Formulation-level pharmacogenomic intelligence

Read the genome of a formulation.

Formulomics resolves a complete multi-ingredient formulation against population pharmacogenomic data — across the actionable pharmacogenome — into a single, legible intelligence layer.

FRI · Formulomics Risk Index REPRESENTATIVE
0 · Minimal25 · Moderate45 · Elevated70 · High
0 Moderate Tier
01 — The category

Genomic risk has always been read one drug, one gene at a time. Formulomics makes the whole formulation the unit of intelligence.

The old unit of analysis

One drug. One gene.

Pharmacogenomic risk is assessed in isolation — a single interaction, evaluated alone. The convergences between ingredients and between genes go unread.

CYP2D6 DRD2 HTR2C ABCB1
The Formulomics unit

Every ingredient. Every relevant gene. One layer.

The formulation becomes the unit of analysis — every ingredient, every relevant pharmacogene, and the convergences between them, resolved deterministically and anchored to evidence.

CYP2D6 × DRD2 prolactin axis population fit
02 — How it works

Formulation in. Intelligence out.

A deterministic, evidence-anchored pipeline — not a black-box prediction engine.

INPUT

The full formulation

Every ingredient in the formulation enters as a single unit of analysis — not one drug at a time.

ANALYSIS

Population pharmacogenomics

Resolved across the actionable pharmacogenome against population genomic data — convergences, not coincidences.

OUTPUT

Scores + clinician report

Composite intelligence scores and a structured, defensible, evidence-tiered intelligence report.

03 — The intelligence layer

Six instruments. One reading.

Each readout below is taken from a representative analysis of compounded risperidone — real values, mirrored from a Formulomics intelligence report.

FRI
Formulomics Risk Index
Moderate

A single composite score, 0–100, summarizing the formulation's pharmacogenomic risk posture across four tiers.

0 / 100
Moderate band
MinimalModerateElevatedHigh
0254570100
CVP · CISS
Convergent Vulnerability

Where multiple genes converge on one biological vulnerability.

0% CVP
CYP2D6exposure × DRD2susceptibility

On-target, intra-pathway — exposure-driven D2 ADR convergence.

GCI · Population Fit Scoring
Population Fit

How a formulation fits a target population, scored across ancestries. DRD2 Taq1A A1 carrier frequency:

EuropeanEUR
25%
East AsianEAS
42%
AfricanAFR
30%
Admixed Am.LAT
35%
PGx Fingerprint · Formulation Readiness
Signature & readiness
Caution

The formulation's unique genomic signature and a go / caution verdict. Pathway intensity:

Dopaminergic (D2/D3)
100
Serotonergic (5-HT2)
82
CYP2D6 metabolism
78
Metabolic / weight
64
Dopaminergic-dominant
Readiness: caution · phenotype-informed
GES
Genomic Enrichment Score

A trial-design enrichment factor for R&D — how much a genomically-informed cohort concentrates signal.

Enrichment
0%
Fewer subjects

A study enriched for the CYP2D6 × HTR2C stratum reaches power with roughly 71% fewer participants.

Deliverable
The intelligence report

Every score resolves into one structured, clinician-ready report — the platform's output.

01 · Intelligence SummaryFRI 41
07 · Adverse Sequelae Pathwayprolactin
10 · QA & CertificationPASS
See it animate ↓
ASP — Adverse Sequelae Pathway

A single outcome, mapped node by node.

From molecular initiating event to adverse outcome — demonstrating what can occur and who is predisposed, stated at its true evidence strength. The reference instance: the prolactin axis.

Molecular initiating event 1A
D2 antagonism at lactotrophs
Risperidone and 9-OH-risperidone antagonize dopamine D2 receptors on pituitary lactotrophs — removing dopamine's tonic brake on prolactin release.
Key event 1A
Hyperprolactinemia
Serum prolactin rises. Risperidone elevates prolactin more than most agents in its class — a measurable, dose-related physiologic shift.
Key event 1B
Hypogonadal shift
Sustained hyperprolactinemia suppresses GnRH → ↓ LH/FSH → ↓ testosterone, shifting the androgen-to-estrogen balance.
Adverse outcome 1A
Endocrine sequelae
Gynecomastia and galactorrhea, with downstream endocrine and oncologic considerations — predisposition modulated by DRD2, ABCB1 and PRLR.
Honest tier The pathway states a general predisposition at its true evidence strength — never a specific-causation claim, never an individual prediction. Considerations, not directives.
Formulomics Temporal — Two clocks, one molecule

Travel the lifetime of a formulation.

Every risk a formulation carries runs on two clocks: when it became foreseeable from first principles, and when it was proven in the literature. Formulomics Temporal reads both — from the molecule's inception to today.

