← All workResearch knowledge assistant

AI Panel

Connect specialist knowledge with the next step in research.

Bring expert knowledge, literature and product information into a guided conversation, connecting research questions with experimental planning and reagent recommendations.

MY CONTRIBUTION

Product strategy · Interaction design · Engineering collaboration

specialist knowledge retrieval
RAG
research requirements discovery
Guided dialogue

A better way to work

BEFORE

Researchers move between literature searches and expert consultation to find relevant information, clarify experiments and select suitable products.

WITH THE PRODUCT

A guided conversation organizes requirements, knowledge references and next steps, connecting consultation with experimental plans and reagent recommendations.

Core capabilities

01

Connect knowledge and product context

Plan retrieval and recommendation journeys around expert knowledge, literature and product catalogs to support concrete research needs.

02

Clarify the question through dialogue

Multi-turn interactions help users turn an open-ended question into research goals, requirements and useful follow-up directions.

03

Connect consultation to operations

Link research consultation, experimental planning and reagent recommendations with the mini-program and supporting operations system.

How it works

  1. 01

    Ask a research question

  2. 02

    Clarify requirements

  3. 03

    Retrieve knowledge and literature

  4. 04

    Develop plans and recommendations

PRODUCT / ENGINEERING

What I delivered

RAGProduct DesignKnowledge RetrievalMulti-turn UX

At a Shanghai-based network technology company, I led requirements, product planning, prototypes, interaction design, engineering collaboration, release testing and iteration for AI Panel. I also planned the WeChat mini-program and operations system, linking consultation with commerce, orders and service workflows.

Does your team face a similar challenge?

Start with one workflow. Let’s explore how AI could fit your operations.

Discuss your project
CONTACT / COLLABORATE

What would you like to solve?

Get in touch about enterprise AI, workflow automation, practical AI training and adoption, or career opportunities. I’m also happy to discuss independent product design and development. Start with your workflow and the outcome you have in mind.