Factory

TL;DR. Factory is a San Francisco company that builds Droids. Droids are AI agents, meaning software that completes multi-step tasks autonomously. They plan, write, test, review, and document code, and support incident response. Founders Matan Grinberg and Eno Reyes started Factory in 2023. It targets organizations with hundreds to thousands of engineers. Individual plans start at $20 per month.

At a Glance

Factory’s defining bet is autonomous software engineering, not code autocomplete. Founded in 2023 by Matan Grinberg and Eno Reyes, it builds Droids that handle tasks across software development. Droids can plan work, write code, test, review, document, and help resolve incidents. Factory targets engineering teams, with enterprise customers and integrations into existing developer workflows.

The founders met while Grinberg was a UC Berkeley PhD student. Their early work led to the company’s 2023 launch. It also led to a $5M seed round, led by Sequoia Capital and Lux Capital. A $15M Series A followed in June 2024. Sequoia led it, with Lux and Mantis VC participating. Factory announced a $50M Series B on September 25, 2025, at a $300M valuation. NEA led that round. Sequoia Capital, J.P. Morgan, Nvidia, Abstract Ventures, and Mantis Ventures joined. An official post later announced a $150M Series C at a $1.5B valuation. It then referenced a subsequent $200M financing at a $5B valuation. Factory says total funding exceeds $400M following that later financing.

Factory is headquartered in San Francisco. Its 2025 funding announcement described the company as a “tiny” team but gave no numerical employee count. The company has named MongoDB, EY, Bayer, Zapier, and Clari as enterprise customers. These are company-reported customer examples.

Key links: Factory website, Droid documentation, company news, and GitHub.

Adoption & Sentiment

G2 lists Factory AI at 4.6/5 across 37 reviews. Hands-on reports range from strong praise to concerns about reliability and interaction speed. The rating is a current snapshot. The available listing does not establish a review trend over time.

G2’s displayed breakdown shows 75% five-star and 24% four-star reviews, with no lower-star reviews shown. Review text praises cross-model flexibility, agent capability, and handling of large codebases. One G2 reviewer flags slower, less predictable performance on complex tasks. Capterra and TrustRadius did not surface comparable review data in the research results.

Independent developer feedback is more mixed. A June 2025 hands-on review said CodeDroid fixed the requested bugs. It criticized slow responses, weak progress feedback, and manual agent selection. It also criticized permission interruptions and uncertain build validation. A Hacker News user in May 2025 praised Droid’s ability to work through large codebases with little intervention. These are individual experiences, not representative samples.

Factory’s investor NEA said the company had empowered thousands of developers over the prior six months. NEA named MongoDB, EY, Zapier, Bilt Rewards, Clari, and Bayer as customers. NEA also reported 200% quarter-over-quarter growth and attributed the figure to Factory. Factory published a Groq case study. In it, Groq’s Head of Agents called Droid fast and intuitive. Factory compared its Groq-powered setup with other coding tools. It reported 3x faster medium-complexity feature work and 5x faster quick-turn tasks. These adoption and performance figures are company or investor reports, not independent audits.

Traction and Market Position

Factory’s opportunity is enterprise-wide software delivery, not just code completion. Its enterprise reach and reported growth are strong, but customer productivity claims still need independent validation.

Factory announced its Series C in April 2026. It reported daily use by hundreds of thousands of developers. It also reported six consecutive months of doubled monthly revenue. The company raised $150 million at a reported $1.5 billion valuation. NEA separately cited 200% quarter-over-quarter growth during 2025. NEA also cited customers including MongoDB, EY, Zapier, Bayer, and Clari. These are meaningful traction signals. However, the growth and adoption figures come from the company or its investor.

Factory differentiates itself with a model- and interface-independent platform. The platform spans code review, testing, migrations, and feature work. Its enterprise integrations and focus on complex codebases target organizations with large engineering teams and legacy repositories. Anthropic’s customer profile describes typical Factory clients as having hundreds to thousands of engineers. Anthropic reports Factory’s estimates across customers. These include 550,000 development hours saved and a 20% lower development cycle time. They also include threefold lower code churn. These are vendor-reported results, not independent causal evidence.

Competition is intense. Cursor leads with an IDE-centered assistant and reports use at 64% of Fortune 500 companies. Cognition’s Devin competes on delegated, autonomous coding tasks. Factory’s broader SDLC orchestration and IDE independence could differentiate it. However, switching costs and a durable moat remain unproven as models and agent workflows evolve.

The main risk is converting agent activity into verified business value without added review or rework. METR ran a randomized study in 2025. It found experienced open-source developers took 19% longer with then-current AI tools. METR cautions that its results do not represent all developers or agent systems. Its 2026 update says later evidence is difficult to interpret. This supports measurement, not a direct verdict on Factory.

