Lumen Research AI Workspace
From scattered information to structured insight.
Visual Exploration & Product Walkthrough
The Core Challenge & Our Engineering Approach
The Challenge
Knowledge workers spend hours manually copying quotes, cross-referencing conflicting reports, and losing source links when compiling complex research.
Our Approach
Built an investigative canvas that plans research questions, extracts factual claims from documents and web sources, and visualizes source reliability trees.
Investigative Canvas and Provenance Graph Architecture
An intelligence workflow separating source gathering, claim extraction, evidence validation, and final research synthesis.
Research Plan Engine
Disassembles high-level research questions into verifiable sub-hypotheses.
Claim Extraction Layer
Isolates factual assertions from PDFs, news reports, and academic journals.
Citation Verification Tree
Hierarchical provenance graph validating source consistency and consensus.
Structured Synthesis Engine
Exports executive briefing memos with footnotes linked to exact source text.
Key Features & Technical Innovations
Claims Synthesis Panel
Aggregates key claims from across multiple sources into cohesive thematic groupings.
Citation Verification Tree
Visual hierarchy displaying primary sources, secondary references, and confidence scores.
Have a similar technical challenge or ambitious product vision?
Let's calibrate the architecture, timeline, and exact scope with our senior engineering team.