Figma's AI Agent Was Eating Its Margins. As of Tuesday, You're Paying for It.

Figma ran its design agent for free for four and a half months while Anthropic and Google launched design tools built on the models Figma rents. On Tuesday it started charging customers for it.

On Tuesday, Figma took its design agent out of beta. The release notes led with faster responses, a way to search Figma files from inside a chat, and guidelines teams can write so the agent understands their design libraries.

Figma's help center carried the bigger change. Since October 6, every prompt to the agent draws down Figma AI credits, from the same pool customers already spend on Figma Make. During the beta, it cost them nothing.

Figma paid for it instead, and its last earnings report showed how much. Putting the agent on credits is the most direct step it has taken toward getting its AI revenue ahead of its AI costs, in a year when the labs that supply its models started competing with it and its stock lost most of its post-IPO value.

What came out of beta

The agent first reached paying customers on May 20 as a sidebar inside Figma Design, connected to a team's components, variables and comment threads. Designers used it to generate layout options, bulk-edit layers, fill screens with realistic copy and summarize feedback.

The general release, according to Figma's release notes, adds the configurable guidelines, the ability to pull other Figma files into a chat, and lower latency. The Verge reported that users can now see what their colleagues' agents are working on. Generative plugins and custom skills came out of beta the same day.

Figma's launch post features teams at Uber, Granola and Atlassian and says the new version wins about 60 percent of the time in evaluations graded by professional designers. Figma hasn't said what it was compared against. Full seats on Professional, Organization and Enterprise plans get the agent, Starter accounts get a limited version, and Collab, Dev and View seats can use it in drafts.

Revenue up 48 percent, stock down 15

Figma reported its second quarter on August 5. Revenue rose 48 percent to $370.1 million, its third straight quarter of faster growth. Net dollar retention came in at 136 percent, and the company raised its full-year guidance to between $1.463 billion and $1.467 billion.

Shares closed down 14.9 percent the next day. Cost of revenue was up 117 percent, mostly from AI infrastructure and hosting, and management told analysts it was running AI features it didn't yet charge for, the beta agent among them.

People were using those features. More than 80 percent of paying customers above $10,000 in annual recurring revenue used AI credits every week, and over a fifth of weekly credit users reached Figma's AI only through the agent. On the same call, Figma said its chief product officer and chief marketing officer were leaving, and it guided third-quarter growth down to about 36 percent.

We wrote about this problem last month, after Canva's backers marked it down by $7 billion. A subscription gets priced once a year, the model behind it costs money every time someone uses it, and the company in the middle rents that model from someone else. Canva is private, so its investors repriced it on their own schedule. Figma's shareholders did it in one trading session.

Its suppliers became its competitors

In February, Google released Stitch, a free AI design tool. Two months later came the week we covered on State of Brand. On April 14, Anthropic's chief product officer, Mike Krieger, resigned from Figma's board, and three days later Anthropic launched Claude Design, which reads a company's codebase and design files and passes finished work to Claude Code. Figma's stock fell 7 percent that day.

Figma had been building Claude into its own products, and Claude runs Figma's federal AI offerings. One of the companies supplying Figma's AI was now selling a design tool of its own.

Figma lost 52 percent of its market value in the first half of the year while beating revenue estimates. On May 28, the activist fund Findell Capital wrote to the board asking for an independent investigation into the timing of Krieger's exit, and noted that two remaining directors have financial exposure to Anthropic through their venture firms. After the August report, the stock closed at $23.97, against a post-IPO high near $143.

We've argued that the frontier labs are selling inventory and calling it a moat. Figma's year shows what that looks like from the customer's side. A company that builds its product on a lab's model can wake up to find the lab selling the same product.

Figma opened the canvas

Figma hasn't responded by closing its files off. In March, it let outside agents write directly to the canvas through a use_figma tool on its MCP server, so Claude Code, Codex, Cursor and others can create and edit native Figma files. It also added skills, markdown files that teach an agent how a particular team builds. Figma's explanation was that AI-generated designs look generic because agents don't know a team's standards, and Figma is where those standards are kept.

Much of SaaS went the other way this year. Slack, HubSpot and others restricted what outside agents could reach. Figma is betting that if agents are going to do design work anyway, the company holding the design system becomes the place they all write to.

Its own agent is how it gets paid for that. Figma says the agent uses models fine-tuned for product design, and management has pointed to model routing and its own models as the way to bring inference costs down. The new guidelines feature applies the skills idea to Figma's own agent, so a team's design system works as a set of instructions.

As frontier models converge, more of the value sits in the context, permissions and workflow around them. Figma holds a decade of its customers' components, tokens and libraries. That protects it only as long as customers keep building them in Figma.

Where design software goes from here

Generation is going to the labs. A prompt that turns into screens now comes with a Claude or Gemini subscription. What the labs don't have yet is the record a company's product actually ships from, meaning its libraries, tokens and file history. Companies that own neither are the token resellers we described in April. Canva took another route and positioned itself as the collaboration and publishing layer Claude Design hands work off to.

Pricing is moving from seats to usage. Figma began charging for AI credits in March and has now put its main agent on the same meter. For the fifth of its AI users who only touch the agent, a seat price no longer describes what they're paying for. HubSpot made the same change in CRM, and design companies renting their models will be next.

Designers will spend more time writing the rules agents follow and less time drawing screens, which matters for brand too. AI can now copy everything except a company's data and its opinion, and a design system holds both. Teams that let agents design from defaults will ship products that look like everyone else's.

Figma has already said what this means for its own headcount. CFO Praveer Melwani told Fast Company the company is hiring fewer people than it planned because AI lets its staff do more.

What to watch

Figma still has a strong case. Revenue is accelerating, retention is high, and a team that has standardized on Figma libraries has real reasons not to leave. Claude Design exports HTML rather than native Figma files, so a lot of work that starts there still ends up on Figma's canvas.

The fourth quarter is the first in which the agent bills, and gross margin is where that should show up first. Credit limits come next. The agent shares a pool with Figma Make, and teams that run out will either buy more credits or use the agent less, which will tell Figma what it's worth to them.

The longer question is where design work starts. If more of it begins in Claude Design, Stitch or a coding agent and reaches Figma only for cleanup, Figma becomes a finishing tool. If those agents keep writing into Figma files, it becomes the system of record it is betting on. Dylan Field has said he tells his team to ignore the stock price and focus on the inputs. Since Tuesday, one of those inputs shows up on the customer's bill.