Open specification and reference verifier libraries for AqtaCore enforcement attestation receipts

On-device Gemma 4 contextual PHI redaction toolkit. Dual path: Ollama when the local daemon is available, WebLLM with gemma-4-E2B-it-q4f16_1-MLC in the browser otherwise. Apache-2.0.

Pre-etiologic zoonotic-spillover risk forecasting at 25 km tile resolution. Methodology, 25-event validation cohort, 8-layer governance framework, MCP server source, regulatory pathway. Aqta Technologies Limited (Dublin).

PDF redaction that runs entirely on your device. Five detection layers including Gemma 4 contextual PHI. No uploads, no servers, no leaks.