Product experience / Knowledge & research

Aster↗

A research experience that brings a team’s knowledge into one readable place. Questions, source passages and decisions stay connected, so an answer has somewhere to lead.

  • Knowledge search
  • Cited answers
  • Source inspection
Product design & engineering
01 / The experience

Find the answer. Keep the evidence.

  1. 01

    Ask

    Start with a question about a launch, customer research or accessibility.

  2. 02

    Read

    Review a concise answer grounded in a small document library.

  3. 03

    Verify

    Open the source passage and inspect the context behind the answer.

02 / Engineering direction

The decisions
behind the interface.

How we would approach production. The working preview uses a defined sample dataset and local interactions; the architecture below describes the system behind a deployed product.

01

Connect the knowledge

Preserve source links, version metadata and access rules when ingesting documents.

02

Retrieve with permission

Apply user permissions before retrieval, then rank the relevant passages.

03

Ground the response

Attach passage references to the answer and provide an insufficient-evidence state.

04

Evaluate the result

Test retrieval relevance, citation accuracy and unanswered questions against a reviewed dataset.

Continue exploring

Vero

AI support operations

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