Research Gap Identification

via “research-gap-and-future-direction-identification”

AI agent for automated systematic literature reviews.

Unique: Combines evidence-based gap detection (low paper count, methodological limitations) with LLM reasoning to infer open questions, rather than relying solely on explicit gap statements in papers

vs others: More systematic than manual gap identification because it analyzes the full corpus and uses structured metadata, and more actionable than general LLM reasoning because gaps are grounded in the literature