TriangleCubed

With humans at the center

Experiments in value creation and capture that honor the people who make it possible.

TriangleCubed is an AI-native venture studio and advisory practice. Agents create leverage by doing much of the building, so people can put their time into judgment, creativity, and their own growth, and evidence decides what moves forward. Human flourishing, inside and beyond the company, is our north star: the value our work creates is meant to flow back to the people who build it and the people whose data helps power it.

Explore the experiment Consulting & advisory
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Consulting & advisory

TriangleCubed Partners

We find and define problems worth solving, then draw on a network of specialists with deep expertise to tackle them.

Our work brings research, experience design, and practical AI economics together to help teams build useful products and find their market.

Whether the client is a startup, a mission-driven organization, or a public institution, we aim to leave the team more capable: the methods, tools, and judgment stay with them, and so does control of their data and AI stack.

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From the lab

Products growing out of our experiments.

We give promising experiments a path into useful products and, where it makes sense, businesses of their own.

01 Beta

Naggler

A local-first attention ledger that shows the gap between what you planned and what you actually did.

Visit Naggler
02 Managed beta

SkimSpeak

A native voice surface for turning spoken thought into a faster, more private working rhythm.

Visit SkimSpeak

For the lab

Tools we put to work ourselves.

We build for our own needs and test these tools in the lab.

Internal contribution accounting

TriBoox

Our system for tracing the ideas, work, open-source building blocks, and data behind a product, so decisions about credit and shared economics start from a record rather than from memory.

In development

Cocoon

A personal work companion where getting the work done is the baseline, and the growth of the person doing it is the point.

Private prototype

Software claim verification

We’re exploring ways to connect software claims to inspectable evidence while keeping source code private.

The operating loop

A “cube” is an experiment with a way out.

AI makes it cheap to make more things. That makes judgment, boundaries, and the courage to stop just as important as speed.

  1. 01

    Notice

    Start with real friction in our own work as builders on the frontier, and with demand that open-source software could meet.

  2. 02

    Build together

    Build it for ourselves first. Cubes become one another’s design partners until the product earns daily use.

  3. 03

    Prove the market

    Bring in outside customers and let evidence, not enthusiasm, show that a real business exists.

  4. 04

    Allocate and graduate

    Recognize the people, projects, and data that made it possible. Spin out what has earned a company of its own as a standalone, fundable business; stop what hasn’t.

Why we’re built this way

We built the factory. Then we asked who it was for.

TriangleCubed began as an almost entirely automated software and venture factory. We experimented with new kinds of memory systems, long-running multi-agent orchestration, and ways to capture a founder’s taste and creative judgment.

It worked a little too well. Before long, the factory barely needed us; most days, we were the ones slowing it down.

That raised a harder question. If companies can be built with almost no one, who should benefit? And what happens to the people whose work and data taught the machines? A factory like that tends to keep the gain with its owners and leave the cost with the people whose work and data trained it.

So we turned it around. Same technology, bigger ambition, a different answer to who it serves. People lead, agents create leverage, and the value is designed to flow back to the builders, data contributors, and communities who make it possible. When agents carry more of the load, the goal isn’t a generous check and an empty calendar. It’s people doing the work they’re best suited for, growing in it, and turning the time it frees toward problems close to home.

We don’t claim TriangleCubed is the answer. It is an answer.

The conversation about AI is crowded with questions, worry, and a sense that the current path is inevitable. We would rather build a working alternative that puts the full power of this technology to use, and let the evidence speak.

The company we’re building

Recognize contribution.
Share what it makes possible.

Value rarely begins and ends inside one company. Ideas, actions, research, maintenance, open-source work, and the human expertise behind data can all make a product possible. We work to trace that provenance and explore fair ways for the people and communities behind it to share in the value they help create.

Human flourishing, by design.

We design work around skill development, room to exercise judgment, and ways people and AI complement one another. We want AI to make work more human, not less: meaningful work is part of a good life, so we help people find and develop their strengths and put them where they do the most good, alongside others.

Data that works for the people behind it.

AI learns from people’s work. When that data trains systems that change or replace parts of a job, the people who contributed it should share in what those systems earn. We are designing a data collective so that a contribution can become a lasting, passive asset for the people who made it, including the people whose work it may displace.

Intelligence that communities own.

Local communities should be able to design, build, and own their own intelligence, and the value created each time people use it should flow back into those same communities rather than out to a distant platform.

Lean by necessity. Generous by design.

We run like any serious startup: a small team, real customers, disciplined costs, and evidence over enthusiasm. The difference is where the upside goes. Most companies send it to their founders and shareholders; we are designing ours to return much more of it to the builders, data contributors, and partners who help create it.

Value that creates more opportunity.

What we keep, we reinvest: in new ventures, in opportunities for the people helping useful products reach their market, and in giving people the time and tools to solve problems in the communities they belong to, so that each success compounds into shared prosperity.

Build with us

Let’s put useful things to work.

Have a product challenge?

Talk with TriangleCubed Partners about what you’re building and who it could serve.

Discuss a project

Want to help build this?

Builders, operators, mentors, data contributors, design partners, and vision sponsors who share this aim: meet us through a shared problem, a useful idea, or an interest in this kind of company.

Introduce yourself

Company information

Triangle Cubed LLC · California limited liability company · Oakland, California, USA

TriangleCubed Partners is the consulting and advisory practice of Triangle Cubed LLC. Enquiries are handled through murch.studio, the site of founder Murch Ewings.

Research, experience design, AI product development and evaluation, AI cost economics, and advisory.

Company & procurement enquiries

Research & publications

Forthcoming: a white paper on AI cost economics, evaluation, and contribution accounting.