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drvn Tech Stack

AI-powered ground transportation management for corporate and event logistics

Travel Arrangements Coral Gables, Florida 11–50 employees Founded 2011 Privately Held

drvn operates a dispatching and fleet-management platform for executive travel and large-scale event transportation, built on Python, ML libraries (PyTorch, TensorFlow, scikit-learn), and GCP infrastructure. The tech stack reveals a company investing heavily in AI/NLP capabilities (spaCy, NLTK, OpenAI API, RAG) while simultaneously addressing operational maturity gaps—current projects focus on CI/CD pipelines, infrastructure-as-code, and observability, suggesting the platform is scaling from manual ops toward automated, monitored service delivery.

Tech Stack 29 technologies

Core StackSalesforce HubSpot RAG Python PyTorch TensorFlow scikit-learn Pandas NumPy GitHub Actions Terraform Ansible Docker Kubernetes TypeScript Grafana Prometheus Datadog GitHub LinkedIn Microsoft Office spaCy NLTK OpenAI API R SQL GCP Bash Git

What drvn Is Building

◆Challenges

Crisis management
Operational improvements
Preventing service disruptions
Real-time service issue resolution
Generating qualified leads
Improving infrastructure scalability
Automating delivery pipelines
Enhancing observability

▲Active Projects

Ci/cd pipeline improvement
Infrastructure-as-code implementation
Observability practices implementation

Hiring Activity

Minimal7 roles · 0 in 30d

Department

Sales

3

Data

1

Engineering

1

Operations

1

Ops

1

Seniority

Mid

7

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About drvn

drvn provides a mission-control dashboard for managing ground transportation at scale, targeting finance, entertainment, and events sectors. The platform combines real-time fleet tracking, dynamic route optimization, driver-passenger coordination, and 24/7 support through a single interface. The company serves customers ranging from single-ride bookings to multi-stop, multi-location events. Founded in 2011 and based in Coral Gables with ~30 employees, drvn operates with a sales-led structure (3 active sales roles) and minimal recent hiring velocity, indicating a steady-state operational phase focused on product refinement and infrastructure improvements.

HeadquartersCoral Gables, Florida

Company Size11–50 employees

Founded2011

Hiring MarketsDominican Republic, United States

Frequently Asked Questions

What tech stack does drvn use?

drvn runs on Python, SQL, PyTorch, TensorFlow, scikit-learn, GCP, Kubernetes, Docker, and Terraform. They integrate Salesforce, HubSpot, and monitoring tools (Grafana, Prometheus, Datadog). AI/NLP work uses spaCy, NLTK, OpenAI API, and RAG.

What is drvn working on?

Current projects include CI/CD pipeline improvement, infrastructure-as-code implementation, and observability practices. Pain points center on real-time service issue resolution, preventing disruptions, and improving infrastructure scalability.