Automated AI assessment of enterprise programme documentation — from ERP and CRM to POS and interface design, and anything else a large-scale implementation produces — benchmarked across multiple LLMs so you see where models agree, where they diverge, and what a single review would miss. Log in to the web platform, upload your document, and the audit report is generated automatically — no installs, no manual setup.
We assess your documentation the way a thorough reviewer would — except across every section, every requirement, and more than one model at once.
Functional requirements, specs, gap analyses, blueprints, and any other structured documentation your programme produces, parsed natively.
Run the same audit pack across multiple LLMs and compare their findings side-by-side, not just one model's opinion.
Every requirement mapped end to end across the document, so gaps and orphaned statements are impossible to miss.
Findings prioritised by impact and delivered as structured reports ready for your governance review cycle.
From a single document review to continuous governance, we assess enterprise project documentation the way your reviewers wish they had time to.
Enterprise documentation review has always relied on a single reviewer's read. We built quality4.ai on the idea that a single model's read has the same limitation.
Not tied to one system or one document type — assessment logic that adapts to the structure and conventions of whatever programme produced the documentation.
And beyond these: HR systems, supply chain platforms, custom builds, and any other enterprise programme — if it's structured project documentation, it can be assessed. Document types include FRDs, BRDs, technical specs, gap analyses, system blueprints, data mapping documents, test plans, wireframes, RFPs, SOWs, and configuration guides.
A web-based, subscription platform built for enterprise teams — with data protection handled the way enterprise documentation demands.
We don't pick a favourite model — we run your document through several and show you exactly where their reads agree and where they don't.
Request a demo. We'll run one of your documents through the platform and show you the comprehensive feedback report — across multiple models.