Clinical AI Engine · API-First

Turn lab reports into
clinical intelligence

MITOSYS converts raw PDF lab results into structured health scores, urgency flags, and system-level insights — in under 60 seconds.

Live on Railway · 150+ biomarkers · 17-stage pipeline

What does MITOSYS mean?

MITO from Mitochondria — the cell's energy engine   +   SYS from Systems — whole-body intelligence   =   Energy × Systems → Clinical Clarity

Five biological systems. One engine.

Metabolic
Glucose, insulin, lipids, HbA1c
STAGE T3 →
🧠
Hormonal
Thyroid, cortisol, sex hormones
STAGE T3 →
💧
Haematology
CBC, iron, B12, folate
STAGE T3 →
🋹
Organ Function
Liver, kidney, cardiac markers
STAGE T3 →
🛡
Inflammation
CRP, ESR, oxidative stress
STAGE T3 →

17 stages. Fully automated.

1
PDF Ingest
Accepts any lab PDF via signed URL or direct upload. Multi-page supported.
2
Vision Extraction
Claude Vision reads each page as an image — no regex, no lab-specific templates. 150+ markers extracted.
3
Normalisation & Alias Matching
Marker names unified across labs. Thyrocare, SRL, Metropolis, Apollo all speak the same language.
4
Functional Range Scoring
Every marker scored against functional (not just lab) reference ranges. Green / amber / red flagging.
5
Health Score & Urgency
Single composite health score (0–100) plus per-system urgency tiers. Immediate, monitor, optimal.
6–17
Insights, Conditions, Protocols
Pattern detection, condition probability scoring, personalised protocol matching, and structured JSON output.

What MITOSYS returns

📈

Health Score

0–100 composite score derived from all extracted markers against functional ranges.

🚨

Urgency Flags

Per-marker and per-system urgency tiers — immediate action, monitor, or optimal.

🧬

Normalised Markers

Every biomarker with value, unit, lab range, functional range, and status.

📋

System Summaries

Metabolic, hormonal, haematology, organ, and inflammation system-level insights.

🤖

Condition Patterns

Probabilistic pattern matching against 50+ functional health conditions.

💊

Protocol Match

Tenant-specific protocol recommendations linked to biomarker findings.

📄

Structured JSON

Machine-readable output ready to pipe into dashboards, CRMs, or reports.

Processing Metadata

Latency, marker count, recognition rate, and extraction confidence logged per call.

Clean API. One endpoint.

Request
POST /analyze
Authorization: Bearer <api_key>
Content-Type:  application/json

{
  "file_url":    "https://r2.../report.pdf",
  "file_type":   "blood_panel",
  "aivo_id":     "client_abc123",
  "tenant_id":   "koachninja",
  "protocols":   {}
}
Response
{
  "health_score":    68.1,
  "total_markers":   148,
  "recognized":      72,
  "urgency_counts": {
    "immediate":  3,
    "monitor":    14,
    "optimal":    55
  },
  "processing_ms":   52400,
  "markers":         { ... 148 entries },
  "systems":         { ... 5 systems }
}
0
Biomarkers extracted
0
Pipeline stages
0
Avg processing time
0
Biological systems

Who uses MITOSYS

🌿

Functional Health Coaches

Get structured insights from every client lab report without manual interpretation.

💻

Health Tech Builders

Embed clinical-grade lab analysis into your SaaS product via a single REST endpoint.

🏥

Wellness Clinics

Automate intake processing, flag urgent cases, and surface protocol recommendations instantly.

🔬

Longevity Researchers

Structure large volumes of lab data for cohort analysis and biomarker trend tracking.

The science of living longer, better.

A new generation of health practitioners doesn't just treat disease — they optimise biology. MITOSYS is the intelligence layer powering this shift.

Biohacking

You can't optimise what you don't measure. Biohackers use lab panels to track the impact of protocols — sleep, cold exposure, fasting, supplements — with objective data.

  • Baseline vs post-protocol comparison
  • HRV-correlated hormonal markers
  • NAD+ pathway indicators
  • Oxidative stress & antioxidant capacity

Longevity & Healthspan

Longevity medicine is moving from reactive to predictive. Comprehensive biomarker tracking across decades reveals the biological age gap — and what to do about it.

  • Biological age proxies (GlycanAge, telomere markers)
  • Cardiovascular risk stratification
  • Insulin sensitivity & metabolic syndrome flags
  • Thyroid & hormonal decline tracking
🧠

Hormonal Optimisation

Hormones regulate every system in the body. Functional ranges for testosterone, cortisol, and thyroid markers go far beyond what standard lab flags catch.

  • Free vs total testosterone analysis
  • Cortisol rhythm & adrenal function
  • Full thyroid cascade (TSH, T3, T4, rT3)
  • Oestrogen & progesterone balance
💧

Metabolic Health

Metabolic dysfunction underlies most chronic disease. Catching insulin resistance, dyslipidemia, and blood sugar dysregulation early — before symptoms — is where real prevention happens.

  • HbA1c, fasting insulin, HOMA-IR
  • Advanced lipid panel (LDL particle size)
  • Uric acid & metabolic syndrome markers
  • Liver enzyme trends (ALT, AST, GGT)
🛡

Inflammation & Immunity

Chronic low-grade inflammation is the root of accelerated ageing. Lab panels reveal the exact drivers — enabling targeted, not generic, anti-inflammatory protocols.

  • High-sensitivity CRP (hsCRP)
  • Homocysteine & cardiovascular inflammation
  • Ferritin as inflammatory load marker
  • White cell differential patterns

MITOSYS converts any lab panel into structured intelligence across all six dimensions — automatically.

See the API →