The connected economy needs a new lens

Understand how
the world connects.

Agentic AI for structural intelligence.

InsightNodes maps how companies, technologies, capital and markets connect. Specialist AI agents trace relationships, test evidence and surface the dependencies behind better decisions.

2,600+

Entities

7,621+

Relationships

64+

Countries

56+

Verticals

Example AI ResearchCaptured research run
Understanding your question
Exploring graph relationships
Retrieving evidence
Challenging findings
Synthesizing answer
NVIDIA
OpenAI
Micros…
AMD
TSMC
AWS
Oracle

Research objective

Map the direct and indirect relationships connecting NVIDIA with OpenAI.

Recent activity

  • · Mapping NVIDIA-OpenAI direct relationships
See the research example

From data to perspective.

See the live graph →

The intelligence gap

Knowing the entities isn't enough.

Search engines return documents. Databases return entities. AI summarizes what's already known. The relationships between them are what actually matter — and that's what InsightNodes maps.

See how the system works

One graph. Three ways to start.

Discover

What connects?

Surface the relationships shaping a company, technology or market.

Trace

What depends on what?

Follow suppliers, capital, infrastructure and second-order exposure.

Investigate

What changed — and what could be affected?

Examine new evidence and understand where its effects may travel.

Who it's for

Built for decisions across the connected economy.

Investors & Asset Managers

Portfolio structure, shared dependencies and strategic research across holdings.

Corporate & Technology Strategy

Competitive ecosystems, suppliers, partners and infrastructure dependencies.

Institutional Research & AI

Combine external structural intelligence with proprietary data — or give AI a structured world to investigate.

Explore the connected world.

See the structure. Understand the relationships. Find what you might be missing.