Health advice built for your body
Standard health guidelines are built on population averages. Your genetics, your ancestry, and your body composition aren't average. Sirpi closes that gap.
The problem with “normal”
Clinical reference ranges are derived from population studies that skew toward specific cohorts. The result: “normal” ranges that may not describe your body at all. A South Asian patient with a “normal” HbA1c may already be pre-diabetic. An East Asian patient with a “normal” BMI may carry disproportionate visceral fat.
4×
heart disease risk
even at normal BMI
10 yrs
earlier diabetes onset
compared to European populations
40%
higher mortality
from cardiovascular disease
Hidden
body composition
visceral fat missed by BMI
Ancestry-aware calibration means interpreting your data through the lens that fits your body, not the one that was cheapest to research.
How Sirpi personalizes
Every piece of data you share — labs, genetics, body composition, daily habits — feeds into a model that's specific to you. Here's what that looks like:
Risk interpretation that fits your body
Standard lipid panels flag the same thresholds for everyone. But cardiovascular risk varies by ancestry, body composition, and metabolic history. Sirpi interprets markers like ApoB, Lp(a), and LDL particle counts in the context of who you are — not who the study cohort was.
Body composition beyond BMI
BMI was designed as a population statistic, not an individual diagnostic. Sirpi accounts for body-fat distribution patterns, visceral fat risk, and metabolic markers like HOMA-IR — calibrated to your baseline, not a generic chart.
Genetics linked to your bloodwork
A genetic variant in isolation is trivia. The same variant alongside your actual biomarker trends is actionable. Sirpi connects 130 variants across 10 themes to your lab results, so you see what your genetics mean for your body right now.
Every conversation, calibrated
Nutrition, sleep, activity, recovery — every coaching interaction inherits context about your ancestry, your lab trends, your genetics, and your goals. The advice adapts to you, not the other way around.
Where the calibration is deepest
Sirpi's ancestry-aware calibration started with South Asian health patterns — a population where the gap between standard guidelines and actual risk is among the widest and best-documented. This is where our calibration runs deepest today:
South Asian calibration
- Cardiovascular risk factors (ApoB, Lp(a), LDL-P, hs-CRP)
- Metabolic markers (HbA1c, fasting insulin, HOMA-IR)
- BMI and body composition interpretation
- Genetic variant frequencies and dietary context
- Cultural dietary patterns and food recognition
- Coaching context across nutrition, sleep, and recovery
Expanding to more populations
The principle — interpret health data through the lens of your body — is universal. South Asian is first because that's where the research gap is widest and where our founder saw it firsthand. More ancestry-specific calibration layers are in development.
Meanwhile, everything else Sirpi does — the 173-biomarker extraction engine, genetic variant interpretation, food photo analysis, DEXA tracking, sleep and recovery coaching, wearable integration — works for everyone, today. Calibration is a layer that makes interpretation more precise. It's not a gate.
The full platform
Ancestry calibration is one layer. Here's everything Sirpi brings together:
Lab & Biomarkers
173 biomarkers across 21 panels — from standard lipids to ApoB, Lp(a), HOMA-IR, thyroid, hormones, and heavy metals. Extracted from any lab PDF.
Genetic Analysis
130 variants across 10 themes from 23andMe or AncestryDNA raw data — linked to your actual biomarker trends, not isolated trivia.
AI Food Analysis
Photo-to-nutrition in seconds. Recognizes Indian dishes — dosa, biryani, dal — with portion-aware macro breakdowns and a health score.
Personalized Coaching
Advice shaped by your bloodwork, body composition, genetics, and daily patterns — not generic calorie math.
Wearable Sync
WHOOP, Oura, Apple Watch data unified — HRV, sleep stages, strain, and recovery all feeding the same AI coach.
DEXA Analysis
Hologic, GE Lunar, and Norland scanners supported. Body composition trended over time with ancestry-adjusted interpretation.
WhatsApp Coaching
Snap a meal photo on WhatsApp and get instant nutrition analysis with coaching — no app switching needed.
Individual results vary. Sirpi provides educational health and wellness information and is not a substitute for professional medical advice.