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What is NEO?

NEO operates as a self-sufficient machine learning engineer, representing a multi-agent architecture that fully automates the ML workflow, enabling teams to delegate tasks related to data engineering, model creation, evaluation, deployment, and monitoring to an intelligent pipeline while maintaining oversight and control. This advanced system employs complex multi-step reasoning, efficient memory management, and adaptive inference to tackle intricate problems from beginning to end, encompassing activities such as data validation and cleaning, model selection and training, handling edge-case failures, evaluating candidate behaviors, and managing deployments, all while integrating human-in-the-loop checkpoints and customizable control features. NEO is designed for continuous learning from outcomes and retains context throughout various experiments, providing real-time updates on its readiness, performance metrics, and potential challenges, thus creating a self-sustaining framework for ML engineering that reveals insights and alleviates typical obstacles like conflicting configurations and outdated artifacts. Additionally, this cutting-edge approach frees engineers from tedious tasks, allowing them to concentrate on more strategic projects and enhancing overall workflow efficiency. By streamlining processes and minimizing repetitive work, NEO ultimately catalyzes a transformative shift in machine learning engineering, significantly boosting productivity and fostering innovation within teams. In conclusion, the introduction of NEO marks a pivotal leap forward in how machine learning projects are executed, encouraging a culture of creativity and proactive problem-solving.

What is Factory Droid?

Factory Droid is an autonomous AI engineering platform from Factory.ai that helps teams plan, coordinate, and execute software development work at scale. The platform is built around the idea of a software factory, where AI Droids can take on engineering tasks and move projects forward with less manual effort. Its Mission Control experience allows teams to define a multi-step initiative and have parallel Droids work through the implementation end to end. Factory Droid can support complex development workflows such as migrations, new feature builds, refactors, infrastructure updates, and other engineering initiatives. Developers can install and use the platform through a command-line workflow, with a Mac download also available. The system is designed to help engineering teams move from isolated AI coding assistance toward coordinated autonomous development. Factory Droid supports enterprise-grade AI development with a focus on scalability, security, and operational control. Factory.ai offers industry-specific solutions for financial services, healthcare, telecom, defense and national security, national labs, and SaaS businesses. For regulated industries, the platform is positioned around secure, compliant, and sovereign AI development needs. Teams can use Factory Droid to reduce repetitive engineering work, speed up delivery, and manage larger projects with more parallel execution. Factory Droid helps organizations build software faster by combining autonomous agents, planning workflows, and enterprise-ready development infrastructure.

Media

Media

Integrations Supported

Claude
OpenAI
Anthropic
Claude Fable 5
Claude Opus 4.7
Claude Opus 4.8
Docker
Factory
GPT-5.5
GPT-5.5 Pro
Gemini
Gemini 3.1 Pro
Gemini 3.5 Flash
Graphify
Kimi K2.6
MiniMax M2.7
MiniMax M3
Ollama
OpenRouter
Visual Studio Code

Integrations Supported

Claude
OpenAI
Anthropic
Claude Fable 5
Claude Opus 4.7
Claude Opus 4.8
Docker
Factory
GPT-5.5
GPT-5.5 Pro
Gemini
Gemini 3.1 Pro
Gemini 3.5 Flash
Graphify
Kimi K2.6
MiniMax M2.7
MiniMax M3
Ollama
OpenRouter
Visual Studio Code

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$20/month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

NEO

Company Location

United States

Company Website

heyneo.so/

Company Facts

Organization Name

Factory.ai

Date Founded

2023

Company Location

United States

Company Website

factory.ai/

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