Spatial Knowledge Graph — Live

Every Location Tells a Story

SRS Places Logo

SRS Places provides Asset-Level Intelligence across multiple data dimensions:

1.5M
Locations Monitored
300+
Risk Factors
190
Countries Covered
Global
Public Companies, Private Companies & Governments

Four pillars of spatial risk intelligence

From supply chain visibility to regulatory compliance, SRS Places gives you the geospatial context to make better decisions — at the speed your business demands.

Real-Time Supply Chain

Supplier facility geolocation & risk scoring across your entire network.

  • Monitor supply chains for daily and historical commercial traffic volumes
  • Uncover Facility-Level Supply Chain Relationships rolling up parent organizations
  • Understand the impacts of real-time and projected risk exposures. Know the disruptions before they hit and not after.

Facility / Data Center Monitoring

Track, assess, and protect critical infrastructure with spatial intelligence.

  • Construction Intelligence: Track daily commercial traffic patterns from origin sites to identify and validate construction phase milestones as they happen.
  • Physical Risk & Environmental Surveillance: Continuously monitor critical infrastructure for water stress, heat risk, and natural hazard exposure — all consolidated in one view.

Portfolio Risk

Understand the physical climate and environmental risks embedded in every asset, every holding, every counterparty location across your portfolio.

  • Asset-level climate risk scoring (Historical, Real-Time and Projected)
  • Carbon Emissions (Scope I and Scope II)
  • Company, Industry and Sector Aggregations
  • Benchmark internal and 3rd party reports against fact-based regulatory and open data sources

Regulatory Reporting

CSRD, TCFD, and ESG disclosures powered by authoritative, auditable spatial data — no more guesswork.

  • CSRD-ready facility-level risk data — Supply Chains, Proximity, Emissions
  • Automated disclosure report generation at a fraction of the cost
  • Full data lineage & methodology transparency
🏆 Inside Market/Reference Data 2025 Best ESG Data Initiative
🏆 Global ESG Fintech100 Selection

The power of a spatial knowledge graph.

Traditional risk analysis relies on siloed datasets, manual lookups, and weeks of analyst time. SRS Places connects disparate data sources into a unified spatial knowledge graph — linking every location to hundreds of risk dimensions so that connected data generates the insights your business needs in minutes, not weeks.

By pre-computing spatial relationships across authoritative data sources, our knowledge graph doesn't just surface insights — it automates reporting. Generate compliance-ready, portfolio-level, and facility-level reports on demand, dramatically reducing reporting costs and eliminating manual workflows. No geocoding. No spreadsheet wrangling. No waiting.

The Power of Data Connectivity

Metcalfe's Law explains why every new data source added to our knowledge graph doesn't just add value — it multiplies it.

Metcalfe's Law — the value of a network is proportional to the square of the number of users

With hundreds of risk indicators, dozens authoritative data sources, and billions of spatial relationships, SRS Places generates exponentially more insight than any single dataset — because every new connection reveals patterns invisible in isolation.

Minutes
Not weeks — from query to actionable insight
80%+
Reduction in reporting costs
1 Query
Hundreds of risk factors for any location on Earth

LLMs + Knowledge Graphs: The AI Power Duo

Why SRS combines both technologies instead of relying on one alone.

Large Language Models (LLMs)

Strengths

  • Natural language understanding
  • Pattern recognition in text
  • Contextual insights
  • Flexible, conversational interface

Limitations

  • Can ‘hallucinate’ facts
  • Limited structured reasoning
  • No guarantee of accuracy
  • Struggles with precise relationships

Knowledge Graphs

Strengths

  • Precise, verifiable relationships
  • Structured, queryable data
  • Guaranteed accuracy
  • Explicit spatial connections

Limitations

  • Requires structured data
  • Less flexible interface
  • Complex query languages
  • Limited natural language

The SRS Advantage

LLMs provide intuitive natural language queries and insights, while Knowledge Graphs deliver precise, verifiable spatial relationships and guaranteed data accuracy. Together, they enable conversational access to authoritative facility-level risk intelligence.

The Team Behind SRS Places

Decades of combined expertise in financial data, geospatial intelligence, cloud architecture, and business development — building the world's first global spatial knowledge graph.

Principals

KZ

Ken Zockoll

CEO / Data Governance
LinkedIn
AV

Alex Vengerovsky

Chief Data Scientist
LinkedIn
RH

Robin Hesse

Head of Business Development
LinkedIn
JG

James Gall

Director of Research
LinkedIn
MK

Matthew Kamerman

Cloud / Data Architect
LinkedIn

Advisers

MM

Maribeth Martorana

Strategic Adviser
LinkedIn
JL

John Leffler

Adviser
LinkedIn
DB

Daniel Bonan

Adviser
LinkedIn
RC

Raymond Clarke

Adviser
LinkedIn
NE

Nadya Efremova

Adviser

Powered by Industry-Leading Data

SRS Places integrates authoritative data from trusted partners to deliver asset-level spatial risk intelligence at global scale.

INRIX
EDI

Ready to see the risk others miss?

Get a personalized demo of SRS Places for your portfolio, supply chain, or compliance needs.

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