Breaking
OpenAI, Scale & Perplexity run community on Gradual 23,000 attendees on one white-label conference Founded 2021 in San Francisco by Jerry Li $3.8M raised · backed by Yes VC & Geek Ventures Events + content + members in one branded home SOC 2 certified OpenAI, Scale & Perplexity run community on Gradual 23,000 attendees on one white-label conference Founded 2021 in San Francisco by Jerry Li $3.8M raised · backed by Yes VC & Geek Ventures Events + content + members in one branded home SOC 2 certified
Company Profile · SaaS

The community platform quietly running the AI industry

Gradual is the seamless place to host events, educate and engage members, and grow your brand.

Look at the customer wall on Gradual's website and you might mistake it for an AI conference sponsor list. OpenAI. Scale. Perplexity. HeyGen. Cognition. Then a few that don't fit the pattern - Nextdoor, GE Healthcare, Zwift, the accountants' body AICPA. What connects them is not a model or a chip. It is a question every one of these organizations eventually has to answer: where does our community actually live?

For a growing list of them, the answer is a small San Francisco company most people have never heard of. Gradual sells one thing, and it sells it in one sentence: the seamless place to host events, educate and engage members, and grow your brand. Underneath that tidy line is a bet that community is not a Slack channel or a dying Facebook group or a booth at a conference, but a piece of infrastructure worth building properly.

01 / What it isOne home instead of ten tabs

Most teams that run a community end up operating a small, badly integrated media company. There is a tool for the webinar, another for the forum, a third for the newsletter, a spreadsheet of members, and an events platform rented by the conference. None of them talk to each other, and the person holding it together spends more time copying data between tabs than talking to anyone.

Gradual's pitch is to collapse that stack. Events - online or in person, from a two-person roundtable to a multi-day, multi-track conference - sit in the same branded space as the videos, blogs, and podcasts, the member directory, the forums and channels, the 1:1 matching, and the messaging. It is white-labeled deeply enough that a member browsing GE Healthcare's community never sees the word Gradual. The logo, the buttons, the sign-in screen, the emails: all the customer's.

Everything Gradual folds into one platform
Events · conferences, webinars, roundtables, speed networking
Content · videos, blogs, podcasts, resources
People · directory, profiles, 1:1 matching, channels
Conversation · forums, messaging, group & 1:1 video
Signal · analytics, CRM & marketing-automation sync
The whole stack, one login. Each of these used to be a separate subscription. Gradual's argument is that they were never really separate jobs.

02 / The originHe built the community first

The tell that Gradual was built by someone who felt the problem is in the order of events. Founder and CEO Jerry Li did not start with a product looking for users. In 2016, years before the company existed, he founded the Engineering Leadership Community, a curated group for engineering leaders in Silicon Valley that grew past 10,000 members. Before that he ran global payments infrastructure at Groupon as a director of engineering - the kind of role where reliability is the whole job.

So the biography reads as an infrastructure engineer who spent years running a community by hand, felt every seam in the toolset, and then went and built the software he wished he'd had. Gradual launched in 2021. The mission statement is unfashionably plain: community has the power to change the world and grow your business.

That background matters more than it sounds. Community software is usually built by marketers, and it shows - pretty on the front, brittle underneath. Gradual came from the other direction. The reliability instincts of a payments engineer, applied to a category most companies treat as an afterthought, is an odd combination, and it is the closest thing the company has to a point of view. The expertise is less "we understand engagement" and more "we understand what breaks when 23,000 people show up at once."

Gradual was the only vendor enabling a 23,000-person virtual conference, white-labeled to our needs, with beautiful post-event community engagement.Marcel Santilli · Head of Marketing, Scale

03 / ProofA small city, on one platform

The number that does the most work in Gradual's sales conversations is 23,000. That is how many people Scale put through a single virtual conference on the platform - roughly the population of a small town, all white-labeled, with the community still active after the last session ended. Running an event that size is one problem. Keeping the audience from evaporating the moment it's over is the harder one, and it is the part Gradual is really selling.

23K
Attendees, one conference
2021
Founded, San Francisco
$3.8M
Total raised
SOC 2
Certified
A sample of who runs community on Gradual
OpenAIScalePerplexityNextdoor HeyGenGE HealthcareCognitionZwift
The logo wall that raises eyebrows. A cluster of the AI industry's fastest movers, plus a fitness giant, a neighborhood network, and a healthcare multinational - unusual company to keep for a firm that has raised under four million dollars.

