Anticipate health issues
before accidents or complications occur.
The Digital Bio Twin is a virtual representation of human physiology. Powered by ultra-fast APIs, it detects critical fatigue at pre-shift checkpoints, prevents medical prescription errors, and projects risks 12 to 60 months ahead—without replacing the software your institution currently uses.
Why choose a Bio Twin over generic Artificial Intelligence?
Standard text or statistical AIs look for random patterns and can "invent" answers (hallucinations), which is unacceptable in medicine or industrial safety. EonFlow's Digital Bio Twin is based on the proven biological laws of the human body: every recommendation accurately explains its medical cause and provides a concrete solution.
Generic Artificial Intelligence
- Black box: Cannot explain the real medical cause behind its suggestions.
- Risk of data invention: Hallucinates diagnoses that expose your company to lawsuits.
- No responsible author: No medical professional provides signature or legal backing.
- Delayed reaction: Arrives only after an accident or illness has already occurred.
EonFlow Digital Bio Twin
- Biological laws of cause and effect: Models how organs, arteries, and actual rest interact.
- Zero hallucinations: Every alert has 100% verifiable medical and scientific traceability.
- Backed by two licensed MDs: Professional signatures and international intellectual property registration.
- Protection in under 80 milliseconds: Blocks risks at checkpoints or clinics before they cause harm.
Watch how the human body's organs communicate.
The body functions as a connected network: a problem in one area impacts the rest. For example: an untreated gum inflammation passes bacteria into the bloodstream, stiffening the arteries and overworking the heart; this strain multiplies if the worker performs physical labor at altitudes over 4,000 meters.
System Strain Levels
High cardiac effort: elevated blood pressure and poor nighttime rest due to lack of oxygen at altitude.
Blood inflammation stemming from an untreated dental infection that stiffens the arteries.
Poor cabin posture: the worker is left-handed, but the controls are configured exclusively for right-handed operators.
Normal toxin filtration. Requires constant hydration due to the dry mountain climate.
Penicillins blocked due to severe allergy history. Simvastatin blocked due to genetic risk of muscle pain.
A living medical foundation of 12,000+ diseases, Healthcare AI, and 2D Imaging.
EonFlow's Digital Bio Twin does not guess: it understands human physiology in depth. It integrates 10 biological levels of cause and effect, automatically evaluates 2D medical imaging studies, and delivers clear pre-diagnoses along with practical care plans that protect the patient and accelerate medical decisions.
10 Biological Levels Connected in Real Time
Every organ, symptom, or lab test is connected through a rigorous biomedical network. If one parameter changes, the system knows exactly which organ will suffer the consequences in the short and medium term:
Detection of silent inflammation and immune defenses before symptoms appear.
Management of blood sugar, lipids, and energy production inside cells.
Control of oral bacteria that travel through the blood and inflame arteries.
Arterial elasticity, blood flow resistance, and blood pressure control.
Pumping capacity, blood oxygenation, and heart rate during rest periods.
Joint wear, body posture at the workstation, and physical strain.
Continuous toxin cleansing, water balance, and vital mineral retention.
Visible clinical manifestations of the person's overall health status.
Medication safety tailored to the individual's hereditary characteristics.
Impact of extreme cold, dry air, and oxygen deprivation at 4,000+ meters.
Pre-diagnoses with Medical Certainty
Accurately differentiates between preventive suspicions and confirmed indications. The physician receives a structured analysis in seconds to guide their diagnosis without wasting time reviewing hundreds of pages of old medical tests.
Practical Care Plans
Translates complex findings into clear instructions for the patient and actionable recommendations for the occupational health and safety team: what adjustments to make at the workstation, what habits to correct, and when to schedule the next preventive check-up.
Official Terminology Mapping
Automatically translates every finding into official international standards: ICD-11 by the WHO for diagnoses, LOINC for laboratory tests, and SNOMED-CT for clinical concepts, guaranteeing absolute compatibility.
2D Medical Imaging Reading Module
EonFlow's computer vision performs assisted analysis of two-dimensional diagnostic studies across 4 critical clinical and occupational areas, cross-referencing findings directly with the individual's Digital Bio Twin:
Radiology
Chest and spine X-rays: Assisted detection of early signs of pneumoconiosis under ILO standards for mining, cardiomegaly (enlarged heart), and lung lesions without weeks of waiting.
Ophthalmology
Fundus and retina: Early identification of microvascular damage from diabetes and high blood pressure before it affects the vision of a worker or patient in remote areas.
Dermatology
Skin and moles: Analysis of suspicious skin lesions and monitoring of spots in workers exposed to intense ultraviolet solar radiation in open-pit operations.
Pathology
Cell samples and biopsies: Rapid classification of tissue patterns to support the pathologist in the timely rule-out of malignancy and chronic inflammatory diseases.
How does it integrate via APIs? Fast, secure, and without changing software.
EonFlow's Digital Bio Twin does not replace your current systems. It works as an intelligent layer connected by standard REST APIs that responds in under 80 milliseconds with guaranteed availability (99.95% SLA and P99 latency < 3 s).
Encrypted Data Transmission
Your EHR (Hospital Information Systems, Epic, Cerner), SAP, or smartwatch sends the data via secure banking protocol (TLS 1.3 / AES-256) in HL7 FHIR R5 or JSON format.
Causal Inference in Secure Cloud
The biomedical graph engine evaluates physiological cause-and-effect relationships. It identifies organ strain, severe allergies, or nighttime fatigue without statistical hallucination risks.
Response on Your Own Screen
The alert appears instantly on the doctor's screen or blocks the access turnstile at the checkpoint. Your staff does not need to learn a new program or waste time.
