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AGDATA, LP Tech Stack

Data collection and analytics platform for crop and animal health companies

Software Development Charlotte, North Carolina 201–500 employees Founded 1985 Privately Held
agdata.com LinkedIn

AGDATA operates a unified data collection and analytics platform serving crop protection, specialty chemical, and animal health sectors. The tech stack reveals dual engineering maturity: Python-first ML (scikit-learn, TensorFlow, PyTorch, H2O) paired with enterprise infrastructure (Kubernetes, Terraform, multi-cloud across AWS/Azure/GCP). Active projects centering on embedded analytics and data governance, combined with pain-point friction around legacy system migration and static-to-dynamic reporting shifts, indicate a modernization push toward real-time, productized insights rather than custom reporting.

Tech Stack 64 technologies

Core StackPython RAG scikit-learn TensorFlow PyTorch Pandas AWS Docker Kubernetes Jenkins Terraform Pulumi CloudFormation PostgreSQL MySQL MariaDB Azure DevOps C# Angular SQL Server Julia Keras H2O dplyr ggplot2 Tidyverse Azure GCP NET 6 RxJS+34 more

What AGDATA, LP Is Building

◆Challenges

  • Modernizing data and analytics practices
  • Reducing ambiguity
  • Managing dependencies
  • Removing blockers
  • Moving from static reporting to embedded analytics
  • Reducing support response time
  • Migrating legacy solutions to commercial platforms
  • Ensuring data quality and governance
  • Scalable application design
  • Security and cost efficiency

▲Active Projects

  • Channel & marketing activation
  • Program creation & fulfilment
  • Embedded analytics in activation workflows
  • Implementation of new solutions
  • Data quality, enrichment, governance initiatives
  • Embedded analytics experiences
  • Platform and analytics capabilities

Hiring Activity

Accelerating15 roles · 10 in 30d

Department

Engineering
5
Product
4
Data
2
Marketing
2
Sales
1
Support
1

Seniority

Senior
12
Junior
1
Manager
1
Mid
1
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About AGDATA, LP

AGDATA provides integrated data collection, management, and analytics solutions to agricultural, crop protection, specialty chemical, and animal health companies. The platform operates as a unified system combining data services (collection, enrichment, governance) with marketing program management and analytics capabilities. Founded in 1985 and headquartered in Charlotte, North Carolina, the company employs 201–500 people and is moving toward embedded analytics workflows and platform-driven delivery. Current hiring velocity is accelerating, with focus on engineering and product roles, signaling product-led growth and technical debt reduction initiatives.

HeadquartersCharlotte, North Carolina
Company Size201–500 employees
Founded1985
Hiring MarketsUnited States, India

Frequently Asked Questions

What tech stack does AGDATA use?

Python, R (dplyr, ggplot2, Tidyverse), TensorFlow, PyTorch, scikit-learn, PostgreSQL, MySQL, AWS, Azure, GCP, Docker, Kubernetes, Jenkins, Terraform, Angular, and .NET 6.

Where is AGDATA headquartered?

Charlotte, North Carolina. The company was founded in 1985 and is privately held with 201–500 employees.

How this profile is built

AGDATA, LP'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.