Observations

Systems that turn human contact data into searchable, matchable, callable infrastructure — observed, not endorsed.

Current coverage is still biased toward US and English-language sales intelligence systems.

This phase expands the registry toward Japan, China, India, Southeast Asia, the Middle East, Europe, Korea, and regional business-data infrastructures.

The aim is not to list every company. The aim is to observe how human data is transformed differently across regions.

Contact Data Observatory observes a broader human data infrastructure — contact data, sales intelligence, enrichment, email discovery, outreach automation, intent data, account intelligence, recruiting intelligence, technographic data, and AI-assisted GTM workflows.

Each entry records how a system transforms a person into a data object, workflow object, API response, or revenue-facing record.

These entries are observational summaries, not accusations, rankings, or legal conclusions.

70 observations recorded

Contact data / sales intelligence10
Enrichment / person data infrastructure3
Email discovery / outreach infrastructure4
Intent / account intelligence12
Professional network / recruiting intelligence5
Workflow / AI prospecting layer1
Sales engagement / outbound automation5
Japan / business card and relationship data5
China / corporate registry and trust graph5
India / B2B lead and company intelligence4
Southeast Asia / startup and investment intelligence3
Middle East / project, market, and company intelligence3
Europe / business identity and registry intelligence5
Korea / business registry and professional network data5

By region

  • US / Global40
  • Japan5
  • China5
  • India3
  • Southeast Asia3
  • Middle East / MENA3
  • Europe / Global5
  • Korea5
  • Regional coverage notes1

By human state

  • Contact object8
  • Lead object5
  • Enriched record5
  • Callable entity1
  • Workflow object1
  • Signal source7
  • Account signal5
  • Navigable profile1
  • Recruitable profile4
  • Verified contact object1
  • Triggered contact object1
  • Market graph node1
  • Sequenced recipient4
  • Optimized recipient1
  • Business card record3
  • Relationship graph record1
  • Local business identity5
  • Corporate registry subject3
  • Trust graph entity5
  • Commerce intent object1
  • Founder ecosystem node7

By trust friction

  • High48
  • Severe2
  • Moderate20

Contact data / sales intelligence

Enrichment / person data infrastructure

Email discovery / outreach infrastructure

Intent / account intelligence

Professional network / recruiting intelligence

Workflow / AI prospecting layer

Sales engagement / outbound automation

Japan / business card and relationship data

China / corporate registry and trust graph

India / B2B lead and company intelligence

Southeast Asia / startup and investment intelligence

Middle East / project, market, and company intelligence

Europe / business identity and registry intelligence

Korea / business registry and professional network data