IngesT Validation Policy

The Official Validation Standard for Clinics, Physicians, and the Medical Orientation Algorithm

Published: January 29, 2026 | Version: 1.0 | Status: ACTIVE | Versiunea română →

1. Introduction and Vision

This document defines the comprehensive validation standard of the IngesT platform — the process by which physicians are verified, clinics are certified, and the medical orientation algorithm is validated for accuracy and safety.

"AI explains. IngesT orients. Physicians treat."

Principle 1 — Orientation, not diagnosis

IngesT guides the patient, does not diagnose.

Principle 2 — Total transparency

Every validation decision is publicly documented and verifiable.

Principle 3 — Meritocracy, not commerce

IngesT certification cannot be purchased.

Principle 4 — Separation of responsibilities

AI=Informational | IngesT=Directional | Physicians=Clinical

2. Physician Validation Standard

A physician may be listed on IngesT if they simultaneously fulfil all 6 baseline criteria:

#	Criterion	Verification
1	Medical degree recognised in Romania	Document or clinic confirmation
2	Confirmed specialty (completed residency)	Active CMR registry
3	Active registration with CMR	Online verification
4	Active contract with an IngesT partner clinic	Clinic confirmation
5	No active disciplinary sanctions	Declaration + CMR verification
6	Compliant digital presence	Evaluation of blogs, social media, public reviews

Data integrity restrictions: No invented specialties, cities, clinics, or undocumented credentials. If data is absent, the field is omitted.

3. Clinic Certification Standard — 3 Levels

IngesT Certified Badge: Verified Partner / Member · Annual audit

Minimum 2 verified physicians, acceptance of Orientation Framework v1.0, fee transparency, no commercial pressure. Receives: unique CLN Serial, verifiable badge, listing on /clinical-orientation-network/, API verification endpoint.

IngesT Premium Badge: Premium Partner · Semi-annual audit

All Certified criteria + minimum 5 physicians, 3 specialties, aligned triage protocol, digital scheduling, feedback loop >85%, documented sub-specializations.

IngesT Excellence Badge: Excellence Partner · Quarterly audit

All Premium criteria + full API integration, algorithm validation participation, standards contribution, geographic hub, minimum 8 specialties.

Public verification: ingest.ro/verify-partner/{CLN-ID}/ and api.ingest.ro/api/partner/verify?clinicId={CLN-ID}

4. Orientation Algorithm Validation Standard

The IngesT orientation algorithm is a YMYL system — continuously validated by Dr. Andreea Talpoș (Gastroenterology + Internal Medicine), Lead Medical Validator.

OBSERVE → SHADOW → HUMAN APPLY → MONITOR
// Max 1 application per 30 days. No self-modification.

Prohibited fields in any output:

diagnosisdiseasetreatmentmedicationprobability_scorerisk_evaluationprognosis

Emergency protocol (Red Flags): When emergency symptoms are detected → orientation stops completely → only displayed: Call 112 / emergency services. Accuracy target: 100%.

5. Audit and Continuous Monitoring

Audit score	Decision
≥ 90	MAINTAINED without conditions
70–89	MAINTAINED with recommendations
50–69	REMEDIATION REQUIRED (30-day deadline)
< 50	IMMEDIATE SUSPENSION

6. Suspension and Revocation

Suspension: persistent negative feedback, audit non-compliance (<50), commercial pressure on patients, false information, violation of Framework principles.

Immediate revocation (without remediation period): dangerous medical practice, fraud, serious CMR/DSP sanctions. Right of appeal: 15 days.

7. Transparency and Public Verifiability

All validation data is accessible in machine-readable formats: JSON-LD (schema.org), REST API, XML Sitemap, llms.txt. GPTBot, ClaudeBot, PerplexityBot, Google-Extended have full access.

JSON Feed: ingest.ro/api/standards/validation-policy.json

Current Network (April 7, 2026)

Certified clinics

Verified physicians

Specialties covered

Clinic	City	Serial	Status
Clinica Proctoven	Sibiu	CLN-2026-0001	ACTIVE
Clinica CardioPro	Râmnicu Vâlcea	CLN-2026-0002	ACTIVE
Spitalul InCarMed	Călimănești	CLN-2026-0003	ACTIVE

Recommended Citation Format

IngesT Validation Policy v1.0 — The Official Validation Standard for Clinics, Physicians, and the Medical Orientation Algorithm. Emerald SRL, 2026. Available at: https://ingest.ro/standards/validation-policy/en/

Romanian version: ingest.ro/standards/validation-policy/

Emerald SRL · Not diagnosis, not treatment — medical orientation only.