Dwella – AI-Driven Mortgage Automation Platform

Industry
Social media
Project type
Case study
Date
March 7th, 2024

Project details

Simplifying the mortgage journey for homebuyers and lenders through intelligent automation and personalized guidance.

Dwella is a mortgage automation platform designed to modernize the mortgage experience by reducing manual effort, simplifying complex processes, and connecting homebuyers with the right lenders. The platform leverages AI and large language models (LLMs) to guide users from discovery to pre-approval, creating a smoother experience for buyers while delivering better-qualified leads to mortgage professionals.

Services

  • LangChain
  • LlamaIndex
  • Pinecone
  • LLM Integration
  • Fine-tuned LLM
  • AWS
  • AI Agents
  • Process Automation
  • Flutter / Web

Challenge

The mortgage process is notoriously fragmented, opaque, and time-consuming—particularly for first-time buyers. Lenders struggle with lead quality, document management, and client communication, while homebuyers face overwhelming decisions and a lack of transparency. Dwella aimed to solve both sides of this equation with an AI-first platform that automates workflows and delivers personalized support at scale.

Approach

We built Dwella from the ground up, designing an intelligent workflow that automates loan discovery, borrower education, document collection, and lender-matching. Using custom-trained LLMs and real-time data integrations, the platform provides users with contextual guidance and next steps—while streamlining operations on the lender side with automated communication and qualification logic.

Outcome

Launched an AI Mortgage Copilot prototype that guided home buyers through prequalification in minutes instead of days. Early pilots showed 50% faster preapprovals, a 35% increase in lender response rates, and improved borrower satisfaction scores by +20 points.

What We Did

01/Platform Strategy & AI Use Case Definition

Mapped out the full mortgage lifecycle and identified high-impact points for automation and AI integration—on both borrower and lender sides.

02/LLM-Powered Borrower Assistant

Developed an AI agent trained to guide users through qualification, document prep, lender matching, and Q&A using contextual prompts and real-time updates.

03/Lender Dashboard & Lead Routing System

Built a secure web dashboard for lenders to manage, communicate with, and track leads— prioritized by AI-driven scoring and readiness indicators.

04/Automated Document Collection & Task Management

Integrated third-party tools for e-signature, ID verification, and financial data pulling, automated via workflows triggered by user behavior and AI analysis.