The expert network

A growing network of qualified medical expertise.

Linco is building a selective network of physicians across primary care and medical specialties, with expertise matched to the requirements of medical-AI projects.

Network

Medical expertise across disciplines and contexts.

General Practice / General PractitionerFamily MedicinePrimary CareInternal MedicineEmergency MedicinePediatricsOB/GYNCardiologyNeurologyPsychiatryDermatologyOphthalmologyAnesthesiologyRadiologyPathologyInfectious DiseaseEndocrinologyNephrologyPulmonologyGastroenterologyHematologyOncologyRheumatologyUrologyOrthopedicsSurgeryPublic HealthOther medical expertise

Disciplines represented or being developed across the network. Project availability varies by specialty and current network capacity.

Qualification and trust

Trusted expertise starts with qualification.

Linco reviews experts against the requirements relevant to their professional background and potential project participation. Qualification is designed to establish professional credibility, clinical expertise, safety judgment, and readiness for AI workflows.

Linco Expert Readiness Framework

01

Credentials

Professional credentials, medical education, relevant experience, and identity.

02

Clinical expertise

Specialty knowledge, clinical reasoning, and professional communication.

03

Safety judgment

Structured assessments evaluating clinical judgment, error recognition, and vigilance.

04

Project readiness

Readiness for the workflows, expectations, and quality standards of AI projects.

Safety remains a separate consideration.

Strong performance in other areas does not compensate for unsafe clinical judgment.

Matching

Expertise matched to project requirements.

Experts may be considered for projects based on relevant professional qualifications, clinical expertise, language capabilities, experience, availability, and project requirements.

Specialty fit

Expertise aligned with the clinical domain the project covers.

Language capability

Language requirements of the evaluation, content, or workflow.

Experience

Professional background and relevant clinical experience.

Project requirements

The specific demands of the project and its workflow.

Quality

Qualification is the beginning, not the end.

Project participation also depends on following project requirements, maintaining expected quality, and demonstrating readiness for the specific workflow.