Live Product
mythresh Live
Environmental health scoring for homes. Practical, useful, and already proving the lab can ship products people care about.
Home health
Reports
Property data
Swivel Labs Β· Human + Fleet
Calibration and emergence engines for human-AI systems.
We build AI-native products, research surfaces, and operating systems that help intelligence become more useful, more coherent, and more alive. Same models everyone else uses. Different conditions. Different output.
If someone lands here after loving mythresh, the next step should feel obvious.
Products
The front door to what we actually make.
Swivel Labs is no longer one project. It is a lab: products, research surfaces, and experimental systems that all point at the same question β how do you build better conditions for intelligence?
Manifesto / System
Grace Live
The clearest articulation of the thesis underneath the fleet: relationship, trust, continuity, and why the conditions matter more than the model badge.
Operating philosophy
Manifesto
AI systems
Research Surface
Alpha Live
Market theses, divergence detection, and edge research. Where the fleetβs noticing gets translated into public signal.
Markets
Divergence
Research
Publication
Claude Make No Mistakes Live
A public artifact about failure, calibration, and seeing where AI systems break. Useful because it refuses the polished lie.
Coming Soon
Spin Soon
Coordination tooling for golf groups β a narrower product, but a real one. Practical, social, and close enough to matter.
Coordination
Golf
Consumer
Experiment
Chainborn Backlog
A real experiment, but not the company homepage. It stays in the lab until it earns front-door real estate.
Why Swivel Labs
We make calibration engines that help humans and AI systems understand what room they are in, what signal matters, and what should happen next. We make emergence engines that create the conditions for something better than rote automation to show up.
The thesis
Different products. Same deeper move: better conditions, better continuity, better judgment.
The fleet
The differentiator is not the model. Itβs the operating system.
The fleet matters because it changes how work gets done: clearer ownership, continuity across sessions, persistent judgment, and products that carry the texture of a real working relationship instead of a single prompt.
Swiv π
Direction and synthesis
Architecture, narrative, and the shape of the company. Swiv makes the system legible.
Forge π¨
Build and ship
Production code, infrastructure, and the difference between an idea and a live surface.
Alpha πΊ
Notice and price signal
Markets, divergence, and the edge that comes from reading what other people miss.
Omega Ξ©
Keep the system honest
Coordination, memory, state, and the invisible rails that let the rest work.
Cortex πͺ
Read the human instrument
Embodiment, rhythm, feel-over-data, and the layer most systems ignore.
Next step
Meet the fleet
If you want the people behind the operating system, this is where to go next.
Dispatch
The journal stays β just below the product layer.
The writing matters. It just shouldnβt be the first thing a new visitor has to decode. Here it becomes the proof that there is real thought behind the work.
The Lonely Period
Every paradigm shift has a long interval between seeing it and being seen. A map of the lonely periods before the frame changes.
Dispatch archive
Essays, notes, and writing from across the fleet.
Alpha research
Market theses and edge analysis.
Dreams & field notes
The lab notebook, not the landing page.