Actors
See who participates in the ecosystem.
NEXORA / FUTURE INDUSTRY INTELLIGENCE
NEXORA ECOSYSTEMS
Map the networks behind innovation
Trace organizations, relationships, knowledge flows and ecosystem structure.
Public data · Derived indicators · Transparent methodology
How are the institutions behind innovation connected
Bridges
Find the relationships joining clusters.
Flows
Follow knowledge, capital and policy support.
WHAT THE DATA SUGGESTS
Three findings to interpret with care
01DERIVED
Bridge relationships shape the readable network
Major nodes and cross-cluster links reveal more than an undifferentiated hairball.
02OBSERVED
Identity evidence does not prove activity
Verified identities remain separate from illustrative relationships.
03DERIVED
Network position describes role, not quality
Connectivity measures are descriptive properties of the configured graph.
Comparisons, entities and detailed evidence — when you need them
The research workspace below retains the full analytical toolkit while keeping secondary views behind the primary visualization and findings.
Use the dominant view to locate the pattern before changing filters.
Color separates domains; size or position indicates the declared analytical measure.
Open entity or comparison views only after identifying a meaningful contrast.
Confirm evidence state, time window and limitations before interpreting a result.
Methods & provenance
NEXORA labels public observations, derived indicators, demo material, simulated outputs and interpretation separately. Missing evidence is never converted to zero or filled by hidden substitutes.
OBSERVEDDERIVEDDEMOSIMULATEDINTERPRETATION
Read the full methodology →PROTOTYPE NETWORK / DEMO
INNOVATION NETWORK INTELLIGENCE / 04
NEXORA Ecosystems
Map the networks behind innovation.
Explore the relationships connecting universities, startups, corporations, investors, government agencies, research institutions, and technologies.
Nodes12Relationships18Node types8Network layers7Clusters3Evidence coverage100%
Snapshot2026-08-10 · DEMO
Network layers
01 / NETWORK CANVAS
Innovation network canvas
Select a node or relationship to inspect its structural role and evidence
Drag canvas to pan
100%
UniversitiesResearch InstitutionsStartupsCorporationsInvestorsGovernment AgenciesTechnologiesPublic Programs
Structured relationship view
02 / STRUCTURE
Network metrics & clusters
Calculated structural measures and curated prototype communities
Most connected node
Agent Systems StudioConnectivity: 45
Strongest bridge role
Global Computing PlatformBETWEENNESS: 0.48
Largest curated cluster
Research CoreCurated Prototype Cluster · 4 Nodes
4
Research Core
Curated research and technology cluster.
Curated Prototype Cluster4
Commercialization Network
Curated commercialization cluster.
Curated Prototype Cluster3
Public Support Layer
Curated policy and public-program cluster.
Curated Prototype Cluster03 / HEALTH
Ecosystem Health
A configurable demo composite with explicit missing evidence
87.1Demo Composite ScoreDEMO
Prototype framework — not an objective universal ranking.
Research Connectivity16%92DEMO
Commercialization Connectivity14%86DEMO
Capital Connectivity12%94DEMO
Policy Support12%73DEMO
Technology Diversity12%88DEMO
Institutional Diversity12%84DEMO
Knowledge Flow12%91DEMO
Network Resilience10%—Missing data
04 / COMPARE
Ecosystem comparison
Compare network structure across region × industry contexts
San Francisco Bay Area + Artificial IntelligenceVERSUS
92Research Connectivity84
86Commercialization Connectivity96
94Capital Connectivity89
73Policy Support91
88Technology Diversity93
84Institutional Diversity80
91Knowledge Flow90
87.1Demo Composite Score88.9
05 / STORY
Network Story
Trace a selected path from public research to commercialization
01◇Bay Research University→Research Collaboration02◎AI Agents
→Technology Transfer03△Agent Systems Studio
→Research Collaboration04◎AI Agents
→Investment05△Agent Systems Studio
→Investment06△Applied Intelligence Venture
06 / TRUST
Methodology & sources
Organization-level public evidence only; no people graph or private contacts
Observed Public Data → Derived Metric → Composite Score → AI Interpretation
Demo Relationship · 100% Evidence coverage · DEGREE + BRANDES BETWEENNESSMETHOD v0.4 →