A practical operating layer for the agentic era.
Michael Tchong created Solo Trillion to explore a practical question: how can one operator coordinate AI teammates, structured outputs, and daily execution without losing context or control?
AI teammates, structured outputs, and operator-led workflows.
Solo Trillion intersects trend analysis, AI operations, publishing, research, and product design. It is built around practical operator work: research, writing, briefings, source monitoring, structured handoffs, and reusable context.
Human judgment remains central and becomes more valuable when the surrounding system is coordinated.
Named teammates and operating layers
Rosie
Source monitoring and briefings.
Research
Signal gathering and structured groundwork.
Writing
Drafting from known context and voice.
Persona
Identity, voice, goals, and guardrails.
AIX
Portable AI output standards.
Provocative name. Practical work.
The Solo Trillion Experiment is Michael Tchong’s broader investigation into AI-native work that is coordinated, inspectable, and usable in real projects.
It asks how solo operators and future-forward organizations can research faster, publish more clearly, preserve context, coordinate workflows, and turn ideas into finished artifacts. Solo Trillion is the operating layer of that experiment.
Visible work, not just output.
Persona, Research, Rosie, and Writing each have a job — and each surface is built to be inspected, not taken on faith.
Pattern recognition is the common thread.
Michael Tchong is a futurist, trend analyst, entrepreneur, founder of Ubertrends, and creator of the Solo Trillion Experiment.
His work has focused on the long-cycle forces reshaping culture, technology, business, and human behavior. Ubertrends is his framework for understanding those forces. Solo Trillion is where that analysis turns into a working AI-native operating layer.
His background includes publishing, market research, digital media, online marketing, trend analysis, and AI tool curation — also summarized on Wikipedia.
A standards layer behind the work
Portable
AI-generated work should travel cleanly between tools.
Inspectable
Structured outputs should be easy to review and improve.
Reliable
Formatting and handoffs are part of the workflow, not an afterthought.
A practical map of the agentic era
Ubertrends
A long-term framework for understanding forces reshaping culture, business, and technology.
Solo Trillion
An agentic operating system being built from that analysis.
AIX
A standards layer for portable AI work.
SoloTrillion.io
A free public utility layer for validating AI-generated structured outputs.
Toolhacker
A compendium of useful AI tools and operator workflows.
A closer look.
Solo Trillion is for early users and collaborators who want to see how coordinated AI-native work is being assembled in practice.