HF
HeyFitt
An AI training partner that programs workouts, tracks progress, and gives a trainer leverage over more clients.
health and fitness
gym members, gyms, personal trainers
We are an AI native company that builds AI native products.
Instead of generic chat interfaces or jack-of-all-trades tools, we deliver deep, domain-specific workflows engineered for high-stakes professional work. We build AI agent powered applications to equip builders and domain experts with AI-native workflows purpose-built for their field. Moving beyond simple conversational UI, our tools deliver deep, specialized automation where accuracy, context, and mastery matter most.
HeyFitt
Paraneural
Polyfuture
mission
one team, three domains
Expert work, built into the product.
We build agents that go deep into a single domain and do the work the way a professional in it would.
- Paraneural charts a patent's claims against the prior art and pins every mapping to a passage it can quote, locate and date, so the attorney reviews evidence instead of hunting for it.
- HeyFitt gives a personal trainer the whole practice in one place — clients who already train at their gym, programs written once and assigned to many, and the logs, notes and payments in between — while members use it to find someone to train with at the gym they already go to.
- Polyfuture reads risk across a portfolio, whether it belongs to one person or an institution.
Each product learns the workflow, the vocabulary and the standard of the field it serves, so the person using it gets more done at the level their work demands. The agent does the job, not a screen in front of it.
portfolio
3 shipped
Three products, three kinds of work.
PN
Paraneural
An AI agent for patent work: drafting, prior art, and prosecution workflow.
legal and IP
patent attorneys, prosecution teams
PF
Polyfuture
AI financial risk intelligence that surfaces exposure and risk signals across a portfolio.
finance
individual and institutional investors
Each product sells on its own site.
where we are going
3 of 4 covered
Four verticals. Three have a product.
We enter a field when an agent can do the whole job, and when needing a specialist is what keeps most people from getting it done. Three of the four have shipped software behind them. The fourth is stated ambition and nothing more.
HF
Health and fitness
HeyFitt
PN
Legal and IP
Paraneural
PF
Finance
Polyfuture
—
Engineering and coding
Stated ambition. Nothing built, no timeline announced.
how we build
What AI-native means here.
The agent does the work
Each product takes over a task, not a screen. A chat panel on top of a database is not one of our products. If the software only advises, it is not finished.
Built for the reviewer
Every domain we have entered has a professional standard attached and a real cost of being wrong. Output has to survive an attorney, an examiner or a risk committee reading it closely.
Shared underneath, separate on top
Model access, evals, security review and this design system are shared across products. Brand, pricing, support and roadmap belong to the product and its users.
A product starts with an operator
We open a vertical when someone who has done the job wants to run it, and we give them the shared stack and a small team. No product here started from a market map.