Source ingestion
Add a website URL or upload documents — plans, decks, reports, notes. VISION fetches and parses the content into a source record you can inspect.
Strategy is only as good as what the system has actually read.
VISION does not invent market knowledge. It works from the material you give it and from research questions you raise deliberately.
What Research does today
Strategic research questions
Raise the questions that matter to a decision, and keep them tracked rather than scattered across conversations.
Findings with verification state
Each finding records where it came from and how far it has been verified, so a retrieved statement is never treated as a proven fact by default.
Evidence linking
A sufficiently verified finding can be promoted into evidence and attached to the hypothesis or decision it informs.
What Research deliberately does not do
- · No continuous internet monitoring.
- · No autonomous competitive intelligence.
- · No real-time market surveillance.
- · No unlimited or unattended web crawling.
Retrieval happens when you ask for it, against material that is identified and reviewable. That constraint is what makes the resulting evidence worth citing.