Factory vs. Soft-Machine Comparison


Factory Factory.ai	Soft-Machine	+	+
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Teach Junie your team's coding standards, naming conventions, and review process, and switch from another AI coding agent in seconds with no extra setup. 12 Ratings Visit Website Retool Retool is the AI-native enterprise app development platform where teams build and ship production-ready apps — at AI speed, with enterprise governance built in. Describe what you need and get a working app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with RBAC, SSO, audit logging, and your existing permissions already in place. Retool connects to databases, APIs, LLMs, and external tools out of the box. Teams can build AI agents, dashboards, workflows, and full-stack apps — with a visual editor for speed and direct code access for precision. 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With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise 54 Ratings Visit Website LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website BAND BAND builds enterprise-grade interaction infrastructure for distributed AI agents. Its platform enables real-time, multi-peer collaboration across agents and humans, while providing a runtime control plane that enforces policy, authority boundaries, and visibility across heterogeneous systems. BAND supports developers, engineering teams, and enterprise platform leaders operating multi-agent ecosystems across internal systems, SaaS platforms, and partner environments. 3 Ratings Visit Website Aikido Security Secure your code, cloud, and runtime in one central system. Aikido’s all-in-one security platform is loved by developers and security teams alike with full security visibility, insight in what matters most, and fast/automatic vulnerability fixes. 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About Factory.ai is an agent-native software development platform designed to automate and accelerate engineering workflows. It enables developers to delegate complex tasks like refactoring, migrations, and incident response to AI-powered agents called Droids. The platform integrates seamlessly into existing tools such as IDEs, terminals, and collaboration apps. Developers can continue using their preferred environments like VS Code, JetBrains, or command line interfaces. Factory.ai works across the entire development lifecycle, from coding to CI/CD pipelines. It is built with enterprise-grade security to protect data and intellectual property. Overall, Factory.ai enhances productivity by enabling AI agents to work alongside developers without disrupting workflows.	About Soft-Machine is an AI-native development environment designed to help users build, deploy, and operate autonomous software systems through natural language and agent-based workflows. It provides a unified interface where users can describe applications, workflows, or tasks, and the system translates those instructions into working software by orchestrating AI agents that handle coding, infrastructure, and execution. It focuses on reducing the gap between idea and implementation by abstracting traditional development complexity, enabling agents to generate code, manage dependencies, configure environments, and iterate on applications without requiring manual setup. It emphasizes continuous interaction between humans and AI, where users can refine outputs conversationally while the system maintains context and adapts behavior over time.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software development teams, engineering organizations, and enterprises looking to automate workflows, improve productivity, and integrate AI agents into their existing development environments without changing tools or processes	Audience Developers, builders, and technical teams looking for a tool to create and run applications using AI agents and natural language instead of traditional coding workflows
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $80 per month Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Factory.ai Founded: 2023 United States www.factory.ai	Company Information Soft-Machine United States soft-machine.io
Alternatives Amp Amp Code	Alternatives GitHub Copilot GitHub
Factory Droid Factory.ai	Cosine
Claude Code Anthropic	Kilo Code
Amazon Q Developer Amazon	happycapy
Kilo Code View All	Google Antigravity Google View All
Categories Agentic AI Supported Agentic CLI Coding Tools Supported AI Agent Builders Supported AI Agents Supported AI Code Review Supported AI Coding Agents Supported AI Coding Assistants Supported Software Development Life Cycle (SDLC) Supported	Categories AI Coding Assistants Supported

Integrations Asana Supported CircleCI Supported Docker Supported Factory Droid Supported Factory Router Supported GitHub Supported GitLab Supported Google Cloud Platform Supported Google Drive Supported IntelliJ IDEA Supported Jenkins Supported Jira Supported Microsoft Azure Supported Microsoft Teams Supported MiniMax-M2.1 Supported Notion Supported OpenSpec Supported Slack Supported Superpowers Supported Visual Studio Code Supported Show More Integrations View All 20 Integrations	Integrations Asana Not Supported CircleCI Not Supported Docker Not Supported Factory Droid Not Supported Factory Router Not Supported GitHub Not Supported GitLab Not Supported Google Cloud Platform Not Supported Google Drive Not Supported IntelliJ IDEA Not Supported Jenkins Not Supported Jira Not Supported Microsoft Azure Not Supported Microsoft Teams Not Supported MiniMax-M2.1 Not Supported Notion Not Supported OpenSpec Not Supported Slack Not Supported Superpowers Not Supported Visual Studio Code Not Supported Show More Integrations
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