Evidence linked
Data & research
Novi Labs
AI-driven upstream and energy-intelligence platform connecting well data and predictive production models with economics and market context.
Decision inputs
Data & market intelligence
Data, research, and market-intelligence providers that organize energy fundamentals, prices, assets, flows, forecasts, and commercial context.
- Profiles
- 7
- System layer
- intelligence
- Reviewed
- Sep 4, 2026
Role in the system
What this sector controls
Data and research providers make fragmented markets observable. They turn filings, sensors, transactions, vessel movements, asset records, and analyst judgment into inputs used by operators, traders, investors, and governments.
Use this sector to distinguish providers by data provenance, market and geographic coverage, methodology, delivery model, update cadence, and the decisions their information supports.
Evidence-backed directory
Data & research companies
Evidence linked
AI & analytics
Cognite
Industrial data and AI platform that contextualizes operational and engineering information for analytics, applications, and agentic workflows.
Evidence linked
AI & analytics
GeologicAI
Critical-minerals technology company combining field-deployable core scanning, geological sensors, AI interpretation, and resource modeling.
Evidence linked
AI & analytics
Eigen
Oil-and-gas engineering and digitalisation company building operational software, data systems, workflows, and knowledge-graph digital twins.
Evidence linked
AI & analytics
Jua
Physical-AI company developing atmospheric foundation models and an agent for weather-sensitive energy trading and utility decisions.
Evidence linked
AI & analytics
Bayesian Energy
Energy-systems modeling software and advisory company behind an AI-enabled platform for power-market, capacity, and network scenarios.
Evidence linked
Data & research
Enverus
Energy data, analytics, research, and software company serving upstream, midstream, minerals, power, renewables, and financial workflows.
Adjacent layers