F

Factory

Agent-native development platform automating lifecycle

Overview

Factory builds an enterprise software platform that automates the full software lifecycle using autonomous agents called Droids. These Droids handle planning, coding, testing, deployment and documentation inside existing developer workflows (IDEs, CLIs, and CI/CD pipelines). The product works by integrating into current toolchains and routing work through a governed, end-to-end software factory that tracks Agent Effectiveness and supports deployments across cloud, on‑premises, and air‑gapped environments. Factory sets itself apart by offering a single, managed software factory rather than a collection of separate coding agents, and by tying together model routing, governance, and cross‑environment deployments for large organizations. Its goal is to scale research, product development, and global go‑to‑market efforts to help enterprise customers automate and streamline the entire software creation process.

Work here?Claim your company

About Factory

Simplify's Rating
Why Factory is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Enterprise SoftwareAI & Machine Learning

Company Size

501-1,000

Company Stage

Series C

Total Funding

$420M

Headquarters

San Francisco, CA

Founded

2023

Get referred to Factory

See people who can refer or advise you

Simplify Jobs

Simplify's take

What believers are saying

  • Factory raised $200 million on September 15, 2026 at a $5 billion valuation.
  • Menlo Ventures invested in Factory on October 5, 2026 after the Khosla dispute.
  • Factory acquired HumanLayer and Typedef in October 2026, expanding collaboration and data context.

What critics are saying

  • Cognition’s $48 billion September 2026 raise makes Factory a smaller second-place rival.
  • The September 30, 2026 Degnan conflict exposed governance risk and damaged board trust.
  • If enterprises reject autonomous coding after a security failure, Factory’s platform category collapses.

What makes Factory unique

  • Factory’s Droids cover planning, coding, testing, deployment, and documentation in one governed system.
  • Factory supports cloud, on-premises, and air-gapped deployments for regulated enterprises.
  • Factory’s model routing and Agent Effectiveness metrics give enterprises measurable control over agent work.

Help us improve and share your feedback! Did you find this helpful?

Funding

Total Funding

$420M

Above

Industry Average

Funded Over

5 Rounds

Series C funding is usually for startups that are doing well and are looking for more money to fuel major growth, such as acquiring other companies, expanding into global markets, or launching new product lines. Investors typically include larger venture capital firms and private equity.
Series C Funding Comparison
Above Average

Industry standards

$50M
$50M
$62M
$100M
$200M

Benefits

  • Hybrid Work Options
  • Flexible Work Hours
  • Remote Work Options
  • Paid Vacation
  • Wellness Program
  • Mental Health Support

Company News

Phemex
Nov 4th, 2026
Factory acquires coding agent platform HumanLayer and plans to open-source it

Factory, an enterprise AI software engineering company, has acquired HumanLayer, a platform for collaborating with coding agents. HumanLayer co-founders Dex Horthy and Kyle Mistele will join the Factory team. HumanLayer will be open-sourced after the deal. The acquisition reflects consolidation in AI coding tools as companies race to build integrated development platforms. During the transition, existing users can export their data, move to Factory's platform, or self-host the open-source version of HumanLayer.

Typedef
Oct 30th, 2026
Factory acquires Typedef to give AI engineering agents deep data context

Factory has acquired Typedef, the startup announced on October 30, 2026. Financial terms were not disclosed. Typedef was founded almost three years ago to rethink how data teams build software with AI. It open-sourced Fenic and built technology that gives AI agents context about enterprise data systems, including which pipelines, models, and dashboards depend on one another. Factory builds autonomous engineering agents. Typedef's co-founders, Yoni Michael and Kostas Pardalis, say the two companies were pursuing the same future from different directions. The Typedef team will keep building at Factory. A product called Data Droid is coming soon.

Jingletree
Oct 16th, 2026
.

. 2 hours ago 22 For decades, the unwritten rule of venture capital was that a firm doesn't back two companies that compete head-on. But speaking at TechCrunch Disrupt earlier this week, the partners of Benchmark readily acknowledged that the AI boom is straining that rule. It's been on the verge of snapping for some time. The towering AI labs OpenAI and Anthropic share dozens of the same investors at this point. Then, at the end of September, Factory, a startup that builds an AI agent to write software, said it was firing board observer and adviser Chris Degnan for "unethical conduct involving Cognition," its direct rival and the maker of the Devin coding agent. Factory's CEO alleged Degnan had discussed a job at Cognition while privy to Factory's board-level discussions. Degnan said he had already resigned and denied sharing anything confidential. Soon after, he announced he was joining Cognition as chief revenue officer. Powerhouse investor Vinod Khosla sided with Degnan on X, blasting Factory's CEO and calling the company "a struggling second tier competitor." Khosla Ventures backs both companies. Even Benchmark, a firm whose reputation rests on 10-to-15-year partnerships with founders at the earliest stage, said the old rule can no longer be counted on. Asked at Disrupt whether the pact against backing rivals still holds as portfolio companies expand into each other's territory, its partners described the conflicts as a matter of necessity, not preference. "The harsh reality of this world is every company is evolving very quickly," said Eric Vishria. Companies pivot and change, he said, and "you are going to get conflicts, and that's just the reality of the current dynamic." Vishria said Benchmark stays committed to each founder and keeps what it learns confidential, and he downplayed how much a VC could pass along anyway: "We are not product or technology experts." Seemingly referring to the Factory-Cognition dispute, he said Benchmark has been fortunate not to land in "that type of insane direct conflict." Exclusivity, he said, remains "really important" at the very early stage Benchmark favors. "But things are evolving. There's no doubt about that." Chetan Puttagunta said AI is accelerating the problem. As the cost of building software "effectively goes to zero," he said, founders are "incredibly ambitious." Because they now see a "surface area" and want to claim all of it, he continued, "[i]t's probably going to happen more, where you start to run into each other." He drew a line between a direct competitor at the outset, which he called "an easy answer," and a portfolio company that expands into another's turf over time. "That happens," he said. Peter Fenton called the issue "kryptonite" and the firm's toughest problem. He described a spectrum of how investors relate to their companies. At one end is the co-founder, who would never work on a competing company. At the other is the public-market stock picker, who can own several rivals because he is merely allocating capital, not shaping any of them. Benchmark sits nearer the co-founder end, Fenton said, and treats transparency as a golden rule. "There shouldn't be the surprise after the fact." If a conflict does emerge, a founder should never feel shortchanged, he added. Benchmark isn't declaring the pact dead. At the same time, when a firm that built its name on loyalty says conflicts are coming, founders might rightly wonder who else will be this candid. When you purchase through links in its articles, Jingletree may earn a small commission. This doesn't affect its editorial independence. * Homepage * TechCrunch * Even Benchmark thinks AI is eroding the venture pact against backing rivals

