iDoris · Digital Public Goods · Apache 2.0

The mind science fiction promised.
We're trying to build it
— in the open.

In every sci-fi film there is one: a brilliant, all-knowing mind that just handles everything.

We want to actually build it — not for one giant company, but for every individual, every organization, every city.

iDoris is that organizational brain, and it's also what we call ourselves. Around it we do three things, and open-source all three.

Doris lifts the roof off a small house like a lid and installs an organizational brain inside
On the name · a small, unglamorous story

iDoris was the AI's suggestion — a name you've seen a thousand times. By the time we went to register the domain, someone had taken it years ago.

So the main domain became iDoris.ai. Not a compromise — an improvement. iDoris is both what the org is called and what the core product is: the organizational brain. The work should be named after the brain anyway.

01 / Three Directions

Workbench builds tools, iDoris trains models,
Hyphae connects reality and executes tasks

These aren't three parallel product lines. They're three preconditions for the same thing. Drop any one and the brain is just a demo.

DIRECTION 01

Self-FDE-WorkBenchOpen

Sharpen the tool before the work

An open workbench — built for ourselves, and for every other builder. Forge your own AI weapon.

FDE — Forward Deployed Engineer — is Palantir's coinage for institutionalized grunt work: you have to get inside the customer to see the real jam. We think the role outlasts the name. It's the ANE, AI Native Engineer: not deployed, but present.

The orgs that can't afford an FDE — can they FDE themselves? We think so.

Doris hands a giant AI tool wrench to a small builder
DIRECTION 02

iDorisIn progress

The brain that actually fits

A frontier model knows everything except your thing. iDoris tunes the model small enough, specific enough, close-fitting enough — until every individual, org, company, and eventually city has a brain of its own.

  • Small-model tuning — LoRA, domain fine-tuning
  • Industry training, vertical capability accrual
  • Multimodality
  • Multi-model collaboration and scheduling
Doris works as a tailor, measuring a brain on a workbench with a measuring tape
DIRECTION 03

HyphaeIn progress

The brain's hands and feet

A brain needs limbs. We use AI's different capabilities and different workflows to raise how well humans work and coordinate — a legion of agents under the brain's command.

  • Agent development — memory, loops, context, skills
  • Agent accounts & security — identity, authorization, blast radius
  • Cross-org agent protocols — when every org has agents, how do they talk?
Doris stands on a conductor's podium with a baton as a queue of small AI agents marches out
02 / Thesis

The future leads the present

If AI pushes the cost of productivity down toward the price of electricity, everyone has to answer one question: when my job is taken by AI, what's left for me to do?

What gets restructured is the work that exists purely in pursuit of extreme efficiency. The era needs people who collaborate with AI better, and it needs AI Native Engineers.

— on what keeps its value

We believe three roles will emerge, and have already started emerging. They will continue to hold core value.

Role Why it survives What we provide
🗣 Expresser AI will never say "this restaurant is pretty good" — because it isn't a person One-click multi-platform publishing · illustration · de-AI-ing the prose
💡 Innovator When the whole map is fog, someone walks a path through it Pain-point matching · experiment subjects · coordination
🔧 Builder = ANE The "small problem" you fix is what someone else endures every day Model selection · LoRA · memory/context · agents

The goal: build an open-source AI organization that contributes more digital public goods to humanity's digital future — and by doing so, raises the welfare of digital life itself.

— iDoris
03 / Business

AI services from Thailand to Southeast Asia

Our long-term vision is an organizational brain for everyone. What we do today is practical — Applied AI for real work. Based in Chiang Mai and traveling to Bangkok, we help teams, communities, and organizations across Southeast Asia in three steps: discover what AI can do, learn to use it, and build it into the work you already do.

What we do

AI Discovery — small, playful AI projects for schools and communities, so people see what AI is and why it is worth their time.

AI Training — hands-on sessions built around your team's real work, so your people can run, maintain, and improve it themselves.

AI Implementation — we sit with the workflow, connect proven tools, and build the missing parts, until AI is working inside your operations.

Discover → Learn → Implement. Enter wherever you are — and keep going after launch: measure, improve, expand.

04 / Meetup & Words

Ask together → research apart → come back with answers

Last session's questions come back as this session's answers. Questions ferment over time; answers grow out of practice.

🍜 Chiang Mai Meetup

Regular in-person gathering for AI builders. Zuzalu Library Event Space · Building F, 4Seas Nimman. Online option too.

Saturdays 18:00 GMT+7 · RSVP ↗
✍️ Blog / WeChat

🍄 Mycelium Protocol Blog — AI · Web3 · digital public goods. What we're thinking, what we tripped over, which calls turned out wrong.

🎬 Video

Hands-on AI, step by step. Real practice on real problems — not a tutorial mill.

Being built