SWARM // META PREVIEW // BENGALURU - MANILA - SAN FRANCISCO, 2026
YesPress · Company File No. 042
Swarm.
The AI consultancy that rents you a team instead of selling you a tool - and then actually ships the thing to production.
The AI consultancy that rents you a team instead of selling you a tool - and then actually ships the thing to production.
Somewhere on the fifteenth floor of a glass building, a director of operations is staring at the same dashboard she stared at last quarter. The pilot worked. The press release went out. The agent demos played beautifully in a Zoom that ten executives nodded through. And then, like most enterprise AI, it sat. Slack threads cooled. The Jira board went quiet. The model never met a real customer. Across the country, in a converted SoMa loft and a co-working space in Bengaluru and a tiny office in Bonifacio Global City, a small group of engineers is on a call with her team. They are not pitching a platform. They are not running a discovery workshop with sticky notes. They have already read the spec and brought a working prototype. They are - awkward word for it - a swarm. And that is, more or less, the entire pitch.
The dirty secret of enterprise AI in 2026 is that the models are not the problem. The problem is the connective tissue. Data is messy. Permissions are political. The thing that has to talk to the thing nobody updated since 2014. Swarm bet, early, that this layer would never be solved by a SaaS dashboard. It would be solved by people - very specific people, working in very small groups, paid by the project. The company calls these groups Hives. Each one is a boutique fractional consultancy in a trench coat - product, engineering, design, data, MLOps - assembled for the project and dissolved when it ships.
It is not a new idea. McKinsey has billed for it for sixty years. What is new is the price point, the speed, and the willingness to write code on day one.
"Their platform facilitates work by empowering individuals to vouch for tech professionals they trust, and reap rewards in return."
- Shiyan Koh, General Partner, Hustle FundFractional teams of senior operators - AI, product, cloud, data - deployed on demand and torn down when done.
Multi-step agents that handle the long, unglamorous middle of enterprise processes.
Custom GenAI to extract, classify and route the millions of PDFs that quietly run regulated industries.
Copilots for the humans answering the phone, and assistants for the calls humans never need to take.
Production pipelines, observability, and infrastructure that does not page someone at 3am.
Discovery to working prototype, fast enough to keep the steering committee interested.
Illustrative shares based on publicly listed verticals. Not audited.
Before Swarm, helped drive Kalibrr - the first Filipino company through Y Combinator - across product, design and engineering. Now lives between San Francisco and Manila, mostly on planes.
Chief Design Officer. Translates messy enterprise workflows into interfaces that humans will actually open twice.
Holds the engineering org together. Quietly responsible for the bit where the demos keep working in production.
Ex-CTO of IBM, ex-CTO of Crunchyroll, AWS ML Heroes and Google Developer Experts - rented out one engagement at a time.
"The future of AI is delivery, not demos."
- The Swarm operating thesis, paraphrasedSwarm publishes a client list that looks suspiciously like the after-party guest list at a big-tech conference. The point is not to impress your friends. The point is that procurement at companies this size does not approve a vendor without a long, expensive walk through legal. Swarm has done that walk, more than once.
Dexter Ligot-Gordon, on growing software companies outside Silicon Valley - and what that taught him about how Swarm staffs its Hives.
The director of operations on the fifteenth floor still stares at a dashboard. The dashboard is different now. The pilot has a production URL. The agent is answering calls - badly at first, then less badly, and now well enough that her team has redesigned their week around it. There was no big announcement. There was no Zoom with ten executives. There were just a handful of pull requests merged on a Thursday, a Looker tile that updated itself, and an invoice from a company called Swarm that nobody in the building had heard of two months ago. That is what Swarm sells. Not magic. Not a platform. Just the team you needed, for as long as you needed them, and then gone.