Intelpro
Oct 5th, 2026
After Factory s public spat with Khosla, Menlo proudly invests.

After Factory s public spat with Khosla, Menlo proudly invests. Days after Vinod Khosla called Factory a struggling also-ran, Menlo has shown up with a check and a glowing blog post. Menlo Ventures partner Matt Murphy and his team announced Monday in a blog post that the firm has invested in AI coding startup Factory. Menlo declined to comment on how much it invested but said the deal was part of Factory's latest funding round announced last month at a $5 billion valuation. A source familiar with the deal told IntelPro the investment was significant to Menlo - not a token gesture - and that Menlo would have invested more had there been room on the cap table. Ordinarily, something like this wouldn't necessarily be news; startups often extend previous rounds to add new investors. But last week, Factory co-founder and CEO Matan Grinberg was embroiled in a very public airing of dirty laundry when he alleged that he had fired investor Chris Degnan of firm RPT Partners from his role as board advisor. Grinberg said he feared Degnan may have shared confidential information with Factory's biggest competitor, Cognition. The accusation followed Degnan's move to Cognition as its chief revenue officer. A who's who of the tech industry came out of the woodwork either to support Degnan and condemn Factory, or vice versa, but none was more surprising than Vinod Khosla. Khosla's firm is an investor in both Factory and Cognition. But that didn't stop the venerable VC from calling Factory a desperate "struggling second tier competitor," and accusing Grinberg of lying about firing Degnan and impugning his character. Degnan disputed Grinberg's story, saying he resigned and that he'd rebuffed a competing job offer from Grinberg. So Menlo's full-throated endorsement of Factory, which praised its founders, its tech, and its relationship with its customers, is more than a feather in Factory's cap. It's a statement that Factory is not in the state that Khosla implied it was. Murphy famously bet his firm on Anthropic back when it appeared to be an also-ran to OpenAI and has been on a hot streak ever since, landing deals with Lovable and Legora, for instance. So now some VCs are calling Factory "the next Anthropic." Sequoia's Shaun Maguire, also a Factory backer who came out on X in support of Grinberg last week, appears thrilled with Menlo's endorsement, saying the firm is "on a tear." Notably, Menlo is not an investor in competitor Cognition.

Silicon Valley Daily
Oct 5th, 2026
Menlo Ventures invests in Factory.

Menlo Ventures invests in Factory. SAN FRANCISCO - Factory, a company specializing in self-improving software development, announced that Menlo Ventures has invested in the company, led by Matt Murphy, Managing Partner. Murphy has spent more than two decades investing through major shifts in enterprise technology and has emerged as a leading investor in the AI era. At the outset of the generative AI transformation, he led Menlo's pre-product investment in Anthropic and has since backed companies reshaping the AI and software development stack. His investment in Factory reflects a shared view of where software development is heading: toward autonomous software engineering that is governable, flexible, and measurable. "Matt is one of the legends of Silicon Valley. High integrity, high conviction, and incredible results. He has a track record of recognizing winners before they become obvious," said Matan Grinberg, CEO and cofounder of Factory. "We are moving from a world where engineers build software to a world where engineers build the factories that build the software. Matt and Menlo share our conviction in that future, and we're excited to have him on board as we build it." Factory is building for a future in which every enterprise operates its own autonomous software factory, with engineering teams defining intent and governing outcomes while autonomous systems carry work from an idea through implementation and ongoing improvement. As enterprises entrust more software development to autonomous systems, Factory believes they will need greater control over those systems, including which AI models they use, where their software and engineering context reside, and how autonomous work is governed. Factory is built around model independence, sovereign intelligence, and continual improvement, allowing organizations to operate autonomous software development within their own security, infrastructure, and governance requirements. Discover more Read Daily News Find VC Investors Venture Capital "Matan, Eno and the Factory team are building for a shift in software that I believe will be every bit as significant as the shifts we've seen in AI models themselves," said Murphy. "When we invested in Anthropic, there was plenty of skepticism that they could overcome larger competitors. They stayed focused on the things that mattered and the results speak for themselves. I see that same combination of principles, talent, and execution at Factory. There's a lot more coming, and I'm thrilled to be part of the journey." Factory works with organizations including NVIDIA, Blackstone, Palo Alto Networks, Adyen and EY. The company recently raised a $200 million funding round at a $5 billion valuation and has expanded globally with offices in San Francisco, New York, London and Japan.

Recently Posted Jobs

Sign up to get curated job recommendations

Factory is Hiring for 67 Jobs on Simplify!

Find jobs on Simplify and start your career today

Don't see your dream role? Check out thousands of other roles on Simplify.Browse all jobs