Derivation · t_d
Foreseeable
Derivable from mechanism, gene and physiology — a hypothesis, never a finding.
Confirmation · t_c
Proven
The date a gradeable study established the association. Always lags derivation.
The window between
Predictability lead
Foreseeable, but not yet proven — the substrate of diligence.
◉ Assessment date · representative analysis · risperidone
FRI — confirmed → frontier
6 13
Minimal
0254570100
1
Confirmed axes
+3
Foreseeable
6
Not yet knowable
Pharmacogenomic panel — state at assessment date● confirmed◷ foreseeable▢ not yet

When each risk was foreseeable vs. proven

Sorted by predictability lead · t_c − t_d
◷ derivable (t_d) ◉ confirmed (t_c) same year
The diligence verdict
The two highest-severity risks were the most foreseeable.

Risperidone's confirmed risk picture was launch-state through 1998, crossed into Moderate at the 2003 review, and completed by 2013. But the predictive frontier ran years ahead: DRD2 (prolactin) led by 8 years, HTR2C (weight gain) by 7 — foreseeable from mechanism half a decade before they were proven. Run every five years, Formulomics holds two records at once: a dated confirmation trail showing each signal was surfaced when proven, and a predictive trail showing which risks were foreseeable earlier — the exact substrate the "knew-or-should-have-known" question turns on.

Legal & regulatory

A dated, defensible record

What was knowable, and when — a diligence trail anchored to evidence milestones, not hindsight.

Risk management

Foreseeability, quantified

Separate the proven from the predictable, and put a date on each.

Pharmacovigilance & drug safety

Signals before they're signals

Surface adverse-sequelae axes on the predictive frontier — ahead of confirmation.

Manufacturers & makers

Two records, one product life

Hold a confirmation trail and a predictive trail across the entire lifetime of a formulation.

04 — The deliverable

The clinician-ready report.

Considerations, not directives — defensible, evidence-tiered, and ready for the clinic. Proof, not promise: the live output of a representative analysis.

PGX · STAGE 4 FULL REPORT · REPRESENTATIVE ANALYSIS
Pharmacogenomic Intelligence Report · IXI Inc.
Compounded Risperidone — Oral Formulation
A single-agent atypical antipsychotic whose pharmacogenomics are unusually well-rounded: a labeled metabolic gene that sets exposure, the dopamine target that converts it to effect, and a defined adverse-sequelae axis.
0
FRI™
Moderate
0%
Genomic
exposure
0
Genes mapped
3H · 5M · 2L
0%
CVP™
on-target
CAUTION
Readiness™
phenotype-informed

Convergence Matrix — gene × cascade

Metab.TargetProlactinWeight
CYP2D6HMM·
DRD2·HH·
HTR2C·L·H
ABCB1M·M·
CYP2D6DRD2HTR2CABCB1+6 more

Population Fit — DRD2 Taq1A A1

EUR
25%
EAS
42%
AFR
30%
LAT
35%
CAUTIONready · informed
Ready to use with genotype-informed care. The defining consideration is the on-target CYP2D6 × DRD2 convergence.

"Considerations, not directives. Defensible by design."

05 — Who it's for

Wherever a formulation meets a population, there is intelligence to surface.

01

503B compounding pharmacies

Formulation-level genomic intelligence on what they compound — the whole preparation read as one unit.

FRI™ · Formulation Readiness™
02

Pharmaceutical manufacturers

Pharmacogenomic capability framing for products and pipelines — a category-defining intelligence layer.

CVP™ · PGx Fingerprint™
03

Nutraceutical brands

Population-fit and ingredient-convergence intelligence across every ingredient in the formulation.

Population Fit Scoring™ · CISS™
04

Telehealth & functional medicine

Clinician-ready considerations at the point of prescribing — defensible and evidence-tiered.

Intelligence Report · ASP™
05

Pharma & biotech R&D

GES™-driven trial-design enrichment and sample-size efficiency — concentrate signal, shrink cohorts.

GES™ · Genomic Enrichment

A category, not a limit

Formulomics™ invents and owns the formulation-intelligence category. The list above is where it starts — not where it ends.

Partner with IXI Inc.
06 — Evidence & rigor

Evidence-anchored. Population-level. Defensible by design.

CPIC A
+ PharmGKB
Evidence anchors
0+
Pharmacogenes
The actionable pharmacogenome
0+
Compounds
In analytical scope
100%
Deterministic
Not a prediction engine
Population-level

A posture, not a prediction

Formulomics™ analyzes formulations against population genomic data. It never issues patient-specific directives or predicts an individual outcome — the strength is its honesty.

Honest tiering

Every claim at its true strength

From CPIC Level A through well-replicated to emerging, each finding is stated at its real evidence tier. Associations are never inflated to causation.

Deterministic

Evidence-anchored, not black-box

The intelligence is reproducible and traceable to its sources. We show what the platform produces — methodology is disclosed under NDA.

Partner with IXI Inc.

Read the genome of your formulation.

Request access to Formulomics™. Engagements and methodology are disclosed under NDA.

Patent-pending platform · Considerations, not directives