The AMSEL Longevity Risk Index
One score for biological risk and trajectory. The AMSEL Longevity Risk Index (ALRI) — a single 0–100 composite, banded A–E, supported by per-system decomposition across 9 biological and 12 clinical systems.
ALRI is the instrument that operationalises Biological Asset Management (BAM). It does not diagnose. It does not treat. It produces a measurement — fit for governance, fit for tracking, fit for decision.
The Score
What You Get: AMSEL Longevity Risk Index (ALRI)
0–100 · Band A–E
The output of every cycle. One number. One band. One time-frame for action. Read in 30 seconds.
Sample Composite
74
ALRI
Band C · Moderate · Stabilising
0 · ALRI · 100
A
90-100
Low risk
Stable trajectory across all systems
Review Within 5 Years
B
75–89
Watchlist
Early variance in 1–2 systems. Monitorable.
Act Within 4–5 years
C
60-74
Moderate risk
Cross-system correlation forming. Action recommended.
Act Within 2–3 years
D
45-59
Elevated risk
Multi-system compounding. Structural intervention.
Act Within 1–2 years
E
<45
Critical risk
Cascade conditions present. Immediate management.
Act Within 1 year
What You Receive in Cycle 1
Within 14 days of intake, the principal receives the institutional briefing pack — the same artefacts demonstrated on /risk-profile.
01
ALRI Composite (0–100)
Single governance metric. Banded A → E.
02
Per-System Decomposition
Trend across 9 biological + 12 clinical systems.
03
Cross-System Compounding Map
Where systems compound. Critical · High · Moderate.
04
Reserve Read + Modifier
Buffer depth quantified. Modifier disclosed.
05
Indicated Engagement Structure
Foundation · Core · Sovereign · Continuum.
Cadence Standard
Biological systems decline with age. Annual recalibration of the AMSEL Longevity Risk Index (ALRI) is the institutional standard — for every band, in every cycle.
Biology Measured · Experience Reported
Both Indices Run Every Cycle
The AMSEL Longevity Risk Index (ALRI) measures what the principal's biology is doing. The AMSEL Wellbeing Index (AWI) captures how the principal experiences their life — cognition, emotion, physical capacity, sleep, energy, sexual health (consent-gated), and pain. The two indices are independent. Neither modifies the other. The relationship between them is the clinical insight.
ALRI · AMSEL Longevity Risk Index
What biology is doing
Composite 0–100. Banded A–E. Built from 9 biological systems and 12 clinical systems, weighted across 4 master systems, modified by Reserve. The institutional risk read.
-
Reads, thinks clearly, sleeps well
-
Independent in every dimension that matters
-
Still the operator the family relies on
AWI · AMSEL Wellbeing Index
How life is experienced
Composite 0–100. Same five-zone scale as ALRI. Captures the principal's lived experience across seven validated quality-of-life systems. Self-report instruments only.
Cognitive
Emotional
Physical
Sleep
Energy
Sexual (Consent-gated)
Pain
Cognitive
Emotional
Physical
Sleep
Energy
Sexual (consent-gated)
Pain
Four Situations
One Reading at a Time
Low
ALRI
High
ALRI
Low AWI · Struggling
High AWI · Feels Well
Aligned · maintain
Biology and experience both strong. The cycle confirms the trajectory. Continue current cadence; recalibration on schedule.
Biology silent · experience flagging
Biological reserves intact, but the principal reports cognitive fatigue, depression, sleep loss, or pain. Look beyond biomarkers — psychosocial, clinical, or sub-threshold investigation indicated.
Pre-symptomatic drift
Biology compromised but experience still strong. The most actionable cell — intervention windows are widest before symptoms emerge. The framework's defining capture.
Compounding · act now
Both indices low. Biology and experience are converging on the same signal. Intervention is indicated within the band's time-frame; cycle cadence may shorten until reclassification.
High ALRI
High
ALRI
Strong Biology
Low ALRI
LOW
ALRI
Drift Detected
Neither index modifies the other. Both are reported together at every cycle. The gap between them — and its direction — guides intervention prioritisation more precisely than either reading alone.
Three Stages · One Biological Truth
The Index is not a single test or a single score. It is three integrated stages that work together — each with a defined input, a defined function, and a defined output.
LAYER 01
9
Biological Systems
underlying positions
LAYER 02
12
Clinical Systems
translated exposures
LAYER 03
4
Master Systems
risk categories · weighted
OUTPUT
ALRI
Composite 0-100
portfolio risk score
Terrain 28%
Defense 28%
Energy 28%
Regulation 16%
ALRI = Terrain (28%) + Defense (28%) + Energy (28%) + Regulation (16%)
The composite is banded A → E. Band A (90–100) indicates stable trajectory. Band C (60–74) indicates cross-system correlation forming — action recommended. Band E (<45) indicates cascade conditions present. The trajectory across recalibration cycles is the asset under management — not any single reading.
Stage 1 — Observe · 9 Biological Systems
Longevity Risk Framework
The underlying structure governing human function
Nine functional systems. Wearables, functional tests, stress challenges, contextual interviews over a 14-day window. Each system produces a risk band — Low → Critical — feeding into the clinical measurement layer.
Sleep
Automatic
Neurological
Movement
Oral-Systemic
Metabolic
Sleep
Automatic
Neurological
Hormonal
Reserve
Toxic
Structural Capacity is measured inside the Movement system via sport-specific assessments — the functional entry point into the framework.
Stage 2 — Measure · 12 Clinical Systems
Sonnenberg Biological Index
Their measurable expression in medicine
Twelve clinical biomarker panels. Real biomarkers — hs-CRP, NK cells, CoQ10, heavy metals, DNA methylation. Functional signal feeds 1–12 clinical systems via cross-system mapping. Results aggregate into four master systems with fixed institutional weights.
Terrain
28%
Defense
28%
Energy
28%
Regulation
16%
Stage 3 — Score
AMSEL Longevity Risk Index (ALRI)
Composite 0–100. Banded A → E. Per-system trend vector — Stabilising · Holding · Deteriorating. Recalculated on a fixed cadence. The trajectory between cycles is the asset under management.
A
90-100
B
75-89
C
60-74
D
45-59
E
<45
Stage 4 — Track
Biological Control Dashboard
Score, systems, and trajectory tracked across cycles in one institutional view. Same tests, same methodology, every cycle. The trajectory is the metric — not a single snapshot.
COMPOSITE
ALRI 0-100
CLASSIFICATION
A → E Band
TREND VECTOR
Stabilising · Holding ·
Deteriorating
CYCLE
Quarterly Recalibration
Trajectory is the Asset Under Management
A single score answers a single moment. Trajectory answers governance. The Index is designed for repeated measurement on a fixed cadence — the slope between cycles is the metric the framework manages.
Trajectory is the metric
A single ALRI read is a baseline. The slope between cycles is the asset under management.
Decomposition stays attached
Every composite carries the underlying system map. Movement in the headline traces back to a specific system.
Cadence is fixed
Recalibration occurs against a defined schedule — not on symptom presentation.
Trend classification is explicit
Each system is reported as Stabilising · Holding · Deteriorating. No interpretive ambiguity.
Sample Trajectory · Quarterly Cadence
52
Q1
D
58
Q2
D
64
Q3
C
70
Q4
C
76
Q5
B
80
Q6
B
Trajectory · +28 ALRI · Band D → Band B Across 6 Cycles