Recommendation: pilot Factory with enterprise engineering teams that have repeatable backlogs, complex repositories, and capacity to govern agent output. Compare cycle time, accepted changes, review burden, and cost against a baseline before scaling. Outlook is positive, with execution and measurable customer ROI still decisive.

Trust & Compliance Posture

Factory’s enterprise posture combines SOC 2 Type II, ISO 27001, and ISO 42001 with deployment controls that keep code local. Enterprise documentation lists all three certifications. The marketing security page still describes an earlier SOC 2 Type I achievement, so public certification wording is inconsistent.

Droid reads and modifies repositories on the local runtime. Factory says it does not upload or index code into a remote datastore. Selected prompts and context go to configured model providers. For direct official-provider APIs, Factory says it does not proxy or store those prompts and responses in its cloud. Factory also says it does not use customer code to train models. These data-flow protections depend on the selected provider, endpoint, and deployment.

Factory states that data is encrypted at rest with AES-256 and in transit with TLS 1.2 or higher. Its security page describes hosted environments as single-tenant sandboxes with dedicated VPCs. Documentation also supports hybrid and fully air-gapped deployments, where no traffic leaves the isolated environment.

Enterprise controls include model access policies, command rules, sandboxing, and managed hooks. Factory-side audit events cover authentication, SSO/SCIM changes, policy edits, and administrative actions. Customers can export OpenTelemetry metrics to their own systems. Optional message-content trace spans go only to a customer-configured collector. Droid Shield scans staged Git diffs before commits and pushes, while sandbox rules can limit filesystem and network access.

Tags & Categories

Primary Category: AI Coding Categories: AI DevOps Tags: agentic coding, software engineering, coding agents, code generation, automated testing, code review, pull requests, IDE integration, terminal, Slack, Jira, GitHub

Factory's Droids plan, write, test, and ship code across developer tools and workflows. The platform supports VS Code, JetBrains, Vim, Slack, and Jira, with integrations including GitHub and GitLab.

Leadership & Team

Factory’s leadership combines its two 2023 co-founders with a recently appointed enterprise-sales executive. Its public culture emphasizes ownership, autonomy, and building together.

Factory’s company page says its team includes people from Nuro, Glean, Applied Intuition, Scale AI, and MongoDB. It describes the team as lean and talent-dense. It names ownership and autonomy as cultural priorities. Its listed values include championing the mission, being relentless, and building together. They also include embracing perspectives and creating customer commitment. The company names Box CEO Aaron Levie and Databricks CEO Ali Ghodsi among its investors. Its reviewed public materials do not identify them as board members or advisors.

What It Offers

Factory’s main product is Droid, an agent that plans, edits, tests, and reviews code across developer tools. Its clearest differentiator is continuity: sessions and knowledge span desktop, web, mobile, and CLI.

Droid can search a full repository and coordinate changes across files. Users set autonomy and approval boundaries. Missions break larger projects into milestones, coordinate agent work, and validate features through scripted application tests. Factory Desktop adds previews for code, websites, documents, spreadsheets, presentations, and PDFs. Developers can select elements or code lines and leave feedback for Droid.

The platform supports CLI, browser, Slack, VS Code-family editors, JetBrains IDEs, and Zed. The VS Code extension passes active-file context, selections, open files, and diagnostics. JetBrains and Zed offer dedicated agent integrations. Factory lists Jira, Notion, Slack, Linear, and PagerDuty connections, while MCP extends access to external tools. Desktop also lists GitHub, Sentry, and Confluence connectors.

For automation, droid exec runs non-interactive tasks in scripts and CI/CD, with structured output and configurable permissions. The CLI supports JSON-RPC sessions, and developers can authenticate with a Factory API key. Factory documentation also describes MCP tools, hooks, plugins, reusable skills, and custom Droids.

Factory Desktop runs on macOS and Windows. Factory says paid plans start at $20 per month. The pricing page also lists team and enterprise options. Enterprise features include SSO, audit logs, custom usage limits, and on-premises deployment. The public pricing page does not expose the full plan-by-plan prices in its accessible text.

Who It's Built For

Factory best fits engineering organizations that want AI agents across software delivery, not only code completion. Factory’s published customer profile says it typically serves organizations with hundreds to thousands of engineers. That points to enterprise engineering teams as its clearest company-size fit. However, its May 2025 general-availability announcement reported no seat minimums. Named users included MongoDB, Zapier, Framer, and Clari.

Developers are the core users, while engineering leaders oversee organization-wide deployment and controls. Product and project teams can also use Droids to turn discussions or tickets into specifications and assigned work. Factory identifies several practical workflows: implement features from tickets, diagnose incidents, research codebases, manage issue queues, and review pull requests. Its technology-industry page also describes bug fixing, legacy-code modernization, API work, database changes, and infrastructure automation.

