Client/Industry
A nutritional genetics company leveraged DNA insights to automate personalized dietary recommendations and wellness management.
genopalate
Claude-Powered Lab Report Processing for Personalized Nutrition
A digital platform that uses Claude Haiku 4.5 to read lab reports and extract blood biomarker information to turn them into structured data for personalized nutritional supplement formulation.
Request a DemoEnhancements
- Claude-based Lab Report Processing
- Blood Biomarker Extraction
- PHI Detection and Redaction
- Personalized Supplement Formulation
- Support for Multiple Lab Report Formats
Services Delivered
- Claude API Integration
- Amazon Bedrock Integration
- Event-Driven AWS Pipeline Development
- PHI De-Identification Workflow
- Lab Report Data Extraction
- Biomarker Mapping
Tech Stack
- AWS Amazon Bedrock Claude API
- Claude Haiku 4.5
- Node.js
- React
Project Overview:
Alice’s Personalized Nutrition LabelA snapshot of your nutrition, based on your DNA
Alice’s Nutrition Recommendations2,075kcal
Total Fat
Monounsaturated Fatty Acids
Omega-3 Fatty Acids
Vitamin D
Iron
Magnesium
Calcium
Alice’s Sensitivity Results
Alcohol MetabolismHigh
Gluten SensitivityLow
Lactose SensitivityLow
The Next Step To A Healthier You
Over 88% of consumers have reportedly made dietary changes to improve their health, yet most still rely on broad nutrition guidance that does not reflect their individual biology.
GenoPalate wanted to make its personalized nutrition recommendations more accurate by adding blood biomarker data to its existing DNA and diet model. The challenge was that members uploaded lab reports as regular PDFs from different labs, so the formats, labels, and measurement units were not consistent.
AkshatMedTech Digital Health built an AWS-based processing pipeline to handle these reports automatically. The system de-identifies PHI and uses Claude Haiku 4.5 through Amazon Bedrock to read the lab reports and extract the clinical values GenoPalate needs.
Those biomarker results are then mapped to GenoPalate’s nutrient model. The pipeline is live in production today and handles the lab reports GenoPalate members upload through the product, giving GenoPalate another source of individual health data to use when creating personalized supplement formulations for each member.
Challenges Faced by Our Client
Connect With Our ExpertsInconsistent Lab Report Formats Members submitted bloodwork from many different laboratories, with different layouts, labels, units, and document structures.
01Limited Report Compatibility The existing system worked with predictable report formats, but new ones required new rules to read and extract the data correctly.
02Sensitive Health Data Protection Lab reports contained PHI, which had to be detected and removed to meet HIPAA requirements before the document could move through the AI workflow.
03Inconsistent Biomarker Data Usage Processing lab reports inconsistently made it difficult to use their biomarker data reliably in GenoPalate’s personalization model.
04Lack of Third-Party Integration Billing systems & external health tools (e.g., wearables, EHRs, or fitness apps) remained disconnected from the main system.
05
Solutions We Gave
Claude-Powered Biomarker Extraction
Claude Haiku 4.5 runs through the Claude API on Amazon Bedrock and reads the lab report content.
It extracts the clinical biomarker values GenoPalate needs from reports with different layouts, labels, and units, reducing reliance on format-specific parsers.
Learn Moregenopalate
DNA COLLECTION KITAdenine (A)Guanine (G)Thymine (T)Cytosine (C)
Structured Biomarker Mapping
The extracted values are converted into structured biomarker data and mapped to GenoPalate’s nutrient model.
This allows blood test results to become part of the information used to create personalized nutritional supplement formulations.
Learn More
genopalate
HOMENUTRIENTSFOODSINSIGHTSSHOPACCOUNTLOGOUTSelect BoostersEach of these boosters will add ingredients to your custom formula, effective on your next order. Limit 3.
$25/moAnti-Stress Booster
- Rhodiola
- Ashwagandha
- Korean Ginseng
$25/moCraving Control Booster
- Chromium
- Alpha-Lipoic Acid
- L-Theanine
- Gymnema
$25/moMetabolic Support Booster
- Vitamin B6
- Pantothenic Acid
- Green Tea
- Vitamin D3
Secure Lab Report Processing
We built a HIPAA-compliant platform with an event-driven AWS pipeline that validates uploaded lab PDFs, detects and redacts PHI, and prepares Markdown for further processing.
This gives GenoPalate a consistent way to prepare reports from different laboratories before sending the required information to the AI workflow.
Learn More
genopalate
HOMENUTRIENTSFOODSINSIGHTSSHOPACCOUNTLOGOUTLab report pipeline
# Lab ReportGlucose: 92 mg/dLHbA1c: 5.3 %Vitamin D: 34 ng/mLFerritin: 71 ng/mL1Upload PDF2Validate3Redact PHI4Markdown
HIPAA-Compliant Subscription Flexibility
Our HIPAA-compliant platform’s try-before-you-subscribe option allows users to experience personalized nutrition insights before committing to supplement subscriptions.
For continued guidance, a six-month subscription includes optional consultations with a resident dietitian.
Learn More
You’re in control of your dataPersonalized nutrition insights, protected by design.
Try before you subscribe
HIPAA-compliant handling of your data
6-month plan with dietitian consults
Impact Produced
Michael’s Analysis
8×adoption
8× Increase in Lab Report Processing Adoption
Adoption of GenoPalate’s lab report processing feature has increased 8× since the Claude-powered pipeline went live.
Deeper Biomarker-Based Nutrition Personalization
Supplement formulations can use blood biomarker data alongside DNA and dietary information, giving GenoPalate a more complete picture of the member’s biology.
Scalable Lab-to-Formulation Processing
Members can upload their lab report, have the required biomarkers extracted, and use those results as part of their personalized supplement formulation.
Explore AI and Automation Tools to Speed Up Your Healthcare Workflows
Contact Us NowOur Tech Stack
Contact Us TodayawsAWS
nodeNode JS
⚛React