The people we serve
The human, always at the center.
One serves a person and the circle they trust: family, advisors, clinicians and agents, in communication and commerce that flows by consent. The person stays in the middle, and in control.
Stories
A day with One, for the people it serves.
Each story is a portrait of the kind of person One is built for, told the way the day actually goes, with a person at the center and their circle around them.
The advisor whose every client feels like the only client
An advisor gives each client a private One, so every review feels personal, every promise is kept, and compliance records itself, by consent.
One office, every entity, total discretion
A family office gives every member and entity their own One, coordinating across the family by consent, with discretion built into the architecture.
The owner who stopped being the bottleneck
A founder's One drafts, triages, and transacts with vendors' agents on open rails, by consent, so the team moves and the owner approves.
The household that runs itself, on the family's terms
A parent's One coordinates school, care, and the home with each helper by consent, lifting the mental load while keeping the family in control.
The clinic that gave time back to care
A clinician's One drafts the paperwork and shares patient data only by consent, returning minutes to the people in the room.
The creator who scaled without selling out the relationship
A creator's One filters the noise, negotiates deals on open rails by consent, and protects a real connection with the community, no surveillance.
How we measure
Everyone in their corner. No one in their business.
Each relationship gets exactly what it needs, by consent, with a receipt. Communication and commerce flow, and the data stays the person's.
Time returned
Hours given back, with One handling the heavy lifting and the busywork.
Trust deepened
Privacy and ownership that strengthen a relationship instead of renting it.
Relationships strengthened
Everyone in the circle served by consent, so people feel known, not watched.
Who we serve
Who creates value with One.
Advisors & RIAs
A private agent in front of every client: more attention, deeper trust, and compliance that records itself.
Business owners
A company chief of staff that drafts, triages and keeps every commitment, on hardware the business owns.
Family offices
One office, every entity, total discretion, with frontier-scale intelligence under the family's own roof.
You and your family
A personal chief of staff that lifts the mental load and keeps your household on your terms.
Xtreme Super Computing Burst
When the work gets heavy, One still answers to you.
Some jobs need a supercomputer. One matches each workload to the best hardware in your own cloud, and tears it down after. Across a modeled portfolio, 4 of 6 workloads burst and 2 stayed on device, about 93% cheaper than a standing box.
Training the full 70B model, not a laptop-sized compromise
A 4-person team trains a full 70B fine-tune per run for $118 instead of a standing $21K/mo GPU box, and ships +18 accuracy points.
Backtesting the full 5 TB history, for two dollars a run
A quant desk runs the entire tick history nightly on a right-sized L4 for ~$2, instead of a 10% sample that hid tail risk.
A TPU-only pipeline that was simply impossible on a Mac
A folding pipeline that returned nothing on Apple Silicon now completes in ~92 minutes for ~$15, on Cloud TPU, in the lab's own project.
A 100-trial sweep done before standup
A sweep that took two days serially now finishes in ~2 hours for ~$60, fanned out across 8× A100, with the best model up +12 points.
The work that should stay home, One isn't 'send everything to the cloud'
A LoRA fine-tune and a 500-frame render run on-device for $0, fully private, because One bursts only when it actually helps.
Your story
Created value with One?
We tell stories with a person at the center, and only ever with their permission. If One created value for you, your clients or your community, we would love to tell that story together. Schedule fifteen minutes, or write to [email protected].
Schedule 15 minutesPrivate, sovereign AI for the people you serve
Advisors, owners, clinicians and creators: join us, and give every person you serve an agent of their own.