Maestro AI
Category: AI in Fintech
An agentic operating system designed to automate the end-to-end mortgage origination process using autonomous AI agents. Maestro AI was founded in 2024. The company is led by David Rogove. Based in Parkland, Florida, USA. Team size: 5-10. Total funding raised: $1.2M. Latest round: Pre-Seed ($1.2M, Feb 2025). Key investors include New Stack Ventures, Family VC, ZFO, Roark’s Drift.
- Founded
- 2024
- Headquarters
- Parkland, Florida, USA
- Team size
- 5-10
- Total funding
- $1.2M
Value proposition
Reduces the cost and time of loan production by replacing manual, repetitive tasks with AI agents that can navigate complex workflows, handle documentation, and ensure compliance.
Products and solutions
Agentic Operating System (Core Platform), AI Loan Processing Agents, Encompass by ICE Integration Suite, Automated Document Verification Engine, Compliance & Quality Control Module
Unique value
Unlike standard AI wrappers, Maestro AI builds 'agentic' workflows that actually execute tasks within legacy mortgage software, mimicking the decision-making of human processors.
Target customer
Mortgage lenders, independent mortgage brokers, and financial institutions using the Encompass loan origination system.
Industries served
Fintech, Mortgage Banking, Real Estate Finance, Proptech
Technology advantage
Deep vertical integration with Encompass (the industry-dominant LOS) combined with the founders' proven track record in mortgage fintech (ex-Wemlo/RE/MAX), providing immediate domain authority and technical compatibility.
How they differentiate
Unlike traditional OCR or rules-based automation, Maestro AI utilizes 'agentic' workflows that autonomously execute complex tasks directly within legacy mortgage software (like Encompass), mimicking human decision-making.
Main competitors
Ocrolus, Staircase, Candor Technology
Key partnerships
ICE Mortgage Technology (Encompass Integration), New Stack Ventures (Lead Investor), Gold Coast Tech Accelerator, ZFO (Family Office Partner)
Notable customers
Independent mortgage brokers, Mortgage lenders using Encompass LOS
Major milestones
Founded in early 2024 by serial entrepreneur David Rogove, Selected as an inaugural member of the Gold Coast Tech Accelerator, Achieved deep technical integration with ICE Mortgage Technology, Closed $1.2M Pre-Seed funding round in February 2025
Growth metrics
Successfully integrated with Encompass by ICE, the industry-dominant loan origination system.
Market positioning
Vertical AI specialist providing an agentic operating system for the mortgage origination industry.
Geographic focus
North America (United States)
Patents and IP
No registered patents disclosed as of February 2025; proprietary agentic frameworks and integration logic.
About David Rogove
David Rogove is a serial entrepreneur and mortgage industry veteran with over 20 years of experience. He was the co-founder and CEO of Wemlo, a mortgage fintech platform acquired by RE/MAX Holdings, Inc. in 2020. Previously, he co-founded Green River Capital Corp and founded Open Access Ventures, a venture capital and growth advisory firm.
Official website: https://www.maestrotech.ai