SELECTED WORK / 05
Internal Knowledge Assistant
Document search, cited passages and a clear fallback when the available material cannot answer a question.
THE CHALLENGE
An answer you can trace.
Useful operating knowledge gets spread across documents, leaving team members unsure where to look or whether an answer has a reliable source.
Make the source passage visible beside the answer. Check whether retrieved material is relevant before responding, and give different roles focused views of the workspace.
EXPLORE THE PRODUCT
See the product in action.
Explore a working portfolio edition based on the project’s functionality, or open it at full size.
Portfolio interface based on reviewed project functionality, using anonymous content and sample data. Explore the screens and try the controls. Changes stay in this preview and reset on reload.
WHAT WAS BUILT
The pieces that
make it useful.
Selected work by our founder.
Knowledge-search interface and answer-flow prototype.
- Keyword retrieval over a sample document set
- Cited passages and relevance checks
- Model-response path with explicit sample fallback
- Role-specific views using demo accounts
- 01Ask a question
- 02Find the passage
- 03Check the source
Next.js
React
TypeScript
ClaudeBuild status
The reviewed version uses seeded documents, keyword retrieval and sample authentication. Cloud-drive ingestion and vector search are not implemented in that version.
The case study describes reviewed implementation work. No measured savings, revenue gains or performance improvements are claimed.HAVE A SIMILAR CHALLENGE?