04 / The marketA crowded field, sorted by shape

Community software is not an empty room. Bevy built its name on events. Circle and Mighty Networks anchor on content and courses. Bettermode and Commsor come at it from the forum and the operations side. Event tools like RingCentral Events, the platform formerly known as Hopin, hover nearby. Gradual's position is the all-in-one corner: the argument that these were never separate categories, just separate invoices.

That is a harder product to build and an easier product to explain. The moat, when it works, is not the demo - it is the switching cost. Once a company has white-labeled its entire member experience inside Gradual, moving out means rebuilding the home its members have learned to live in. The deeper the branding goes, the harder the exit.

There is a risk in the all-in-one strategy too, and it is worth naming. The specialists can out-feature you on any single surface. A team that only cares about forums might find Bettermode does forums better; a team obsessed with courses might prefer Circle. Gradual's answer is that most community teams are not obsessed with any one surface - they are drowning in all of them at once, and would trade a little depth for one coherent whole. So far the customer wall suggests enough buyers agree.

Where the players sit (illustrative positioning)
Gradual
all-in-one
Bevy
events-first
Circle
content-first
Bettermode
forum-first
Breadth is the pitch. Rivals go deep on one surface; Gradual bets that a community team would rather run everything from one place than assemble the best of each.

05 / The businessTurning community into a growth channel

Gradual is a B2B SaaS company, sold through a request-a-demo motion with annual contracts that scale by community size, seats, and features. That much is standard. The more interesting move is in how the company frames the value. On its LinkedIn page the language has shifted from soft community talk toward go-to-market: buyer intent, field marketing, revenue acceleration. The idea is that every roundtable, forum thread, and event RSVP is a signal, and those signals - piped into Salesforce, HubSpot, and Google Analytics - start to look a lot like intent data a sales team can act on.

It is a deliberate reframe. Community has always struggled to justify its budget because its returns are diffuse. By pointing at the engagement data coming out the other end, Gradual is trying to move the category from cost center to pipeline. Whether that fully lands is an open question, but it is a sharper story than "members love it."

The reframe also explains the customer mix. An AI lab does not run a developer community for warm feelings; it runs one because the developers who show up to a roundtable today are the ones evaluating the product tomorrow. A company like Scale putting 23,000 people through a conference is not doing charity - it is building a top of funnel it owns outright, rather than renting attention from a social platform. Gradual is selling the pipes for that, and increasingly, the meter that measures what flows through them.

Gradual's flexibility and customization made adoption easy; team members loved the centralized experience.Joy Osborne · Director of University Talent Engagement, Zwift

06 / The moneySmall raise, big logos

Here is the contrast that makes Gradual worth watching. The customer list would suit a company that had raised a nine-figure round. The actual number is about $3.8 million, including a $550,000 convertible note in mid-2023, from Yes VC and Geek Ventures. That gap - AI-industry logos on a seed-stage balance sheet - is either a sign of unusual capital efficiency or a company that has been picking its moment to raise. Either way, it is not the usual pattern.

The team sits in the 11-to-50 range, small enough that the founder's fingerprints are still on the product. CEO Jerry Li has spent time on podcasts talking about where AI and community collide - "community superintelligence," in his phrasing - which reads less as a product roadmap and more as a thesis about where all this is heading: communities that are increasingly shaped, matched, and moderated by models, living somewhere. Gradual would like that somewhere to be Gradual.

07 / What you can do with itThe practical version

Strip away the positioning and here is what a team actually gets. Run a webinar on Tuesday and an in-person mastermind on Thursday from the same dashboard. Publish the recording, the transcript, and a blog write-up into a content hub members can search. Match two members who should know each other and let them message inside the platform instead of chasing LinkedIn. Watch, in one report, who showed up, who came back, and who went quiet - and hand that to the people who care about pipeline. For an association like AICPA or a university-recruiting team like Zwift's, that consolidation is the whole point.

Where Gradual goes next depends on a bet it did not invent but is well placed to catch. If the coming wave of software really is built around communities of users teaching each other, evaluating tools together, and gathering in branded spaces they trust, then the plumbing for those spaces stops being a nice-to-have. The company has the early logos, the founder's scar tissue from running a real community, and a story that has sharpened from "community matters" into "community is a growth channel." The unanswered part is scale: a sub-$4M raise and a fifty-person team against a category with far heavier-funded rivals. For now, the safest thing to say is the one Gradual would say itself - the platform is in the room where a surprising amount of the AI industry already gathers.

#community-platform#community-led-growth#events #b2b-saas#white-label#go-to-market #member-engagement#san-francisco#virtual-events