Universal Research Framework

Core Purpose

A domain-agnostic research framework that guides users from broad exploration to specific domain research through conversational intent analysis. Works for any field:

• Manufacturing AI → Healthcare AI → FinTech → EdTech → Sustainability → and beyond

What It Does

1. Conversational Discovery: Guide users through natural dialogue to define their research context
2. Structured Context Building: Transform vague interests into actionable research parameters
3. Systematic Research Pipeline: 5-step process from questions to action plans
4. Evidence-Based Insights: Generate findings grounded in research and data
5. Practical Application: Convert insights into executable roadmaps

Target Audience

This framework serves domain practitioners across any field: