Global AI organization
Defines the expertise and project requirements.
Managed expert capacity for AI organizations
Connecting Specialized Expertise to the Global AI Economy.
Linco connects AI organizations with qualified domain experts for evaluation, training, safety testing, data annotation, clinical reasoning, multilingual review, and specialized workflows.
Medical AI projects—Up to $100+/hourRates are confirmed per project and matched to your specialty, expertise, and project requirements.
Qualified experts · Project-specific capacity · Managed delivery
Managed expert access
One accountable delivery layer
DemandAI organizations
Access layerLinco managed interface
ExpertiseGlobal medical network
Qualify
Coordinate
Deliver
The access gap
Global AI needs medical expertise. Access is still fragmented.
Medical AI organizations increasingly need physicians to evaluate models, test clinical reasoning, identify safety issues, create expert data, and evaluate AI across different clinical environments.
Qualified professionals in emerging markets may face practical barriers to participating through conventional individual pathways, including international contracting, payment infrastructure, language, and project coordination.
Turn available expertise into accessible, managed capacity.
The Linco model
One managed relationship. Qualified expert capacity.
Linco
Sources, qualifies, matches, and manages expert delivery.
Expert network
Qualified professionals contribute specialized domain expertise.
Your team focuses on the AI project. Linco manages the expert delivery layer.
Why context matters
Clinical expertise is shaped by context.
Qualified physicians contribute perspectives shaped by clinical practice, available resources, patient communication, language, and local care environments. Linco's initial medical expert network is concentrated in Ethiopia, with expansion planned across additional markets.
Clinical expertise+
Language+
Local context
=Broader medical AI evaluationAI should be evaluated across the environments where people actually live and receive care.
Medical AI services
Medical expertise structured for AI workflows.
01
Clinical AI evaluation
Physician review of model outputs, reasoning, accuracy, relevance, and safety.
02
Clinical reasoning
Expert assessment of diagnostic reasoning, treatment decisions, explanations, and clinical logic.
03
AI safety testing
Identification of unsafe, misleading, incomplete, or clinically inappropriate model behavior.
04
Expert data creation
Expert annotations, reference answers, rubrics, evaluation datasets, and structured feedback.
05
Multilingual medical AI
English, Amharic, Tigrinya, Oromo, and additional languages as the network expands.
06
Local clinical context
Expert perspectives grounded in the healthcare environments relevant to each project.
Expert qualification
Access is only valuable when the expertise is trusted.
Experts complete a structured qualification framework before project placement.
Credentials
Professional credentials, education, identity, and relevant experience.
Clinical expertise
Specialty knowledge, reasoning, and professional communication.
Safety judgment
Structured assessment of clinical judgment, error recognition, and vigilance.
Project readiness
Readiness for the workflows and requirements of AI projects.
Safety remains a separate consideration. Strong performance elsewhere does not compensate for unsafe clinical judgment.
Learn How Experts Are QualifiedStart a conversation
Need medical expertise for an AI project?
Tell us the specialty, expertise, language, capacity, and project requirements. We’ll discuss the appropriate expert capacity and delivery model for your project.
Pilot engagements available. Capacity is assessed for each project.