Our take: Sovereign, model-independent SDLC automation with governance controls and clear tiering from $20/mo (Pro) to Enterprise.
Main limitation: No free plan; Pro starts at $20/mo; Teams capped at 10 seats; Enterprise features (SSO, ZDR) require Business tier minimum.
By the AI Tool Atlas editors.
Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means
Who should use Factory
Sovereign, model-independent SDLC automation with governance controls and clear tiering from $20/mo (Pro) to Enterprise. Based on the vendor's documentation, not on a hands-on test.
Best for: Professional developers automating code tasks
Also a good fit for
Engineering teams with SDLC automation needs
Enterprises requiring governance and data control
Consider another tool if need free tier or low-cost entry point
Or if
Team exceeds 10 members (requires Business/Enterprise)
Require SSO or zero-data-retention (Business/Enterprise only)
Factory in the news
Headlines from US outlets, selected automatically — not endorsements. Updated Oct 12, 2026
For: Large enterprises requiring on-premise deployment, unlimited seats, and dedicated support
Limits
Unlimited team members
Dedicated compute with partitioned inference pool
2 more
Full admin controls
Data residency options
Includes
Agent-readiness Improvement Program
Enterprise-specific automation cookbook
4 more
On-premise deployment options
Sub-organizations support
Dedicated Account Manager and Customer Engineer
Priority support with SLAs
API included
Usage caps, credits and extra costs
Model usage costs vary by bring-your-own-keys vs. Factory-managed models; no explicit per-token costs listed
Not documented; likely varies by region and tax jurisdiction
What is Factory, and how does it work?
Factory is a platform for software development with autonomous coding agents called Droids. Droids plan, implement, review and validate changes, running in a desktop app (macOS/Windows), terminal CLI, web, and mobile interfaces, with cloud and local background agent options. The platform adds code review on pull requests, automations, auto-updating repository wikis, model routing across providers (GPT-5, Claude, Gemini), usage analytics and agent-readiness scoring. Business and Enterprise tiers add SSO, audit logs, zero data retention and on-premise options.
Factory's official site: how the product presents itself. factory.ai, captured Oct 1, 2026
What you provide and what you get back
What you give Factory and what comes back, from its documentation
You provide
Code repositories (GitHub, GitLab)
Development task descriptions
Pull requests for review
Codebase context and documentation
You get back
Implemented code changes and pull requests
Automated code review comments
Updated repository documentation (AutoWiki)
Usage analytics and agent-readiness reports
Where you can use it
Platforms
Desktop (macOS M-series, Intel; Windows x64, ARM64), CLI (Homebrew/npm), Web & Mobile (app.factory.com sessions), API (headless execution)
Account
Required
Models / versions
GPT-5, Claude Opus, Claude Sonnet, Gemini, and other frontier and open-weight models
Where Factory is most useful
Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.
Delegating coding tasks to an agent
Who
Individual developers and engineering teams
You provide
Code repository, task description (e.g., 'Add OAuth2 authentication to signup')
Expected result
Working code implementation opened as pull request, ready for review
Agents run on Factory's managed cloud (Droid Computers) or user's local machine Persistent sessions and dedicated compute for background work
Access: Cloud sessions: Pro+; Droid Computers (dedicated): Plus+Limit: Droid Computers limited to Plus and higher tierssource (opens in a new tab)
PR code review
Automatically reviews pull requests with inline comments and issue detection Catch bugs and style issues before merge, reduce manual review burden
Access: All plansLimit: Review thoroughness scales with model quality and repository contextsource (opens in a new tab)
Model routing across LLMs
Automatically routes tasks to optimal model (GPT-5, Claude, Gemini, etc.) balancing quality, speed, cost Not locked into single LLM provider; flexibility for cost optimization
Access: All plansLimit: Model selection may require bring-your-own-keys (BYOK) or Factory-managed keyssource (opens in a new tab)
Pros, cons and deal-breakers
Where Factory is strong
Desktop apps for macOS and Windows plus CLI and web Accessible from developer's preferred environment without context switchingdocumentedsource (opens in a new tab)
Sovereign, model-independent routing Not locked into single LLM provider; use any supported frontier or open-weight modeldocumentedsource (opens in a new tab)
Enterprise controls: SSO, SCIM, SAML, ZDR, audit logs, sub-organizations Enterprise-grade security, compliance, and governance for regulated teamsdocumentedsource (opens in a new tab)
Clear, transparent tiered USD pricing from $20/mo Predictable costs with documented usage limits per tier; no surprise billingdocumentedsource (opens in a new tab)
Limitations to check before paying
No free plan; Pro starts at $20/mo Not accessible for free trial at scale; minimum $20/mo commitment for any usagedocumentedsource (opens in a new tab)
Usage bounded by rolling rate limits per plan Heavy usage restricted to Plus ($100/mo ~5x) or Max ($200/mo ~10x); overage requires upgradedocumentedsource (opens in a new tab)
