06Knowledge product · Product design

Making timeless knowledge accessible through conversation

Sourced answers built from connected texts

Role: Founder and product designer
Disciplines: Product design · Information architecture · Visual system · AI-native product

RABBAI

Context and transformation

The source material is vast, cross-referenced and hard to enter without prior knowledge. The product explores conversation as the entry point, with one non-negotiable design rule: every answer shows the passages it was built from. The interface carries the sources as first-class content, not as a footnote.

Transformation

From an inaccessible corpus into a conversation you can follow back to its sources

Design system and product experience

Knowledge map

data visualizationKnowledge mapTopics and their relationships across the source material21/9 · both

Conversation and sources

product mobileConversational interfaceQuestion and answer with the sources attached to the answer9/19.5 · mobile · interface proportions preserved

product desktopSource and reference cardsReference card: text, citation and where the passage sits in context16/9 · both · interface proportions preserved

Topic exploration

processTopic explorationEntry points into topics without requiring prior knowledge16/10 · both · interface proportions preserved

Connected concepts

data visualizationConnected conceptsHow one concept links to adjacent ones across sources1/1 · both

product mobileMobile guidance experienceReading and guidance flow on mobile at intrinsic proportions9/19.5 · mobile · interface proportions preserved

Trust and transparency

The product states what it is not: it carries no religious authority

processTrust and source transparencyWhat the product does and does not claim, and where each answer comes from16/9 · both

Current lens

current lensHow an answer is formedConcept: question to retrieved passages to answer, each step visible16/10 · both

Not part of the original engagement

The design question is provenance, not fluency. Show the retrieval: the question, the passages it reached for, and how the answer was assembled from them — so a reader can disagree with the answer and still trust the product. Where the sources are silent, the interface says so.

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In their words

The work speaks so do they

“Ron was part of Liquidity from the early days and played an important role in shaping our visual identity as the company grew. Beyond his talent as a designer, Ron brought creativity, care, dedication, and a personal commitment to every project. His work became a meaningful part of Liquidity's journey, and I'm grateful to have had him with us along the way.”

Ron Daniel

Founder & CEO · Liquidity