EdTech / Academic Research

Aveksana – AI-Powered Research Assistant

Aveksana revolutionizes academic research with AI-powered topic generation, automated literature reviews, and intelligent gap analysis tools designed specifically for graduate students and professional researchers.

Client: Aveksana

Project Duration

2.5 Months

Team Size

5 Engineers

Impact

+43% Efficiency

Platform

Web Application

The Challenge

Academic researchers were spending 40% of their time on literature reviews rather than original research. Aveksana needed a platform that could intelligently process millions of academic papers, identify emerging research trends, and generate novel thesis topics with supporting evidence.

Our Approach

Academic Workflow Analysis

We conducted in-depth research with PhD candidates and professors to map pain points in the research process.

Natural Language Processing

We developed custom NLP models trained on 12M+ academic papers to extract research methodologies and findings.

Semantic Knowledge Mapping

We built knowledge graphs connecting research fields to visualize unexplored intersections and opportunities.

Our Solution

We developed a sophisticated research platform featuring multi-dimensional semantic search across 15+ scientific databases, AI-powered research gap analysis with citation network visualization, an interactive proposal generator with real-time feedback, and personalized research recommendations based on user expertise and interests.

The Results

Onboarded 10,000+ researchers from 78 universities worldwide

Reduced literature review time by 60% for graduate students

Increased research proposal approval rates by 43%

Generated 15,000+ unique research topics adopted by researchers

Facilitated 250+ published papers acknowledging the platform

Created a 35% increase in cross-disciplinary research initiatives

Surya Yadav

AIVEX helped us develop an AI-powered research assistant that generates research topics and streamlines the discovery of knowledge gaps. Their ability to integrate AI with a seamless user experience has been a game-changer. We are now working with top universities and research institutions worldwide.

Surya Yadav

Founder & CEO @ Aveksana

Gallery

aveksana project screenshot

Technologies Used

Next.jsPythonTensorFlowNeo4jOpenAI EmbeddingsElasticsearch

Project Timeline

Research & Requirements3 Weeks
Core Engine Development6 Weeks
User Testing & Refinement2 Weeks

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