docs Out
    CD sent
    Funded
    Complete

    Triggers: DailyPipelineSweep (9 AM), LoanStageChanged, LoanAged, ConditionCleared, DocumentReceived

    Automation: Stale-loan detection (configurable thresholds per stage), automatic milestone completion, nudge task creation, supervisor escalation at 10+ days.

    Document Collection & Tracking

    Automated document lifecycle from needs-list generation through AI classification, review, and expiry monitoring.

    Needs List
    Auto-generated
    Request Sent
    Email + SMS
    Reminders
    24h/72h/7d/14d
    Upload
    Portal/Email
    AI Classify
    95%+ confidence
    Approved
    Auto/manual
    Freshness
    Expiry tracking

    Triggers: Application submitted, document uploaded, document expiring, condition added

    Automation: Auto-classification, screenshot detection, cascading reminders (email then SMS), auto-renewal requests 30 days before expiry.

    Lead Scoring & Nurturing

    9-stage lead lifecycle with automated scoring (A–D), intelligent routing, and cadenced engagement sequences.

    New Lead
    Auto-scored
    Contact
    5-min SLA
    Qualify
    Credit/DTI check
    Apply
    App link sent
    Pre-Approved
    Converted

    Scoring: Profile (25pts) + Engagement (25pts) + Recency (25pts) + Intent (25pts) = Grade A-D

    Automation: Auto-routing by loan type, welcome SMS/email sequence, discovery appointment scheduling, 7-day touchpoint cadence with AI-personalized tone.

    Omni-Channel Communications

    Coordinated messaging across email, SMS, voice, and in-app channels with compliance checking and AI-generated content.

    Trigger Event
    Stage change
    AI Drafts
    Personalized
    Compliance
    DNC + consent
    Deliver
    Best channel
    Track
    Open/click/reply

    Triggers: LoanMilestoneReached, ClientInquiry, 7DaysSinceLastContact, RateLockExpiring, DocumentRequested

    Automation: AI auto-sends at >90% confidence, tone adjustment per borrower profile (first-time buyer vs. investor vs. repeat client), overlap prevention.

    Company & User Onboarding

    Multi-step guided onboarding from account creation through team setup, branding, integrations, and payment.

    Account
    Create admin
    Company
    Profile + logo
    Profile
    NMLS, photo
    Team
    Invite up to 50
    Payment
    Stripe + promo

    Automation: Invitation emails, role auto-assignment, default workflow creation, Stripe subscription setup, 14-day free trial.

    Compliance Monitoring

    Compliance-assist monitoring for TRID/RESPA/fair lending and state-specific consent rules, with alerts and audit trails.

    Monitor
    Real-time
    Detect
    Violation found
    Alert
    Notify team
    Remediate
    Guided fix
    Audit Log
    Full trail

    Checks: LE timing (3 business days), CD timing (3 days before close), zero/10% fee tolerance, state recording consent (15 two-party states), rate variance >0.25%.

