Solutions

Build a research desk that remembers, challenges, and synthesizes over time.

QUI helps teams run persistent research agents that gather information, compare claims, identify gaps, and preserve useful context.

01

The Problem

Research work often disappears into documents, chat sessions, and individual notes. Each new project repeats discovery that has already been done.

AI can accelerate research, but without memory and workflow structure it can also produce shallow summaries that are hard to verify or improve.

02

What QUI Enables

QUI can coordinate research across:

  • Persistent research agents
  • Web content retrieval
  • Knowledge bases
  • Semantic memory
  • Multi-agent critique
  • Recursive exploration
  • Structured synthesis workflows
  • Human review before conclusions are finalized
03

Example Workflow

Research workflow screenshot with source, market, competitor, critic, FractalMind, synthesis, and review stages.
  1. A research agent gathers sources and creates an initial map.
  2. A competitor agent analyzes market movement.
  3. A critic agent challenges weak claims.
  4. FractalMind explores the problem from broad, parallel, and focused directions.
  5. ThinkThing structures the report workflow.
  6. A human reviews the final synthesis.
  7. Findings become reusable memory.
04

Outcome

Research becomes cumulative.

The company does not lose context between projects, people, tools, or model sessions.