Brewit vs GeologicAI

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

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

DimensionBrewitGeologicAI
Best ForData-driven teams wanting self-serve analyticsLarge-scale critical minerals mining
Key FeatureNatural language SQL queries with auto chartsMulti-sensor core scanning (RGB/XRF/LIBS/hyperspectral/LiDAR)
IntegrationPostgreSQL, MySQL, Snowflake, BigQuery, Databricks, CSVRMSP, Drill Hole Optimizer, Edge Copper
TurnaroundReal-time query responsesSub-48-hour core analysis
DeploymentCloud-hosted (no on-premise)On-site scanning + cloud platform
Try BrewitTry GeologicAI
Brewit
Brewit

Brewit turns plain-English questions into SQL, charts, and shareable data reports.

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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
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Plans
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Popularity
4 views
7.4k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
WebAPI
Web
Categories
🧮 Business Intelligence📊 Data & Analytics
👷 Construction & Field Service
Features
Natural language to SQL query generation
Recommended charts based on your data question
Drill-down analysis directly on chat responses
View tables used in a chat response, with table preview
Automated semantic layer over your data
Built-in data catalog and data dictionary
Notion-style notebook editor for reports and dashboards
Connect PostgreSQL, MySQL, Snowflake, BigQuery, Databricks, SQL Server
CSV file support
Databricks SQL warehouse connector
Embed the chat agent in your own app via API
React and Streamlit demo repositories for embedding
SSH tunnel connections for databases behind firewalls
Whitelabeling on the Enterprise tier
SOC 2 compliance per the vendor's security page
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
PostgreSQL
MySQL
Snowflake
BigQuery
Databricks
Microsoft SQL Server
RMSP
Drill Hole Optimizer

Who should pick which

  • Critical minerals mining company
    Pick: GeologicAI

    GeologicAI's integrated sensor suite (now with LIBS for REEs) and AI logging accelerate core analysis 4x, directly impacting exploration and mine planning.

  • Startup needing self-serve analytics
    Pick: Brewit

    Brewit's free/cheap plans let non-SQL teams query databases in natural language, generate charts, and embed analytics into apps.

  • Large mining project with fast turnaround needs
    Pick: GeologicAI

    Sub-48-hour core scanning and over 400% project acceleration are critical for keeping large-scale operations on schedule.

  • Data analyst wanting SQL automation
    Pick: Brewit

    Brewit automates SQL generation and chart creation, reducing ad-hoc query time 10x.

  • Enterprise requiring on-premise deployment
    Neither is a clear fit

    GeologicAI is on-site scanning but cloud platform; Brewit is cloud-only. Neither offers on-premise software.

Frequently Asked Questions

Can GeologicAI detect rare-earth elements?

Yes, after acquiring Lumo Analytics, GeologicAI integrates LIBS-based analysis to detect REEs and light elements, completing its integrated sensor suite.

Does Brewit support Databricks?

Yes, as of May 2024, Brewit added a Databricks SQL warehouse connector.

What is the turnaround time for GeologicAI core scanning?

Sub-48-hour turnaround is standard, making it 4x faster than manual core logging.

Can I embed Brewit in my own app?

Yes, Brewit provides an API and embed documentation (React, Streamlit demos) to embed the chat agent.

Which databases does Brewit connect to?

Currently PostgreSQL, MySQL, Snowflake, BigQuery, CSV, Microsoft SQL Server, Databricks, and Redshift (in progress).

Is GeologicAI suitable for small exploration teams?

It's best for large-scale operations; smaller teams may find the cost prohibitive.

Does Brewit have a free plan?

Yes, Brewit offers a free tier with limited messages; paid plans start at $29/month.

What kind of support does GeologicAI provide?

Domain expertise and consulting throughout the mining cycle, not just software support.

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Explore each tool further

Brewit
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GeologicAI
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Last reviewed: July 3, 2026