Ideation and Grant Writing
Overview
Covers AI tools that support the earliest stages of the research lifecycle: generating and refining research ideas, exploring the funding landscape, and drafting grant applications. Includes specialist scientific chatbots that provide source-grounded ideation, general-purpose AI assistants used for writing, and dedicated grant writing platforms.
The primary distinction from literature-review is intent: ideation tools help researchers formulate questions and directions, while literature review tools help them systematically survey existing evidence.
Tools in this area
| Tool | Vendor | Maturity | Status | Cost (GBP/yr) |
|---|---|---|---|---|
| notebooklm | production-ready | adopt | 0 | |
| dimensions-ai | Digital Science | production-ready | trial | unknown |
| perplexity-academic | Perplexity AI | production-ready | trial | unknown |
| grantable | Grantable | emerging | trial | unknown |
| granted-ai | Granted AI | emerging | trial | unknown |
| zendy-zaia | Zendy | emerging | trial | unknown |
Landscape notes
Immediate opportunity: Sheffield already licenses Google Gemini for all staff, which includes notebooklm. NotebookLM’s source-grounded Q&A and ideation features are available at no additional cost and represent a low-friction starting point for most researchers.
Specialist vs general: Many commodity chatbots (Gemini, ChatGPT) are capable of in-depth scientific discussion but struggle with hallucinated citations. Specialist tools (zendy-zaia, perplexity-academic) bridge this by grounding answers in academic databases — but their corpus coverage and governance profiles require evaluation.
Grant writing tools (granted-ai, grantable) are an emerging sub-category. These could support Research Support/Growth teams rather than researchers directly. Both require further evaluation before institutional recommendation.
Overlap with literature review: Tools like Perplexity Academic and Zendy ZAIA serve both ideation and literature discovery purposes. The boundary is porous — see literature-review for deeper survey tools.
Related capability areas
literature-review · hypothesis-generation · scholarly-writing
Sprint history
- 2026-03-04: Initial population from Q1 2026 AI Landscape Map
Navigation
All capability areas: Ideation and Grant Writing · Literature Review · Hypothesis Generation · Data Collection · Automatic Transcription · Autonomous Laboratories · Data Analysis · Scholarly Writing · Qualitative Coding · Knowledge Bases · Research Data Management