Do physicians have to change how they practise?

No. The physician exosuit works inside the existing clinical day — ambient documentation, safe e-prescribing, patient outreach — and network contribution happens at the case. The goal is fewer unpaid hours, not new ones.

The physician economy

Every way to earn more
sells your hours. Except one.

Q: How do physicians earn money with DeepSensi?

Four instruments: outcome-gated royalties for validated clinical insight; a hypothesis marketplace with cryptographic proof of authorship; GCPS, a portable clinical reputation score; and compensated research guilds. The mechanics are published in DeepSensi's WP-004.

Q: Does paying physicians bias their clinical decisions?

No — the separation is architectural. Compensation attaches exclusively to validated contributions to the network, never to prescriptions, orders, or decisions about a patient.

Q: Is the DeepSensi physician network available today?

The network is in its formation phase; early physicians shape specialty panels and hold the earliest authorship positions. Access is requested through the contact form under Physician access.

Ask how a physician increases their income and every classic answer is the same trade: more shifts, more patients, more nights — more of you. This page maps those levers honestly, then describes the one that is different in kind: being paid for validated expertise, not additional time.

What DeepSensi™ changes for physicians The economics paper (WP-004)

The honest map

Seven levers. One common ceiling.

Every classic lever is honourable work — and every one of them converts hours into income. The asset being spent is you.
Lever	How it pays	The ceiling
Extra shifts / locum	Premium rate per additional hour	Linear in hours; burnout compounds faster than the rate
Private practice	Margin over salary	Overhead, administration, and the same 24-hour day
Telemedicine	Flexible per-consultation fees	Still one consultation per unit of your time
Consulting & expert witness	High day-rates, episodic	Feast-or-famine; time-bound by definition
Pharma advisory & trials	Honoraria and investigator fees	Capped, conflict-managed, episodic
Teaching & content	Builds brand; modest direct pay	Slow to compound; competes with clinical hours
Management track	Seniority salary	Pays you to stop practising the craft you trained for

No lever above is wrong. But none of them pays for the thing that actually appreciates over a career: judgment.

The new lever

Expertise as an asset, not a shift.

Every other AI extracts physician expertise for free — your corrections train someone else’s model, uncredited and unpaid. DeepSensi™ inverts that: validated clinical insight is authored, attributed, and paid.

Outcome-gated royalties

When your validated insight — a correction, a pattern, a protocol refinement — improves what the system does, you hold a royalty position in that improvement. Gated on outcomes, not on activity: the network pays for being right, not for being busy.

Proof of authorship

A hypothesis marketplace with cryptographic proof of authorship: your idea, timestamped and attributed, before anyone else builds on it. Priority becomes property.

GCPS — a reputation that compounds

The cryptographic clinical-performance score is a portable, verifiable record of validated contribution. Unlike an employer’s appraisal, it belongs to you — and it appreciates.

Research guilds

Compensated participation in structured research programmes (WP-003, WP-004) — clinical science as paid contribution rather than unpaid evenings.

The integrity line

Compensation never touches clinical judgment. Royalties attach to validated contributions to the network — never to what you prescribe, order, or decide for a patient. The separation is architectural, not procedural.

And the hours you already work

The physician exosuit — ambient scribe, safe e-prescribing, patient outreach, protocol studio — gives back administrative time inside the clinical day. The first raise is measured in evenings. The exosuit →

Joining

The network is forming. Early physicians shape it.

GCPS grows bottom-up: physicians join, contribute, earn — and bring their institutions. Early members define the specialty panels and hold the earliest authorship positions.

Request physician access For physicians

Select “Physician access” as the topic. Royalty mechanics, GCPS scoring, and guild terms are described in WP-004; participation terms are provided to members, not negotiated per case.

Questions

Asked by physicians.

How do physicians actually earn with DeepSensi™?

Four instruments: outcome-gated royalties for validated clinical insight; a hypothesis marketplace with cryptographic proof of authorship; GCPS, a portable reputation score that compounds; and compensated research guilds. The mechanics are published in WP-004 — the model is public, the implementation is the network.

Doesn’t paying physicians bias their clinical decisions?

That failure mode is designed out, not managed: compensation attaches exclusively to validated contributions to the network — never to prescriptions, orders, or decisions about a patient. The separation is architectural. A physician cannot earn a złoty, euro, or dollar by choosing differently for the person in front of them.

What is GCPS?

The cryptographic clinical-performance score: a verifiable, portable record of validated contribution — corrections that held, hypotheses that proved out, protocols that improved outcomes. It belongs to the physician, not the employer, and unlike hours, it appreciates.

Is this available today?

The network is in its formation phase and early physicians shape it: specialty panels, first authorship positions, guild structures. Access runs through the contact form under “Physician access”.

Do I have to change how I practise?

No. The exosuit works inside your existing day — ambient documentation, safe e-prescribing, outreach — and contribution to the network happens where you already are: at the case. The point is fewer unpaid hours, not new ones.

Every way to earn moresells your hours. Except one.