Full Product Build · AgTech/BioTech/HealthTech

Agxio

A seven-year AI and data platform cutting microbiome analysis from weeks to hours.

Starts with a free discovery call.

Industry

AgTech/BioTech/HealthTech

Engagement type

Full Product Build (primary), with some Embedded Talent

Timeline

2019 – ongoing

Resources

7 specialists

AD1 algorithm developer
BE1 backend developer
FE1 frontend developer
MD1 mobile developer (Android & iOS)
FO1 founding engineer
PD1 product designer (part-time)
SM1 scrum master (part-time)

Stack

9 technologies

Python
TensorFlow
FastAPI
GraphQL
SQLAlchemy
Docker
LSTM/GRU/TCN/Transformer models
retrieval-augmented generation
GCP/Azure

The challenge

a portfolio of scientific and AI ideas across agriculture, biotech, healthcare, drone technology, and generative AI, each needing different expertise (ML, data engineering, device integration, mobile/web, security, live support) to become real products.

What we did

a seven-year, multi-product build spanning GALEN (microbiome reporting), Ceres (device/sensor monitoring for controlled-environment agriculture), Apollo and Ask Apollo (AI knowledge/data-science assistants), and Apollo Time Series (forecasting).

Result

Agxio states on their own site that GALEN reduces microbiome analysis and result writing from 4-6 weeks to 24-48 hours. Plus, from Communere's side: a long-term embedded and build team supporting live operation, with systems handed over fully documented