    Top 10 Workflows by Impact
    Highest-value automations ranked by importance and integration complexity
    # Workflow Trigger Automation Dependencies Impact
    15-Minute Lead ResponseLead created / web formAuto-qualify, route by loan type, send welcome SMS + email, schedule callTwilio, AI Agent95%+ first-contact SLA
    2Pipeline Stage OrchestrationLoan stage changedSLA clock start, milestone tracking, task creation, next-step notificationsSLA Engine, Scheduler20% fewer stuck loans
    3Smart Document CollectionApplication submittedGenerate needs list, send requests, cascade reminders, AI classify on uploadAI Agent, Email, SMS30% faster doc chase
    4TRID Compliance GuardDisclosure eventsValidate LE/CD timing, check fee tolerance, flag violations, create cure tasksCompliance EngineTarget: reduce violations via early detection
    5AI Call IntelligenceCall completedTranscribe, extract data, QA score, create tasks, update loan recordTwilio, AI Agent, NLPEliminates manual notes
    6Borrower Communication Cadence7 days since last contactAI drafts personalized message, compliance check, auto-send if >90% confidenceAI Agent, Email, SMSTarget: consistent touchpoint cadence
    7Stale Loan SweepDaily at 9 AMScan all active loans, identify over-threshold, create nudge tasks, escalateScheduler, AI Agent24-hour stuck detection
    8Portfolio Refi ScannerMonthly scheduleScan closed loans, check rate savings, calculate break-even, create campaignsRate Monitor, AI Agent20+ refi opps/month
    9Webhook Event BroadcastAny system eventHMAC-signed webhook to Zapier/Make, retry with exponential backoffWebhook Service5,000+ app connections
    10AI Receptionist Call RoutingInbound callState consent check, AI greeting, intent detection, route to agent or voicemailRetell AI, Twilio24/7 call coverage
    Metrics & Impact
    Platform performance benchmarks and operational indicators
    Efficiency & Time Savings
    MetricBeforeAfter (Target)Impact
    Lead First-Contact Time2–4 hours< 5 minutes95%+ faster response
    Document Collection Cycle7–14 days3–7 days50% time saved
    Stuck Loan DetectionWeekly review< 24 hours6x faster intervention
    Compliance ViolationsManual auditsReal-time detectionProactive prevention
    Call Notes / Data Entry10–15 min/callAutomated2+ hrs/day saved per LO
    Borrower CommunicationInconsistent7-day max cadence100% touchpoint rate
    Portfolio Refi OpportunitiesManual review20+ auto-identified/monthNet-new revenue stream
    Average Loan Cycle Time45–60 days30–40 days25–33% faster close
    Customer Satisfaction & Experience
    MetricIndustry AvgTargetDriver
    Borrower NPS Score30–4070+Real-time status via PURL
    Post-Close Survey Response15–20%50%+Automated survey delivery
    Borrower Self-Service Rate20%60%+Portal document upload
    Communication TransparencyLowFull visibilityMilestone timeline tracking
    Average Response Time4–8 hours< 1 hourAI-assisted prioritization
    Referral Rate15%35%+Exceptional experience
    Roadmap & Future Enhancements
    Planned improvements across near-term, mid-term, and vision horizons
    Near-Term (30 Days)
    Agent Refinement
    Agent Gym v2
    Enhanced agent testing environment with automated regression testing against production scenarios.
    Documents
    Bank Statement Auto-Parse
    Automated income worksheet generation from uploaded bank statements with multi-month aggregation.
    Mobile
    CarPlay Business Management
    Hands-free pipeline management, call intelligence activation, and business direction via CarPlay for LOs on the go.
    Compliance
    State Licensing Tracker
    Automated NMLS license renewal tracking and CE credit monitoring per state.
    Mid-Term (90 Days)
    AI
    Multi-Agent Collaboration
    Agents hand off context seamlessly—Lead Agent passes qualified borrower data directly to Pipeline Agent.
    Portal
    Realtor White-Label Portals
    Fully branded partner portals with real-time deal tracking, commission visibility, and co-marketing tools.
    Analytics
    Predictive Pipeline Scoring
    ML-based probability-to-close scoring using 50+ loan attributes and historical conversion patterns.
    Integrations
    LOS Bidirectional Sync
    Real-time sync with Encompass, BytePro, and LendingPad loan origination systems.
    Vision Items
    Platform
    Marketplace
    Third-party app marketplace for custom integrations, templates, and workflow plugins.
    AI
    Autonomous Loan Processing
    End-to-end AI-managed processing for low-complexity loans with human oversight.
    Scale
    Enterprise Multi-Branch
    Regional and national rollout support with branch-level dashboards, corporate reporting, and centralized compliance.
    Revenue
    Embedded Lending APIs
    Public APIs enabling real estate platforms and fintechs to embed Perennia-powered mortgage workflows.
    Architecture Overview
    System architecture, tech stack, and integration points
    System Architecture
    Client Layer
    React 18 SPA
    iOS (Capacitor)
    Borrower Portal
    Realtor Portal
    Recruit Portal
    LO Microsites
    ▼ ▼ ▼
    API Gateway
    FastAPI + Uvicorn
    JWT Auth + RBAC
    Rate Limiting
    WebSocket Server
    3,934 API Routes
    ▼ ▼ ▼
    AI Agent Layer
    LangGraph Orchestrator
    42 Specialized Agents
    173+ Tools
    Intent Router
    Hallucination Verifier
    ▼ ▼ ▼
    Service Layer
    230 Backend Services
    Workflow Orchestrator
    SLA Engine
    Compliance Monitor
    Notification Hub
    ▼ ▼ ▼
    Data Layer
    PostgreSQL 15
    Redis Cache
    Pinecone Vector DB
    S3 Object Storage
    723+ Data Models
    ▼ ▼ ▼
    External Services
    LLM Providers (configurable)
    Twilio
    Salesforce
    DocuSign
    Stripe
    MS Graph
    Zoom
    Google APIs
    Technology Stack
    Frontend
    React 18 React Router 6 TanStack Query Material UI Capacitor (iOS) WebSocket ReCharts
    Backend
    Python 3.11 FastAPI SQLAlchemy 2 Pydantic 2 Celery + Redis APScheduler
    AI / ML
    LLM Providers (configurable) LangGraph LangChain Pinecone Retell AI
    Infrastructure
    Railway Vercel PostgreSQL 15 Docker GitHub Actions CI/CD Sentry + Datadog
    Database Structure
    723+
    Data Models
    175
    Migrations
    Multi-Tenant
    Organization Isolation

