Medical & Health Data Analysis
Transform complex health situations into evidence-based insights you can bring to your medical team.
What We Do
We analyze complex health situations using multi-model AI combined with scientific literature to help you understand:
- Supplement Interactions: How new or existing supplements might interact with each other or medications
- Medication Conflicts: Potential pharmacological interactions and mechanism analysis
- Unexplained Symptoms: Data-driven hypothesis generation based on timeline and regimen changes
- Evidence Synthesis: Comprehensive reports combining multiple AI platforms and peer-reviewed research
Important Disclaimer
SparkData Analytics is an independent research organization. We provide evidence synthesis and analysis for educational and informational purposes only.
This is not medical advice. All health-related decisions, including changes in medication, supplementation, and diet, must be made in consultation with a qualified healthcare professional.
Our 5-Phase Process
Each analysis follows a rigorous, systematic approach to ensure comprehensive and accurate results.
Phase 1: Intake & Problem Framing
We gather all relevant data: timeline of events, supplement/medication regimen, symptom logs, lab values, and medical reports. The goal is to distill your narrative into a precise, analyzable research question.
Phase 2: Data Acquisition & Literature Review
Systematic search across PubMed, Google Scholar, and evidence-based databases (Examine.com) for pharmacology, mechanisms of action, pharmacokinetics, and documented side effects for every relevant substance.
Phase 3: Multi-Model AI Analysis
Your case is analyzed independently across multiple leading AI research platforms:
- OpenAI GPT-5 Pro Deep Research
- Anthropic Claude Opus 4.1 Deep Research
- Google Gemini 2.5 Pro Deep Research
- Perplexity AI Deep Research
Phase 4: Triangulation & Synthesis
Cross-validation of findings across all platforms. Iterative fact-checking and verification of primary sources. Synthesis using rigorous analytical frameworks to identify convergent evidence and data gaps.
Phase 5: Report Delivery
You receive a comprehensive HTML report including: clinical presentation summary, primary proposed mechanisms, timeline analysis, contributing factors, evidence-based corrections, suggested clinical considerations, critical data gaps, and key questions for your medical team.
What You Receive
A comprehensive, professionally-formatted evidence synthesis report designed for collaboration with your healthcare providers.
Comprehensive Case Overview
Subject profile, presenting symptoms, key timeline, baseline regimen, and peak biomarker data organized for clinical review.
Research Methodology
Full transparency on AI platforms used, cross-validation approach, and evidence synthesis methodology with proper disclosure statements.
Primary Proposed Mechanisms
Detailed explanation of the most likely pharmacological or physiological contributors supported by literature and timeline correlation.
Clinical Considerations
Suggested immediate actions, critical data gaps to address, and specific questions formulated for your doctor appointments.
Ready to Get Evidence-Based Clarity?
Whether you're dealing with unexplained symptoms, medication concerns, or complex supplement interactions, we're here to help you understand the data.