VitalScribe · Human-centred writing platform
Human-centred writing, refined intelligently.
A secure writing review and refinement platform that improves clarity while preserving meaning, facts, names, dates and citations. Not a rewriting tool — a meaning-preserving editor with responsible safeguards.
Advisory AI-likeness scores never verify authorship. Developed by VitalWorks Limited.
Capability
Every step of the writing review, under one professional shell.
Advisory scoring across 17 heuristic dimensions with a per-sentence heat-map. Meaning-preserving rewriting with a semantic-integrity gate as the last word. A first-party house model (Scribbler 1.0) that stamps every document with the exact revision that produced it.
01
Detect
Advisory AI-likeness scoring with sentence-level highlighting, 17 signal dimensions and reading-quality analytics.
02
Refine
Meaning-preserving humanize + purpose-driven writing profiles. Every citation, quote and figure stays byte-identical.
03
Validate
Semantic-integrity gate compares original and revised — meaning below the floor blocks the revision automatically.
The Scribbler house model
One named identity behind every refined document.
Scribbler 1.0 orchestrates baseline detect → deterministic humanize → optional LLM polish → semantic-integrity gate → final detect. The fine-tuned Scribbler 2.0 plugs into the same pipeline once training concludes. Every document version is stamped with the exact model revision that produced it — audit-anchored, traceable, versioned.