Mach vs GeologicAI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionMachGeologicAI
PricingContact for quote (subscription-based)Contact for quote (custom enterprise)
Core FunctionAI-native CAD for road feature extraction from mobile LiDARMulti-sensor core scanning + AI logging for mining
Key IntegrationRiegl, Trimble, Leica, NavVis, AutoCAD, Microstation, ESRIRMSP, Drill Hole Optimizer, Edge Copper
Best ForCivil engineering and transportation agenciesLarge-scale critical minerals mining projects
Not ForFree or low-cost GIS users; non-road asset extractionSmall exploration teams with limited budgets
Try MachTry GeologicAI
Mach
Mach

Mach9 turns raw LiDAR and reality-capture scans into design-ready CAD linework for civil infrastructure, from curbs to striping to poles.

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GeologicAI
GeologicAI

Multi-sensor drill core scanning (RGB, XRF, hyperspectral, LiDAR, LIBS) plus AI-assisted logging and resource modeling for hard-rock miners.

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Pricing
Contact Sales
Contact Sales
Plans
Contact sales
—
Popularity
2 views
7.4k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Web
Web
Categories
👷 Construction & Field Service
👷 Construction & Field Service
Features
AI auto-extraction of breaklines, curbs, striping, poles, signs, and wires from point clouds
Centimeter-level accuracy feature drafting at infrastructure scale
Web-based CAD software with manual editing tools
Accept-a-line, nudge-a-vertex, or draw-manually refinement on AI output
System-agnostic ingest for mobile, terrestrial, and drone reality capture data
Built-in QC flags that surface features needing human review
Export to DXF, DGN, Esri Feature Services, Geodatabase, JSON, and Shapefile
Field-to-finish survey format exports
Leica LGSx integration for direct data delivery from Leica hardware
Digital Surveyor 2 for up to 100x faster project delivery
Works with Leica, Phoenix, RIEGL, Trimble, and NavVis capture hardware
Full QA in a single interface without switching between systems
Scalable processing from a single site to an entire infrastructure network
Multi-sensor core scanning combining RGB, XRF, hyperspectral and LiDAR in a single integrated pass
LIBS-based drill core analysis detecting rare-earth elements (REEs) and light elements
AI-assisted core logging on the cloud-connected Digital Core Table
Resource Knowledge Systems (RKS) for integrated multi-sensor data analysis
Geologists review and confirm AI-generated logs rather than describing core from scratch
Reported 4x faster logging than manual core description (vendor figure)
Reported sub-48-hour turnaround from core to data products (vendor figure)
Reported +400% project acceleration across the mining cycle (vendor figure)
Resource modeling with geostatistics and uncertainty quantification
Drill Hole Optimizer for prioritizing and planning drill programs
Integration with RMSP and other industry-standard mining software for mine planning
Digital core collaboration for distributed geology teams
Consulting services for core scanning workflows
Training services for scanning and logging teams
Resource exploration strategy services for critical minerals programs
Integrations
Leica
Leica LGSx
RIEGL
Trimble
NavVis
Phoenix
Esri Feature Services
AutoCAD
MicroStation
RMSP
Drill Hole Optimizer

Who should pick which

  • Critical minerals mining company
    Pick: GeologicAI

    GeologicAI provides end-to-end core scanning with AI logging, resource modeling, and sub-48-hour turnaround, ideal for accelerating large-scale mining projects.

  • Civil engineering firm doing road surveys
    Pick: Mach

    Mach automates extraction of road features (paint lines, curbs, signs) from mobile LiDAR, integrating directly with CAD tools for design-ready deliverables.

  • Transportation agency needing sign/pavement inventories
    Pick: Mach

    Mach’s automated extraction produces standard-compliant inventories quickly, as demonstrated by its adoption by top U.S. and Canadian agencies.

  • Mineral exploration team with limited budget
    Pick: GeologicAI

    While GeologicAI is enterprise-focused, its AI logging reduces manual errors and speeds up turnaround, offering value for mid-to-large projects.

  • Surveying service provider delivering CAD deliverables
    Pick: Mach

    Mach’s cloud-based platform and export to AutoCAD/Microstation streamline production of high-volume road asset maps.

Frequently Asked Questions

What industries do GeologicAI and Mach serve?

GeologicAI serves the mining industry (critical minerals), while Mach serves civil engineering, surveying, and transportation.

Do both tools require custom pricing?

Yes, both require contacting sales for a quote. No public pricing tiers are available.

What recent updates affect these tools?

GeologicAI acquired Lumo Analytics (LIBS) and raised $44M Series B. Mach launched Digital Surveyor 2 with up to 100x faster extraction.

Can GeologicAI detect rare-earth elements?

Yes, through its acquisition of Lumo Analytics, it now includes LIBS-based detection of REEs and light elements.

Does Mach work with drone LiDAR data?

Mach focuses on mobile LiDAR (vehicle-mounted) from Riegl, Trimble, Leica, NavVis; not specifically drone-based.

Which tool integrates with AutoCAD?

Mach integrates directly with AutoCAD, Microstation, and ESRI Feature Service. GeologicAI integrates with RMSP and Drill Hole Optimizer.

Can GeologicAI analyze core samples for non-mining applications?

It is optimized for critical minerals mining; other applications are not mentioned.

Does Mach offer manual extraction options?

Yes, it provides automated, assisted, and manual extraction tools for full control.

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Explore each tool further

Mach
View Mach reviewMach alternatives
GeologicAI
View GeologicAI reviewGeologicAI alternatives

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Last reviewed: July 3, 2026