These cases come from twenty years inside consultancies and large companies. Each gives the situation, what SazAI Corpus does, and where to check it.
SazAI Corpus reads and records; your AI reasons over it; you decide.
By field
- Audit: what the documents say, what they leave out, and what was not checked.
- Compliance: your documents beside the law, quoted word for word.
- Financial services: the document and the part behind each value.
- Legal: each reading with how sure it is, photos included.
- Life sciences: the batch record and the dossier; no scene in this field has been scored in a run yet.
- Real estate: records and certificates read, and what could not be read.
Across the fields: Impossible Questions, questions about many documents at once, answered with the element each finding rests on; no question in this mode has been scored in a run yet.
The situation. In these fields, a document is not done when it is written. Someone will ask where each part came from, who changed it, and when.
What SazAI does. Every step is recorded: what changed, in which document, and who asked. Lineage links each version to its source. This is evidence of control, not a certification: whether it meets a formal requirement in your sector is a case-by-case conversation. See trust.
Material you did not write
The situation. Twelve decks left by someone who changed teams. A two-hundred-page manual the day before a meeting.
What Corpus does. Each document is read once, on entry, and questions are answered from that reading, with the source and the unit. See your documents.
Versions, and what changed
The situation. A contract comes back revised.
What Corpus does. The comparison is kept per unit, and anyone can reopen it later. See receipts and lineage.
Translation you can prove complete
The situation. Training goes to five countries, and nobody can say whether every slide was translated or the house terms were kept.
What Corpus does. Completeness is recorded per passage, the company glossary applies, and units left untranslated are reported, not hidden. Limits per format and language are in languages.
A whole portfolio at once
The situation. Hundreds of old materials: what repeats, and what can be reused?
What Corpus does. Each document’s measurements can be compared across documents, without opening them one by one.
Reuse instead of starting over
The situation. New material is due tomorrow, and the content already exists, scattered.
What Corpus does. Creation fills an existing template with your content or the agent’s. It is the least mature operation and needs human review before a client sees it.
A governed path for AI use that already happens
The situation. People paste company documents into personal AI tools, because they have to deliver.
What SazAI does. The same work, with documents in the company’s control zone and every step recorded. It addresses the cause; it does not replace the security tools that block. See privacy and sovereignty.
Leaving with what you built
The situation. Leaving a tool often means losing what was built in it.
What SazAI does. The vault is open, queryable from outside, and exported on request, under the conditions in privacy and sovereignty.
Not here yet
Legal redline intelligence and purpose-built agents per area are on the platform roadmap, not delivered. If your case depends on them, it is better to know now.