Atlas/Observations
Observations

Every channel information could enter through

Atlas never consumes raw information directly — everything first becomes an Observation. Today, only the Human Analyst channel is connected; every other producer below documents where a future integration would attach, honestly labeled as not yet connected.

Producers
14
Active Channels
1
Observations Logged
24
Sample Observations
8
See Observation Bus
Human Analyst
Active
Human

Manual observations submitted directly by research and field analysts

Last Observation
2026-07-07
Reliability
95%
Observation Count
24
Health
Healthy
SAP Connector
Not Connected
ERP Connector

Enterprise resource planning: procurement, inventory, and cost data

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Oracle Connector
Not Connected
ERP Connector

Enterprise resource planning: financials and supply chain data

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Dynamics Connector
Not Connected
ERP Connector

Enterprise resource planning: operations and logistics data

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
NetSuite Connector
Not Connected
ERP Connector

Enterprise resource planning: finance and procurement data

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
News Connector
Not Connected
External Feed

Trade press, wire services, and industry news

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Government Connector
Not Connected
External Feed

Regulatory filings, permitting records, and public notices

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Port Connector
Not Connected
External Feed

Port authority throughput, congestion, and scheduling data

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Power Grid Connector
Not Connected
External Feed

Grid interconnection queues, generation, and transmission capacity

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Weather Connector
Not Connected
Sensor Network

Regional weather conditions relevant to logistics and site operations

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Satellite Connector
Not Connected
Sensor Network

Overhead imagery for site activity, stockpiles, and construction progress

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
IoT Connector
Not Connected
Sensor Network

On-site sensor telemetry: throughput, utilization, and equipment status

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
Document Upload
Not Connected
Document

Uploaded contracts, reports, and correspondence

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected
LLM Observation Agent
Not Connected
AI Agent

Automated extraction from unstructured text sources

Last Observation
Never
Reliability
N/A
Observation Count
0
Health
Not Connected