Knowledge graphs
A company list tells you who is there. A relationship map shows who integrates, competes, invests and gets acquired. We build the data and the interface together so those connections can be explored.
- 01Find the entities
- 02Extract relationships
- 03Check each edge
- 04Explore the map
See the links inside a large collection
A graph is useful when the relationship between records answers a question that a flat list cannot.
Market ecosystems
Connect companies, products, categories and news to show where an industry is moving.
Supplier networks
Follow who builds, integrates or buys from whom, with the source behind a relationship.
Internal knowledge
Link projects, systems, owners and decisions so a team can find the context around a record.
An edge needs a source
Define entities and relationships
We decide what counts as a company, product or event and which links are worth storing.
Extract with a trail
Models propose connections from source material. The record keeps the passage, date and confidence that produced each edge.
Design the exploration
Search, filters and detail panels let a person move through the graph without losing the reason two things are connected.
PlexWyn is a working graph of the AI market.
PlexWyn maps hundreds of AI companies by category and relationship: integrations, dependencies, competition, investments and acquisitions. Visitors can expand clusters, filter the map and inspect a company behind each node.
See PlexWyn Explore classification
What stays in your hands
We decide the handoffs before the first run, then make them visible in the product.
Uncertain links stay uncertain
A proposed relationship is held for review when the source is weak or names are ambiguous.
Changes have dates
Partnerships and product dependencies move. We record when a source was checked and make stale edges visible.
The interface serves a question
A large animated graph can look impressive while hiding the answer. We design filters and detail views around the decision people came to make.
What connections are hard to see today?
Tell us which records you hold and the relationship your team keeps trying to trace. Then we can sketch a first graph small enough to test quickly.
Your message goes to the team for review.