Where each tool is actually private.
Ai2 AstaSemantic Scholar
Training on your dataPartialPartial: Ai2's FAQ, checked 13 Oct 2026, says under Analyze data that raw uploaded datasets are never used for model training. Prompts and interactions may be logged for reliability but are not used to train models without explicit opt-in; opting in may put de-identified interactions into a public research dataset to improve Asta. This is a scoped FAQ statement, not a full-policy audit or a blanket guarantee for every literature query. No account or data-flow trial was run.UnknownUnknown: Unknown
EU data residencyUnknownUnknown: Hosted EU residency and a DPA are unverified as of 13 Oct 2026. The FAQ directs sensitive or regulated datasets to self-hosting; this does not establish an EU-only hosted option or certify an institution's self-hosted setup.UnknownUnknown: Unknown
SOC 2 attestationUnknownUnknown: Not recorded as a plan-wide guarantee. Check the dossier's privacy notes and sources.UnknownUnknown: Unknown
Local-first by defaultPartialPartial: This dossier focuses on the hosted assistant at asta.allen.ai, not a local-only product. The FAQ describes self-hosting as the path for regulated data. No self-hosted installation or its external model calls were checked as of 13 Oct 2026.UnknownUnknown: Unknown