Healthcare and clinical workflows
AI4Docs is developing SummarAIse, a sovereign clinical reasoning support and summarization layer intended for future deployment within NHS environments. It combines customized small language models, secure infrastructure, orchestration, and ontology-driven extraction.
The planned deployment model uses NHS VPCs or self-hosted servers, with FHIR and HL7 integration and no routine communication outside NHS firewalls. The system is designed to support structured clinical outputs such as discharge summaries and case summaries, and to improve over time through clinician-generated summaries, annotations, and feedback.
Patent law
Newral.net can support private document intelligence for patent workflows, including secure analysis of inventions, related technical material, and prior-art evidence where confidentiality and traceability are essential.
Medico-legal evidence analysis
Medico-legal teams often need to reconstruct a specific clinical event across very large case files. Newral.net can support date-ordered chronologies, terminology expansion, event retrieval, case summaries, and evidence review across collections that may reach thousands of PDF pages.
Financial intelligence and ERP
Newral.net can apply private AI to finance and ERP information. Language interfaces can coordinate structured queries, predictive models, anomaly detection, and governed access while keeping operational data within a controlled environment.
Enterprise strategy
The same orchestration model can connect internal documents, approved knowledge, deterministic tools, and review workflows for strategy analysis without sending sensitive plans or intellectual property to public services.