Inconvo vs GeologicAI

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

Live tool data as of 2026-07-17
Reviewed by our team on
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At a glance

DimensionInconvoGeologicAI
Pricingfree · from Open Source $0contact
Best forDevelopers building customer-facing analytics features, SaaS teams embedding natural language querying with multi-tenancyCritical minerals mining companies needing rapid core analysis, Geologists wanting AI-assisted logging to reduce manual errors
Standout featuresSemantic layer with computed columns and table prompts · Safe query validation before SQL generation · Multi-tenancy support with tenant scopingMulti-sensor core scanning: RGB, XRF, hyperspectral, LiDAR · LIBS-based detection of REEs and light elements (via Lumo Analytics) · AI-powered core logging on Digital Core Table
Viability score80/10093/100
APIYesNo

Inconvo is the stronger pick for developers building customer-facing analytics features; GeologicAI fits better for critical minerals mining companies needing rapid core analysis.

Built from live tool data, last verified 2026-07-17.

Inconvo
Inconvo

Open-source platform to build chat-with-data agents for structured databases, now joining Attio.

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GeologicAI
GeologicAI

AI-driven multi-sensor core scanning for critical minerals mining

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Pricing
Free
Contact Sales
Plans
$0
Popularity
0 views
7.4k views
Skill Level
Advanced
Advanced
API Available
Platforms
CLIAPIPlugin
Web
Categories
💻 Code & Development📊 Data & Analytics
📊 Data & Analytics
Features
Semantic layer with computed columns and table prompts
Safe query validation before SQL generation
Multi-tenancy support with tenant scoping
Conversation state management for multi-turn interactions
Response streaming
Agent traces and observability dashboard
Usage analytics (messages, schema introspection)
MCP server deployment with OAuth support
Integration with Assistant-UI and Vercel AI SDK
Database connectivity: PostgreSQL, MySQL, Microsoft SQL Server, Amazon Redshift, BigQuery, Supabase
CLI for local development (npx inconvo@latest dev)
Conversation feedback API (create, update feedback)
Node.js SDK
Join control and context filtering
Open-source codebase available on GitHub
Multi-sensor core scanning: RGB, XRF, hyperspectral, LiDAR
LIBS-based detection of REEs and light elements (via Lumo Analytics)
AI-powered core logging on Digital Core Table
Resource modeling with RMSP integration
Drill Hole Optimizer for mine planning
Sub-48-hour turnaround time
4x faster than manual core logging
Over 400% project acceleration
End-to-end workflow from scanning to modeling
Domain expertise throughout mining cycle
High-fidelity data capture and analytics
Consistent logging with fewer errors
Professional consulting and training services
Decision engineering for critical mineral exploration
Cloud-based digital core collaboration
Integrations
PostgreSQL
MySQL
Microsoft SQL Server
Amazon Redshift
BigQuery
Supabase
Assistant-UI
Vercel AI SDK
LangChain
Claude
ChatGPT
Microsoft Copilot

Who should pick which

  • Mining company needing rapid core analysis
    Pick: GeologicAI

    GeologicAI offers integrated multi-sensor scanning (including LIBS for rare-earth elements) and AI logging with sub-48-hour turnaround—essential for critical minerals projects.

  • SaaS startup wanting to embed natural language querying
    Pick: Inconvo

    Inconvo’s open-source platform provides a semantic layer and MCP server for building chat-with-data agents, ideal for teams that can self-host and customize.

  • Large-scale exploration team seeking over 400% acceleration
    Pick: GeologicAI

    GeologicAI’s Drill Hole Optimizer and RMSP integration turn core data into mine-ready models, dramatically shortening project timelines.

  • Developer wanting a no-commitment proof-of-concept for chat-with-data
    Pick: Inconvo

    Inconvo is free and open-source, allowing rapid prototyping without upfront costs—though sunset means no official support.

  • Enterprise needing end-to-end workflow with consulting
    Pick: GeologicAI

    GeologicAI provides domain expertise and consulting throughout the mining cycle, backed by recent funding and acquisitions.

Frequently Asked Questions

Which is better, Inconvo or GeologicAI?

The best choice between Inconvo and GeologicAI depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between Inconvo and GeologicAI?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of Inconvo or GeologicAI?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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