Droids by Factory: status and timeline

Milestones

No announced next step

Company founded2023Complete.
Seed funding closes, $5MNov 2023Complete.
Series A funding closes, $15M at $120M valuationJun 2024Complete.
Series B funding closes, $50M at $300M valuationSep 2025Complete.
Series C funding closes, $150M at $1.5B valuationApr 2026Complete.
Hundreds of thousands of daily active developersSep 2026Complete.
Series D funding closes, $200M at $5B valuationSep 2026Complete.

Most important updates

Factory raises $200M Series D at $5B valuation; total funding exceeds $400MSep 2026
Factory raises $150M Series C at $1.5B valuation; used by enterprise engineering teamsApr 2026
Factory raises $50M Series B at $300M valuationSep 2025
Factory raises $15M Series A led by Sequoia Capital for autonomous coding agentsJun 2024

Current obstacles

Large codebase understandingMulti-million-line repositories exceed current context windows, forcing the Droid to work in fragments.
Explaining failures to usersWhen a Droid's plan doesn't work, providing clear diagnostics and allowing safe human override is essential for adoption.
Security and production readinessAutonomous code changes in production systems require strong isolation, approval workflows, and audit trails.

Physics limits

Context window sizeEven the largest LLMs struggle to understand entire large codebases. Changes are often confined to one file or a small set of related modules.
Understanding implicit design patternsCodebases often follow undocumented conventions, idioms, and architectural patterns that require reading documentation or talking to the original authors.
Testing coverage dependencyA Droid can only verify its changes through tests that exist. Missing tests or flaky tests limit confidence in automation.

How it works

4 parts

Specify outcome

Tell the Droid what you want done

Specify a goal: 'Fix database bug', 'Refactor auth', 'Review PR'. No step-by-step instructions needed.

Explore and plan

Droid reads the codebase

The Droid explores the repository structure, reads relevant files, understands the architecture, and creates a plan of changes.

Edit and test

Droid makes changes and verifies

It edits files, runs tests locally, inspects failures, and revises its work until tests pass or goals are met.

Submit for review

Droid creates a pull request

The Droid submits a diff or pull request with a clear description. A human engineer reviews and approves before merging.

Spec sheet

Spec	Droids
Daily active developers	Hundreds of thousands^R (reported)
Enterprise customers	NVIDIA, EY, RBC, Palo Alto, Adyen, Adobe^R (reported)
Supported LLMs	Claude (Anthropic), DeepSeek, others^R (reported)
IDE and tool integrations	VS Code, CLI, SDK^R (reported)

^R reported by the company

Update log

4 updates

About Factory

The team behind Droids

Factory

AI coding agents, enterprise automation

Factory builds autonomous AI agents (Droids) that handle multi-step engineering tasks. Developers specify outcomes (bugs, refactors, reviews) and Droids plan, code, test and submit pull requests. Used by NVIDIA, Adobe, EY, Palo Alto Networks, Royal Bank of Canada, and Adyen.

$200M Series D in September 2026 at $5B valuation, up from $1.5B in April.
Autonomous agents explore code, plan changes, run tests, revise, and submit PRs.
Hundreds of thousands daily active developers. Standardized at EY and RBC.

factory.ai (opens factory.ai)Company profile →

Founded: 20233 yrs
Headquarters: United States
Status: Private
Valuation: $5BprivateSep 2026
Raised: $420M5 rounds
Last round: Series D · $200MSep 2026
Works in: AICoding agents
Coverage: 1 program · 4 updateslatest 1 Sep 2026checked 10 Oct
Lead investors: BlackstoneKhosla VenturesNEASequoia Capital
Customers: NVIDIA (opens nvidia.com)EY (opens ey.com)Royal Bank of Canada (opens rbc.com)Palo Alto Networks (opens paloaltonetworks.com)Adobe (opens adobe.com)Adyen (opens adyen.com)
Investors: Sequoia Capital (opens sequoia.com)Khosla Ventures (opens khosla.com)
People: Matan Grinberg (opens linkedin.com)Co-founderEno Reyes (opens linkedin.com)Co-founder

Spec

Droids

Daily active developers

Hundreds of thousands^R (reported)

Enterprise customers

NVIDIA, EY, RBC, Palo Alto, Adyen, Adobe^R (reported)

Supported LLMs

Claude (Anthropic), DeepSeek, others^R (reported)

IDE and tool integrations

VS Code, CLI, SDK^R (reported)

Droids

Milestones

Most important updates

Current obstacles

Physics limits

How it works

Tell the Droid what you want done

Droid reads the codebase

Droid makes changes and verifies

Droid creates a pull request

Spec sheet

Update log

Sep 2026

Apr 2026

Sep 2025

Jun 2024

About Factory

Current obstacles

Physics limits

How it works

Tell the Droid what you want done

Droid reads the codebase

Droid makes changes and verifies

Droid creates a pull request

Spec sheet

Update log

Sep 2026

Apr 2026

Sep 2025

Jun 2024

About Factory