Public customer examples point most clearly to software and technology companies. Factory also lists customers from other sectors, including Bayer and EY. It does not publish adoption shares by industry. The company does not identify a primary geographic market. Its enterprise page says the platform supports major programming languages and frameworks. The page says it communicates in more than 40 languages. That describes product coverage, not customer location.

Pricing & Business Model

Factory monetizes Droid through individual subscriptions, consumption-linked usage, and custom enterprise contracts. Its published individual prices are $20 per month for Pro and $200 per month for Max. Plus pricing was not visible in the fetched official plan details.

Individual subscriptions include Factory’s app, CLI, and SDK, with usage controlled by rolling five-hour, seven-day, and 30-day limits. Max provides about ten times Pro’s usage. When included usage runs out, users can purchase prepaid Extra Usage credits, starting at $10 with no expiry. The official documentation also describes a free pool of open-weight Droid Core models with separate rate limits. This is a limited free model allowance, not evidence of a free subscription tier.

Factory sells higher-tier offerings to teams and enterprises. The company describes team plans with centralized billing. Its enterprise plans offer custom usage limits, dedicated compute, support, and deployment options. It does not publish enterprise prices on the reviewed pricing pages. Sacra characterizes the model as a blend of subscriptions and usage-based consumption. In Sacra’s view, enterprise contracts add seats, shared usage commitments, compute, and support.

Factory has not publicly disclosed revenue in the sources reviewed. Sacra estimates annualized revenue reached $60 million in March 2026, up from $5 million at the end of 2025. These are third-party estimates, not company-reported results. No company-specific total addressable market figure appeared in the reviewed sources.

Chiri Analysis

Chiri Score: 82/100

Verdict

Best for:

• Engineering organizations with hundreds to thousands of engineers

• Teams with large, complex, or legacy repositories needing multi-file changes and migrations

• Enterprises that require SOC 2 Type II, ISO 27001, and ISO 42001 certifications

• Teams that want agents across IDEs, CLI, Slack, Jira, and CI/CD pipelines

• Organizations that want to choose their own model provider and keep code local

Not for:

• Buyers who need published enterprise or team pricing before engaging sales

• Developers who only want lightweight inline autocomplete

• Teams that cannot govern and review autonomous agent output

• Buyers who need independent proof of productivity before purchase, since ROI figures are vendor-reported

Head-to-head

Frequently Asked Questions

Is Factory SOC 2 compliant?

Yes. Factory's enterprise documentation lists SOC 2 Type II, ISO 27001, and ISO 42001. ISO 42001 is a standard for AI management systems. Factory's marketing security page still describes an earlier SOC 2 Type I achievement.

How much does Factory cost?

Factory lists Pro at $20 per month and Max at $200 per month. Max includes about ten times Pro's usage. Plus pricing was not visible on the official plans page. Extra Usage credits start at $10 and never expire. Enterprise pricing is not published.

Does Factory upload my code or train on it?

No. Factory says Droid reads and modifies repositories locally. It does not upload or index code into a remote datastore. Factory says it does not use customer code as training data. Prompts and context go to the model endpoint the customer configures.

Is Factory good for enterprise?

Yes. Factory typically works with organizations that have hundreds to thousands of engineers. Named customers include MongoDB, EY, Bayer, Zapier, and Clari. Enterprise options include custom usage, dedicated compute, onboarding, support, and deployment features. Factory had no seat minimums at its May 2025 launch.

Who are Factory's competitors?

Factory's main competitors are Cursor and Cognition's Devin. Cursor centers on an AI-assisted IDE, or integrated development environment. Devin competes on delegated, autonomous coding tasks. Factory competes on broader software lifecycle coverage and choice of model and interface.

Which tools and IDEs does Factory work with?

Droid works in the CLI, browser, Slack, VS Code-family editors, JetBrains IDEs, Vim, and Zed. Factory lists GitHub and GitLab as native integrations. It also integrates with Jira. The droid exec command runs non-interactive tasks in scripts and CI/CD pipelines.

How much funding has Factory raised?

Factory raised a $5 million seed round led by Sequoia and Lux in November 2023. In April 2026, it raised a $150 million Series C at a $1.5 billion valuation. Factory reported six consecutive months of doubled monthly revenue at that time.

Who founded Factory?

Matan Grinberg and Eno Reyes founded Factory in 2023. Grinberg was a UC Berkeley PhD student when he met Sequoia partner Shaun Maguire. He then left Berkeley and joined Reyes to build Factory.

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Reviewed by Chiri Atlas Research Desk (AI Tooling Analyst) on 2026-10-19.