1
Descriptive
What's happening?
Reports, dashboards, and KPIs: the foundation everything else stands on.
Petroleum Engineering · Data & AI Strategy
What questions should your data be answering?
Curiosity Analytics helps oil and gas teams get real answers from their data in time to shape the decision. We bring in whatever sources the question needs, internal or public, and the engineering to make sense of them.
The Analytics Maturity Model
Each stage is built on the ones before it.
It's natural to want to jump to prediction and optimization. The value is real, but it only holds up when the foundation underneath it is solid. We meet you where you are and build upward.
2
Diagnostic
Why is it happening?
Root-cause analysis, drill-downs, and correlations.
3
Predictive
What's likely next?
Forecasting, statistical models, and machine learning.
4
Prescriptive
What should we do?
Optimization, simulation, and recommended actions.
Value & complexity increase as you climb →
Emerging: agentic / autonomous
About
Engineering judgment, amplified by data
Curiosity Analytics is a consulting practice led by Timothy Kohler, a petroleum engineer and data scientist. With more than 15 years of hands-on engineering experience, he speaks both languages: the business and the technology. He helps teams figure out which tools will add value and how to make them useful for solving real problems.
Reservoir engineering
Operations
Reserves
A&D
AI strategy
Development planning
Data infrastructure
Forecasting
Machine learning
Contact
Have a question your data can't answer yet?
Let's find out what it would take to answer it.