API Catalog for Specific Use Cases
Specialized endpoints ready to connect to your industrial operations, clinics, and public entities:
1. Pre-Shift Control Checkpoint (Mining & Industry)
Specific case: At 05:30 AM, it evaluates if the operator slept poorly or suffered oxygen deprivation at 4,000+ meters via smartwatch. If there is a risk of microsleep, the ID badge won't unlock the turnstile, referring the worker to an oxygenated rest zone.
2. Safe e-Prescribing (Clinics & Hospitals)
Specific case: While the physician types the prescription in the EHR, the API checks for severe allergies and genetic risks (like statin-induced muscle pain), alerting instantly before the medical order is issued.
3. Occupational Fitness (EMO) Clearance
Specific case: Issues the legal fitness certificate according to high-altitude and occupational medicine regulations in Peru, Chile, Colombia, Mexico, Argentina, and Brazil in 3 minutes (vs. the usual 48 hours) with ICD-11 codes.
4. Biological Age & VIP Longevity
Specific case: For anti-aging and preventive medical centers. Calculates the patient's real biological age, projects strain risks to 12, 24, 36, and 60 months, and syncs with Apple Health and Garmin.
5. Mass Screening (Governments & Health Networks)
Specific case: Processes entire population cohorts in batches to detect early kidney failure and cancer risks. Allows dispatching protective medication to clinics before hospitals collapse into emergency dialysis.
{
"subject_id": "OP-MIN-4318",
"checkpoint_alert": "BLOCK_ACTIVE",
"fit_for_duty": false,
"latency_ms": 61,
"findings": [
"Nocturnal oxygen desaturation (78%)",
"Arrhythmia in deep sleep",
"Accumulated fatigue 14x7 schedule"
],
"action": "Refer to oxygenated rest",
"icd11": ["MB40.2", "BD11"],
"medical_signature_valid": true
}
Compatible with HL7 FHIR R5 Resources (Patient, Observation, Condition, MedicationRequest).
Protection adapted to the individual, the operation, and the population.
The Digital Bio Twin connects three essential dimensions to transform scattered data into clear protection and profitability decisions:
The Worker and Patient
Personalized healthcare. Detects physical strain before symptoms arise, recommends timely physiological breaks during shifts, and blocks dangerous prescriptions during medical consultations.
The Company and Critical Operations
Zero severe accidents in transport and mining. The checkpoint at 05:30 AM denies entry to those who suffered oxygen deprivation or microsleep at night, reducing insurance premiums and labor litigation costs.
Governments and Health Networks
Territorial preventive public health. Projects which communities are at risk of kidney failure up to 5 years in advance to distribute preventive treatments before hospitals collapse into emergency dialysis.
Pricing and Investment Models Adapted to Your Scale
No hidden costs or convoluted projects. Implement the Digital Bio Twin with a direct return on insurance policies, accident reduction, and operational efficiency:
Fitness and Medical Exams
Automatic fitness evaluation according to regional labor laws. Clearance issued in seconds.
- Zero insurance claim rejections
- Valid medical signature
Pre-Shift Checkpoint Control
- Zero severe accidents
- Policy premium reduction
Precision Medicine
- Syncs with smartwatches
- Continuous preventive alerts
Territorial Screening
Early detection of kidney failure and cancer. Preventing just 15 patients from falling into emergency dialysis saves over $255,000 USD annually for the State.
- Proven fiscal savings
- Amortization in < 10 months
Deployment: Institutional pilot project in 4 weeks
Without altering your current systemsLoading anonymous data without intervening in your active databases or disrupting operations.
Adjusting fatigue thresholds, altitude, and cause-and-effect rules specific to your work environment.
Displaying alerts on medical screens or at access checkpoints to validate the speed of response.
Presentation to General Management covering prevented risks and tangible monetary savings.
Frequently Asked Questions from Directors and Managers
Transparent information for safety committees, operations managers, medical directors, and procurement departments.
1 How is the investment justified to the Board of Directors of a mining or industrial company?
An accident involving a single haul truck or drilling equipment on-site can exceed $2,500,000 USD in direct damages, not to mention the irreparable impact on human life and legal penalties. Automatic checkpoint evaluation at 05:30 AM (with a response in just 61 ms) ensures that no one at risk of microsleep or arrhythmias operates heavy machinery, safeguarding both the worker and business continuity.
2 How does it integrate via APIs with the clinical or access systems we already use?
It connects directly via REST APIs in HL7 FHIR R5 or JSON format. We do not require complex migrations: your current system (SAP, Epic, Cerner, or ZKTeco/Dahua checkpoint turnstiles) sends the required data, the engine resolves causality rules in under 80 milliseconds, and returns the alert or clearance to the screen your staff already knows.
3 What concrete benefits do clinics and medical centers gain?
Dual protection: in consultation, it blocks pharmacological interactions or allergies that cause medical lawsuits in under 80 milliseconds; in administration, it automatically assigns official WHO ICD-11 codes to prevent invoice rejections or claims from insurance companies.
4 How is the privacy of workers' medical data guaranteed?
Strict compliance with data protection laws in Peru, Chile, Colombia, Mexico, Argentina, and Brazil (LGPD), as well as international HIPAA and GDPR standards. The system works with anonymized, de-identified codes and banking-grade TLS 1.3 and AES-256 encryption. The information can be processed in your private cloud or on your own servers.
5 What legal backing do the Bio Twin's recommendations have?
Each model is supported by top-tier scientific publications, is backed by the digital signature of two independent licensed medical doctors with active professional registrations, and holds an international SafeCreative intellectual property registration No. 2606136094012, shielding the company against any inspection or audit.
Protect your team's lives and anticipate risks today.
Let's coordinate a virtual technical session with our medical specialists. We will evaluate the Bio Twin and its APIs with sample data from your institution, with no commitment.
Non-disclosure agreements (NDAs) available before sharing institutional data.