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MONTICELLOAM, LLC Tech Stack

Bridge lending and advisory platform for multifamily and seniors housing

Financial Services New York, NY 51–200 employees Privately Held
monticelloam.com LinkedIn

MONTICELLOAM operates a specialized lending platform for multifamily and seniors housing deals, layering AI pipelines and RAG systems onto a tech stack built on Python, Snowflake, dbt, and Apache Airflow. The company is actively building internal tools and automating document workflows—indicating an engineering focus on extracting signal from unstructured loan files and streamlining underwriting. With 6 recent hires concentrated in finance and an emerging AI/automation agenda, the organization is scaling operational capacity to handle loan volume and complexity.

Tech Stack 21 technologies

Core StackPython Snowflake dbt Apache Airflow React AWS HubSpot TensorFlow PyTorch pandas NumPy scikit-learn NetSuite Oracle AWS Bedrock Kyriba Adobe Hugging Face Transformers AVID Ramp Sage Intacct

What MONTICELLOAM, LLC Is Building

◆Challenges

  • Unstructured document extraction
  • Process efficiency improvements
  • Managing multiple bank accounts
  • Optimizing cash flow
  • Reducing bank fees
  • Outgrown operational demands

▲Active Projects

  • Private placement offerings
  • Ai pipelines for structured data extraction from unstructured documents
  • Full-stack internal tools with react and python apis
  • Rag systems and ai agents for automated workflows
  • Custom technology development
  • Loan closings
  • Payment management
  • Investor relations and marketing function

Hiring Activity

Accelerating6 roles · 6 in 30d

Department

Finance
4
Engineering
1
Marketing
1

Seniority

Mid
6
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About MONTICELLOAM, LLC

MONTICELLOAM is a multifamily and seniors housing lender offering bridge loans, working capital solutions, and permanent debt structures. The firm also operates a dedicated advisory practice providing workout, asset management, and restructuring services to institutions in the seniors housing sector. The company is based in New York and serves clients across the United States. Their platform is built on cloud infrastructure (AWS, Snowflake) and includes modern data transformation (dbt, Airflow) alongside machine learning and document intelligence capabilities.

HeadquartersNew York, NY
Company Size51–200 employees
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does MONTICELLOAM use?

MONTICELLOAM uses Python, Snowflake, dbt, Apache Airflow, React, AWS, TensorFlow, PyTorch, HubSpot, and NetSuite. The stack includes machine learning libraries (scikit-learn, Hugging Face Transformers) and treasury/accounting tools (Kyriba, Sage Intacct).

What is MONTICELLOAM working on?

Current projects include AI pipelines for document extraction from loan files, RAG systems and AI agents for workflow automation, full-stack internal tools, private placement offerings, loan closings, payment management, and investor relations functions.

How this profile is built

MONTICELLOAM, LLC's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.