Heron Data Tech Stack

AI-powered document automation for specialty finance underwriting

Software Development New York, NY 11–50 employees Founded 2020 Privately Held

Heron automates document-heavy workflows—primarily underwriting for insurance, equipment financing, and MCA lenders—using LLMs to extract and enrich data at scale. The company processes tens of thousands of documents daily, including over 20 million bank transactions. Their tech stack (Python, FastAPI, GCP/AWS, React) reflects a backend-heavy, data-intensive architecture; current hiring leans engineering (5 of 14 roles) and sales (4), suggesting they're scaling both processing capacity and land-and-expand motion across their 150+ customer base.

Tech Stack 11 technologies

Core StackPython Flask FastAPI Terraform AWS React HubSpot LinkedIn Google Meta GCP

What Heron Data Is Building

◆Challenges

Scaling backend for high volume data
Scaling team
Maintaining security and compliance
Slow underwriting process
Multi-tenancy at scale
Submission clearance inefficiencies
High-throughput processing of financial documents
Overwhelmed lead list
Scaling demand generation
Predictable lead generation

▲Active Projects

Design core abstractions for data pipelines
Scale infrastructure for multi-tenant customers
Automated document workflows
Workflow orchestration & execution
New logo acquisition
Improve backend reliability and security
Content strategy and generation
Paid media experiments
Website improvement
Trial management

Hiring Activity

Steady15 roles · 6 in 30d

Department

Engineering

Sales

Product

Marketing

Ops

Seniority

Mid

Principal

Senior

Junior

Lead

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About Heron Data

Heron, founded in 2020 and based in New York, builds AI-driven document automation for specialty finance companies—MCA funders, equipment lenders, insurers, and fintechs. The core product eliminates manual underwriting bottlenecks by automating document ingestion, data extraction, enrichment, and summarization. With 150+ customers embedded in their critical workflows, Heron processes high-volume financial documents and transaction data at scale. The company operates as a small, engineering-forward team in the 11–50 employee range, actively hiring across backend infrastructure, sales coverage, and product development.

HeadquartersNew York, NY

Company Size11–50 employees

Founded2020

Hiring MarketsUnited States, United Kingdom

Frequently Asked Questions

What tech stack does Heron Data use?

Python, FastAPI, Flask, Terraform, GCP, AWS, React, and HubSpot for sales operations. The stack emphasizes backend scalability and cloud infrastructure.

Where is Heron Data headquartered?

New York, NY. The company was founded in 2020 and is actively hiring in the United States and United Kingdom.