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Factory AI

Autonomous droids for enterprise engineering

Coding
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From $20/moFactoryFounded 2023Reviewed Aug 2026

Our take

Our verdict

6.8/10

Enterprise platform for autonomous coding agents called Droids that write code, run tests, review pull requests and handle documentation across an org's repos.

Best for: Engineering organizations that want autonomous agents embedded across the SDLC with enterprise governance, not just an in-editor assistant.

Overall score6.8/10
Capability8.0
Ease of use6.0
Value for money6.0
Reliability7.0
Support & docs6.0

Pros

  • Covers the full development loop — code, tests, PR review, docs, deployment — rather than autocomplete alone
  • Droid CLI, desktop app and SDK share one platform, so agents can be scripted or driven interactively
  • Droid Core open-weight models are included at no extra usage cost, extending the plan allowance
  • Serious enterprise controls: SSO, SAML/SCIM, zero data retention, audit logs and per-agent autonomy limits
  • Well capitalized and enterprise-proven — $150M Series C at a $1.5B valuation in April 2026

Cons

  • No free plan — only a one-hour trial on signup, which is thin for evaluating an autonomous agent
  • Rate limits run on overlapping 5-hour, 7-day and 30-day rolling windows, which is harder to reason about than a simple monthly quota
  • Real capacity on the $20 Pro tier is modest; meaningful autonomous work tends to need Plus at $100/mo or above
  • Enterprise orientation means more setup and policy configuration than single-developer tools require

Overview

Factory was founded in 2023 by Matan Grinberg and Eno Reyes to build "Droids" — autonomous agents that take on software development work end to end rather than sitting inside an editor suggesting completions. A Droid can pick up a task, write the code, run the test suite, open and review a pull request, update documentation and carry the change toward deployment. The platform ships three ways to reach the same agents: a desktop app, the Droid CLI, and a Droid SDK for scripting agents into existing pipelines.

The company raised a $150M Series C at a $1.5B valuation in April 2026, led by Khosla Ventures with Sequoia, Blackstone and Insight Partners participating. Factory says Droids are used daily by developers at organizations including Nvidia, Adobe, EY, Palo Alto Networks, MongoDB and Zapier — a customer list that reflects the product's enterprise-first positioning.

That positioning shows in the governance surface. Business and Enterprise tiers add SSO, SAML/SCIM provisioning, zero data retention, audit logging and admin control over which models Droids may use, what autonomy level they operate at, and what network access they get. Enterprise adds on-premise deployment, customer-managed encryption keys and dedicated partitioned inference. An "agent-readiness" dashboard scores how prepared a given codebase is for agentic work, which is a more honest framing than most competitors offer.

Usage is the friction point. There is no free tier — signup gives a one-hour trial — and paid plans meter against overlapping 5-hour, 7-day and 30-day rolling rate limits rather than a single monthly number. Once standard usage is exhausted, work continues on the free open-weight Droid Core models or on prepaid credits from a $10 minimum. Droid Core genuinely stretches a plan, but the layered limits make budgeting less transparent than a flat quota would.

Key Benefits

  • Whole-lifecycle coverage: Droids handle test runs, PR review and documentation, not only the code-writing step where most tools stop.
  • Three interfaces, one agent: Interactive desktop work, terminal-driven sessions and programmatic SDK invocation all reach the same platform.
  • Included open-weight fallback: Droid Core models keep agents working after metered usage runs out, at no extra charge.
  • Governance built in: Autonomy levels, model allowlists and network policy are admin-configurable, which is what makes autonomous agents approvable in regulated orgs.
  • Managed execution environments: Droid Computers give remote agents a clean, Factory-managed machine instead of a developer's laptop.

Use Cases

  1. Backlog burndown — Delegate well-specified tickets to Droids that implement, test and open PRs for human review, freeing engineers for design work.
  2. Automated PR review — Droids review incoming pull requests against repo conventions and flag issues before a human reviewer picks them up.
  3. Migration and modernization — Missions coordinate repetitive multi-repo changes such as framework upgrades or dependency migrations.
  4. Documentation upkeep — Agents regenerate stale docs and changelogs alongside the code changes that made them stale.
Coding Agents
Enterprise
CLI
SDLC Automation

Features

  • Droids — autonomous agents that code, test, review PRs, write docs and manage deployment steps
  • Droid CLI, Factory desktop app and Droid SDK on a shared platform
  • Cloud and local background agents with a monitoring dashboard
  • Droid Computers — Factory-managed cloud machines for remote agent execution
  • Droid Core open-weight models included at no additional usage cost
  • Missions for multi-step delegated work and bring-your-own-key model deployment
  • Agent-readiness dashboard scoring how prepared a codebase is for agentic work
  • Admin controls over model selection, autonomy levels and network policy

Pricing

Pro
$20/month
  • Factory app, Droid CLI and Droid SDK
  • Cloud and local background agents
  • Usage tracking and agent-readiness dashboard
Plus
$100/month
  • Everything in Pro
  • ~5x Pro usage allowance
  • Droid Computers for remote execution
Max
$200/month
  • Everything in Plus
  • ~10x Pro usage allowance
  • Early access to new features
Business
Custom
  • Up to 150 team members
  • SSO, SAML/SCIM provisioning
  • Zero data retention and audit logging
  • Admin controls and dedicated onboarding
Enterprise
Custom
  • Unlimited team members
  • Dedicated compute with a partitioned inference pool
  • On-premise deployment, customer-managed keys, data residency
  • Dedicated account manager and priority SLAs

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