LIFE

Reality Intelligence Platform
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Reality Intelligence Platform

Landvex develops LIFE, a Reality Intelligence Platform and reference implementation of the Reality Intelligence Standard (RIS). Through a unified information model, traceable evidence, and explainable analysis, LIFE enables organizations to collect, verify, share, and use observations from the physical world in a consistent and interoperable way across domains.

From observable signals to traceable evidence, explainable analysis, and decision support.

Vision

LIFE aims to establish an open framework and common standards for Reality Intelligence, similar to how open standards have enabled interoperability in other technology areas. By combining geospatial data, field observations, open data sources, and AI, LIFE transforms observable signals from the physical world into traceable evidence.

Evolution

v1
Aid Intelligence
v2
Multi-signal
v3
Core Architecture
v4
Platform
v5
Enterprise
v6
Standard
v7
Ecosystem

Key Components

Reality Intelligence

Analyzes the physical world, not just text and documents

  • Geospatial data fusion
  • Field observations
  • Visual data analysis
  • Time-series monitoring

Evidence Before Opinion

Starts with observations, not conclusions

  • Traceable evidence chains
  • Source attribution
  • Confidence scoring
  • Contradiction detection

Multi-source Fusion

Combines satellite, field, open data, and AI

  • Satellite imagery (Sentinel-2, etc.)
  • QUIXZOOM crowdsourcing
  • IoT sensors
  • Official reports

Explainability

Every insight is explainable and auditable

  • Decision lineage
  • Confidence breakdown
  • Source transparency
  • Hypothesis tracking

Open Standards (RIS)

Six open standards for Reality Intelligence

  • RIS-001: Reality Object Standard
  • RIS-002: Evidence Standard
  • RIS-003: Confidence Standard
  • RIS-004: Reality Exchange Protocol
  • RIS-005: Decision Standard
  • RIS-006: Learning Standard

Reference Implementation

Open source implementation of RIS

  • LIFE Server (Python/FastAPI)
  • LIFE Client (React/TypeScript)
  • SDK: Python, JS, Java, Go, Rust
  • Example data and APIs

Strategic Separation

Three distinct layers, common in successful ecosystems: the standard can be open, while the reference implementation and commercial extensions continue to be developed by the company.

RIS
Open Standard
The open specification. Community-governed. CC BY 4.0. Free to use.
LIFE
Reference Implementation
Reference implementation of the standard. Open source. Apache 2.0. Free to use.
Landvex
Commercial Company
The company that develops and commercializes LIFE. Proprietary services. Paid offerings.

Build on LIFE

Join the Reality Intelligence ecosystem. Build custom modules, integrate your data, or deploy your own LIFE instance.

Get Started →