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Targeting
Prospectivity mapping
Spatial intelligence built from integrated geological evidence rather than decorative guesswork.
Integrated geoscience for exploration and technical teams
Sharper geological insight. Better exploration decisions.
Bytownite Geoscience helps projects move from scattered datasets to defensible targets, clearer interpretation, and practical workflows that keep geology in command.
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Interpretation
Geological context
Models that make sense in the field, not only in conference slides and hopeful emails.
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Systems
Critical minerals
Support for mineral systems, vectors, and project-scale decisions grounded in evidence.
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Delivery
Clear outputs
Technical results translated into useful decisions for field teams, managers, and collaborators.
Data-led
Exploration decisions rooted in geology instead of dashboard theater.
Integrated
Geology, geochemistry, geophysics, GIS, and interpretable analytics.
Practical
Outputs designed for decisions, field planning, and technical review.
Focused
Built around critical mineral systems and exploration workflows.
Services
Integrated support for exploration targeting, interpretation, and technical workflows
Built for teams that need more than attractive maps. The goal is defensible targeting, interpretable systems, and outputs that can survive contact with reality.
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Mineral prospectivity mapping
Geologically informed targeting workflows that turn scattered datasets into exploration-ready maps and ranked areas of interest.
Target smarter →🧱
Geospatial analytics
Integrated spatial analysis for geology, geochemistry, geophysics, and remote sensing built for practical decisions, not just nice screenshots.
Integrate evidence →⚙️
MPM workflows
End-to-end mineral prospectivity mapping pipelines from data curation and feature engineering to model interpretation.
Build workflow →🧪
Thermodynamic and systems modeling
Process-focused support for critical mineral systems, ore-forming controls, and technically rigorous geological interpretation.
Model systems →📊
Technical interpretation
Clear interpretation for technical teams, reports, proposals, investor-facing material, and strategic discussions.
Clarify decisions →🎓
Consulting and training
Practical support for teams adopting data-driven methods without stripping out geological reasoning along the way.
Upskill teams →Approach
From raw project data to actionable geological targets
Advanced analytics can accelerate the work, but geology still has to lead. Faster is helpful. Defensible is the part that matters.
Principle
Geology stays in command
Models and spatial analytics narrow the search space, but ranking and interpretation still need to make sense to the people funding, planning, and executing the work.
01
Assemble the evidence
Project data is combined with geological, geochemical, geophysical, and spatial layers relevant to the deposit style and project stage.
02
Build the workflow
Data is cleaned, structured, and translated into an interpretable workflow instead of an unholy pile of mismatched formats.
03
Model and interpret
Machine learning, spatial analysis, and geological reasoning are used together to rank targets and reduce noise.
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Deliver decisions
Clients receive maps, ranked targets, technical interpretation, and workflows that can actually be used by real teams.
About
A boutique geoscience practice built for technical clarity
Bytownite Geoscience combines exploration thinking, systems interpretation, and geospatial workflows to help teams cut through uncertainty and move toward better decisions.
- Integrated use of geology, GIS, geochemistry, geophysics, and interpretable analytics
- Clear technical reasoning that can support field programs and project strategy
- Outputs designed for real project constraints rather than software demos
- Prospectivity maps and ranked targets
- GIS-ready layers and documented workflows
- Technical summaries, presentations, and training support
Apps & Software
Field-ready tools that support the same practical workflow mindset
Bytownite Geoscience also builds software for real project use. Right now that starts with Drill Progress Pro, with Android live and the iOS version on the way.
Drill Progress Pro
Drilling progress tracking and reporting for exploration teamsA practical app built to help teams track drill progress, keep daily reporting cleaner, and reduce the usual spreadsheet sprawl that somehow still runs half the industry.
Android available
iOS coming soon
- Simple progress tracking for active drill programs
- Cleaner day-to-day reporting workflow
- Built for practical field and project use
- Designed to grow with future Bytownite tools
FAQ
Questions about scope, data, and how the work is delivered
A few practical answers before anyone starts assuming a model is magic.
No. The focus is decision-quality geology. Machine learning is one useful tool inside a broader interpretation and targeting workflow.
Yes. Historical and inconsistent datasets are common. Cleaning, harmonization, and structured integration are part of the process.
Yes. The work can support both industry-facing projects and technically rigorous research collaborations where interpretation quality matters.
Depending on scope, deliverables can include prospectivity maps, ranked targets, GIS-ready layers, workflow documentation, technical summaries, and training material.
Contact
Ready to build a sharper exploration workflow?
Let’s discuss your project, your data, and what useful outcomes actually look like for your team.
Email
samer.mashour@bytownitegeo.com
Location
Ottawa, ON, Canada