
ENBIOSIS TECHNOLOGY
To train the machine learning models, Enbiosis compiled a microbiome database using available open-source data from the American Gut Project, the Human Microbiome Project, the Flemish Gut Flora Project, and the in-house data they possess. The database consists of microbiome data and lifestyle & health information from over 46,000 individuals. With their expanding biobank, our AI tech is continuously improving itself.
Combining AI and The Gut Microbiome
The gut microbiome is analyzed using artificial intelligence technologies. Upon receipt of the sample, our contracted laboratories conduct the NGS-based analysis. The ENBIOSIS software processes the raw DNA data, determines which bacterial groups live in the person’s gut at the taxonomic level, and, most importantly, defines the ecological and functional relationships between them. The details of the microbiome analysis are provided in the ENBIOSIS Microbiome Modulation Report.
RESULTS of Enbiosis, HoloFlora’s AI-Powered Targeted
Microbiome Modulation & Personalized Diet Plan
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85% improvement in bowel habits
For individuals with IBS or intestinal disorders in ROC AUC measurement
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63% improvement in energy Levels
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42% improvement in sleep
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14.2 pounds on average weight loss
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18% Increase in Microbiome Diversity
Based on Shannon Diversity metrics

Artificial intelligence-based personalized diet:
A pilot clinical study for irritable bowel syndrome
A Multicenter Randomized Controlled Trial of Microbiome-Based Artificial Intelligence-Assisted Personalized Diet vs Low-Fermentable Oligosaccharides, Disaccharides, Monosaccharides, and Polyols Diet:
A Novel Approach for the Management of Irritable Bowel Syndrome

Efficacy of AI-Assisted Personalized Microbiome Modulation by Diet in Functional Constipation:
A Randomized Controlled Trial
Impact of perioperative high-protein nutritional support on postoperative outcomes in the treatment of primary lung cancer:
A multicenter comparative low-intervention study
