Knowledge systems
Biosphere
Source-grounded knowledge modeling for complex documents, evidence, and decisions.
- Our role
- Product design and engineering
- Product
- Knowledge systems
- Capabilities
- Web products and frontends · Platforms, backends, and APIs · Applied AI and data systems
- Work
- Knowledge UX · Applied AI · Data modeling · Frontend
The challenge
Make the hard part usable.
Dense source material is difficult to compare, navigate, and use in consequential decisions. Summaries alone lose the connection back to evidence.
What we delivered
Product and system, together.
We built product flows for source intake, structured modeling, exploration, and detail views designed to preserve the relationship between a conclusion and its supporting material.
What it proves
Production work with consequences.
- Made complex source material easier to navigate
- Kept product outputs connected to inspectable inputs
- Created a foundation for evidence-led comparison and decisions
Product views
A closer look.
Key product workflows and operating states.
Relevant work
Three connected stories.
Explore products built around similar technical and operating challenges.