    Key entities: Loans (53-field profile with 27 milestone dates), Leads, Contacts, Tasks, Documents, Call Records, SLA Milestones, Workflows, AI Agent State, Conversations, Calendar Events, Compliance Issues, and Financial Intelligence.

    Security & Data Protection
    Enterprise-grade security built into every layer
    Authentication
    Face ID / Touch ID, SSO integration, MFA support, session management, and JWT token handling with secure refresh.
    Access Control
    Role-based permissions (Admin, Manager, LO, Processor), organization isolation, and granular feature-level access.
    Data Encryption
    TLS 1.3 in transit, AES-256 at rest, encrypted database connections, and secure credential storage.
    API Security
    Rate limiting, IP blocking, HMAC-signed webhooks, request validation, and comprehensive security headers.
    Security Infrastructure
    TLS 1.3
    Transport Security
    AES-256
    Encryption at Rest
    Multi-Tenant
    Data Isolation
    Security Features
    Rate Limiting IP Blocking DDoS Protection CORS Policy CSP Headers XSS Prevention SQL Injection Protection Input Validation Request Sanitization Security Logging Anomaly Detection
    Compliance & Audit

    Regulatory Compliance:

    • TRID timing validation and monitoring
    • RESPA Section 8 violation detection
    • Fair lending analysis and reporting
    • State-specific consent management (50 states)
    • Call recording compliance (15 two-party states)

    Audit & Logging:

    • Complete audit trail for all actions
    • User activity logging with timestamps
    • Data change history and versioning
    • Security event monitoring
    • Compliance issue tracking and remediation
    Privacy & Data Protection
    GDPR Ready CCPA Compliant SOC 2 Framework Data Retention Policies Right to Deletion Cookie Consent
    Authentication & Identity
    Login
    Email + Password
    MFA
    TOTP / SMS
    Biometric
    Face ID / Touch ID
    Session
    JWT + Refresh
    Access
    Role-Based

    Mobile Security: Biometric authentication (Face ID, Touch ID), secure keychain storage, certificate pinning, jailbreak detection.

    Session Management: Automatic timeout, secure token refresh, device tracking, concurrent session limits, forced logout capability.