Axine Labs has published six foundational technical papers, each permanently deposited on Zenodo with a Digital Object Identifier (DOI), establishing a transparent scientific standard for how commercial satellite records are generated, verified, and audited across regulatory compliance, agriculture, forestry, and insurance.
As European Union regulators, commodity traders, and institutional insurers increasingly mandate satellite verification for supply chains and physical assets, the remote sensing industry faces a credibility crisis. Most commercial earth observation platforms rely on proprietary, unverified "black-box" machine learning models whose error rates and training biases cannot be inspected by third-party auditors. When a compliance shipment is flagged or an insurance claim is disputed, black-box outputs fail regulatory scrutiny.
Axine Labs' newly published methodological corpus eliminates that opacity. Every analytical record generated by the Lisaris platform maps directly to a named, published mathematical methodology backed by pre-registered validation controls, meaning the performance gates and control plots behind Lisaris's EUDR and forestry engines were locked and registered before test results were evaluated.
The Published Methodological Corpus
- Dated Plot Evidence for the EU Deforestation Regulation: A Per-Plot Record With Pre-Registered Controls, DOI: 10.5281/zenodo.23191120
- Harvest or Conversion: A Per-Block Record for Wood Placed on the EU Market, DOI: 10.5281/zenodo.23191471
- Forest Records From Open Satellite Archives, DOI: 10.5281/zenodo.23191399
- A Weekly Field Record From Forty-Three Years of Open Imagery, DOI: 10.5281/zenodo.23191338
- Weather, Soil Moisture and Disease Risk for a Field, DOI: 10.5281/zenodo.23191271
- Dated Records for Claims and Portfolios, DOI: 10.5281/zenodo.23191169
"When an enterprise customer or a European customs auditor looks at a satellite compliance record, 'trust our AI model' is not an acceptable legal standard," said David Adeyemo, Founder and CEO of Axine Labs. "By publishing the exact physical equations, spectral unmixing gates, and pre-registered control benchmarks behind Lisaris with permanent DOIs, we give our customers, and their auditors, a deterministic chain of custody from raw orbital pixel to signed legal filing."
All six technical papers are publicly accessible to customers, regulatory auditors, and channel partners on the Axine Labs Applied Spectroscopy Papers repository.
About Axine Labs
Axine Laboratories Inc. (Axine Labs) is an applied spectroscopy and geospatial intelligence company building Lisaris, the autonomous earth observation platform that turns multispectral, hyperspectral, and radar satellite streams into deterministic, audit-grade records. Operating across 100 specialized physical and machine learning models, Lisaris powers mineral exploration targeting, 3D subsurface modelling, EUDR supply chain compliance, infrastructure monitoring, and agricultural intelligence for operators across Africa, Latin America, Asia, and Europe. For more information, visit www.axinelabs.com.
Media & Commercial Enquiries: contact@axinelabs.com