Disclaimers
Inventrix supports proposal research and drafting workflows, but it does not replace institutional review, sponsor guidance, or legal advice.
No guarantee of funding
Use of Inventrix does not increase, guarantee, or imply funding outcomes with NSF or any other sponsor.
Past awards and retrieved examples should be used for context, not as a substitute for reading the active solicitation and program guidance.
No legal or compliance advice
Compliance-related outputs are operational aids only. You remain responsible for final submission accuracy, sponsor requirements, and institutional approvals.
Nothing on this website should be construed as legal, regulatory, or institutional policy advice.
AI limitations
Model-generated text may be incomplete, incorrect, or stylistically persuasive despite factual errors. All outputs require human review.
Similarity, ranking, and search relevance scores are heuristic signals rather than authoritative evaluations.