SSO, SAML, ZDR, and full admin controls only on Business/Enterprise Mid-size teams (Teams plan) lack identity management and data residency optionsdocumentedsource (opens in a new tab)
Teams plan capped at 10 seats ($60/mo + $40/mo per seat) Teams exceeding 10 must move to custom Business/Enterprise pricingdocumentedsource (opens in a new tab)
How to use Factory for delegating coding tasks to autonomous agents for implementation and PR review
Factory documentation: where the steps below come from. docs.factory.com, captured Oct 1, 2026
Set up Factory
Sign up at factory.com/pricing and select Pro plan ($20/mo minimum)
Download Factory App (macOS or Windows) or install Droid CLI via Homebrew/npm
Authenticate with GitHub or GitLab and connect your code repository
Configure repository context (README, architecture docs) for Droid understanding
Create your first mission by describing a task in natural language
Example: delegating coding tasks to autonomous agents for implementation and PR review
Open Factory App and select your repository
Click 'New Mission' and describe: 'Add OAuth2 authentication to signup form using existing auth library'
Droid creates a plan, shows estimation, then implements the feature in a branch
Review Droid's PR with inline code review comments and suggested changes
Merge to main if satisfied, or iterate with Droid for refinements
Review and export the result
Verify code quality by reviewing Droid's inline PR comments and checking for issues
Run CI/CD pipeline to confirm tests pass and no regressions introduced
Check Agent Readiness dashboard to see task success score and usage analytics
Example prompt suggested by our editors (not a recorded output of the product)
Add OAuth2 authentication to the signup page with Google and GitHub providers, using the existing passport.js library, include unit tests for new flow, and update the API docs.
Factory integrations and API
Factory documentation (continued). docs.factory.com, captured Oct 1, 2026
Native integrations and export formats
Export: Git code diffs (PR-ready), PR comments and reviews, AutoWiki documentation, Usage reports and analytics
API access and separate billing
Factory has no public API in its official documentation. API for driving sessions, computers, wikis, and analytics programmatically API documentation ↗
Privacy, data use and commercial rights
Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.
How your inputs and outputs are handled
Code repositories, PR contents, and task descriptions processed for agent analysis and code generation
Not documented in official pages
Standard retention; Zero Data Retention (ZDR) available on Business/Enterprise plans
Commercial use and plan restrictions
Users own code generated by Factory
ZDR and audit logging only available on Business/Enterprise plans
Factory supports all leading frontier and open-weight models, including latest versions of GPT-5, Claude Opus and Sonnet, Gemini, and others. Full model list available in Factory documentation. source (opens in a new tab)
Who owns the code generated by Factory?
Users own the code generated by Factory's agents (specific ownership terms in user agreement) source (opens in a new tab)
Can I use my own API keys?
Yes, users can bring their own LLM API keys for model routing and avoid reliance on Factory-managed keys source (opens in a new tab)
What happens if I exceed my usage limits?
Usage is bounded by rolling rate limits per plan tier (Pro, Plus ~5x, Max ~10x). Exceeding limits requires upgrading to a higher plan tier. source (opens in a new tab)
Which features are included in each plan?
Pro includes desktop/CLI/SDK and cloud/local agents. Plus adds Droid Computers for dedicated compute. Max adds early feature access. Teams adds centralized billing for 2-10 members. Business/Enterprise add SSO, ZDR, audit logs, and custom usage limits. source (opens in a new tab)
Sources and review methodology
Official sources and verification dates
Factory homepagehomepage · checked Oct 1, 2026 · Product overview, Key features (Control, Governance, Value), Platform capabilities (Analytics, Droid Computers, Agent Readiness, Mission Control, Automations, Model Routing, Code Review, AutoWiki)
Factory pricingpricing · checked Oct 1, 2026 · Pro $20/mo plan details, Plus $100/mo plan details, Max $200/mo plan details, Teams $60/mo + $40/mo per seat plan details, Business and Enterprise custom tiers, FAQs on models, code ownership, BYOK, limits, plan features
Factory documentationdocs · checked Oct 1, 2026 · Getting started guides (desktop app, CLI, web), Product surfaces (desktop, CLI, web, cloud), Software Factory (automation, SDLC), Enterprise deployment and security, API reference
Not verified: Privacy policy detailed contents (factory.ai/privacy returned 404); Specific training data usage policy for generated code; Exact model availability per individual plan tier; Trial period duration and any free trial availability; Tax/VAT treatment and regional pricing variations; Payment methods and billing cycle options; API rate limiting and pricing for API usage.
How we documented and maintain this page
Every fact about Factory above comes from the 3 official pages listed here, last compared on Oct 1, 2026; we have not run Factory ourselves, so it has no editorial score. How we check and re-check pages.
Article updated Oct 2, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error