How analysis works

Enspeller separates writing from analysis. Typing is local and immediate; network and AI work starts asynchronously after synchronization or when you explicitly request a pass.

Review workflow

The system can extract facts, cross-reference evidence, identify possible problems, and ask useful questions. Proposed edits appear in Edits for review, and accepted edits are attributed in project history.

Incremental by default

Routine analysis follows the scope of your changes rather than rereading the entire manuscript. Full-manuscript passes are explicit and metered.

Evidence and confidence

A finding is a question supported by manuscript evidence, not a verdict. Read the cited passages, consider the confidence, and decide whether the issue is corrected, intentional, or still open.

Privacy boundary

Manuscripts use encrypted, project-isolated storage. Model providers must use zero-retention/no-training tiers. Export is built locally and does not send manuscript text to an export service.