Technical clarity for complex geological problems
LKI Consulting provides independent technical advisory across exploration, mining, and investment — focused on resolving uncertainty in geological data, interpretation, and project assumptions.
Where Projects Break Down
Projects rarely fail due to a lack of data. They fail when data is misaligned, oversimplified, or not integrated in a way that reflects how the system actually behaves.
This can show up as:
- Geological models that do not explain variability
- Conflicting datasets across teams or disciplines
- New technologies generating data without clear application
- Assumptions embedded in workflows that are not being tested
- Disconnects between technical interpretation and project or investment decisions
These gaps introduce uncertainty into how projects are evaluated; affecting technical outcomes, development strategies, and ultimately how risk and value are understood.
LKI Consulting is brought in to resolve these issues and clarify how data supports decision-making.
Our Approach
LKI Consulting’s work is grounded in geology, geochemistry and mineralogy because these datasets provide direct insight into how geological systems behave.
However, the focus is not on generating more data.
The focus is on understanding how data is structured, identifying where assumptions are introduced, and determining whether interpretations are supported.
This approach ensures that geological understanding reflects system behavior and provides a clearer basis for technical and investment decisions.
Who We Work With
LKI Consulting works with:
- Exploration and technical teams
- Mining companies
- Technology providers
- Investors and decision-makers
Engagements range from targeted technical reviews to ongoing advisory support, depending on project needs and stage.
Case Study Identifying Misaligned Assumptions in Geological Interpretation
A dataset supported multiple interpretations, but the working model simplified variability into a single domain.
Through integration of geochemistry and hyperspectral data, LKI Consulting identified discrete domains that behaved differently and were not represented in the model.
This shifted the understanding of the system and highlighted where technical assumptions were overstating consistency, with implications for both project risk and valuation.
Industry Contribution
LKI Consulting supports the geoscience community through sponsoring GeOCHemISTea, a platform for mentorship, knowledge-sharing, and discussion across industry, academia, and government.
Let’s Talk
If you are working through a project where data and interpretation are not aligning, LKI Consulting can help clarify the next step.