Inconvo vs GeologicAI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Inconvo | GeologicAI |
|---|---|---|
| Pricing | Free (open-source) | Contact sales |
| Industry Focus | SaaS / customer-facing analytics | Mining & critical minerals |
| Deployment | Self-hosted (open-source, now sunset) | Managed service + consulting |
| Core Technology | Semantic layer + chat-with-data agent | Multi-sensor scanning + AI logging |
| Key Integrations | PostgreSQL, BigQuery, LangChain, Vercel AI SDK | RMSP, Drill Hole Optimizer, Edge Copper |
Open-source kit for building chat-with-data agents that query your production database in plain English.
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Multi-sensor drill core scanning (RGB, XRF, hyperspectral, LiDAR, LIBS) plus AI-assisted logging and resource modeling for hard-rock miners.
Visit WebsiteWhat real users say: Inconvo vs GeologicAI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Inconvo
11 mentions across 3 sources · 57% positive — mixed (averaged across 3 sources)
Hacker News, GitHub, Lemmy
What users praise
- • Semantic layer prevents SQL hallucination; builds safe, deterministic queries
- • Built-in multi-tenancy with tenant scoping for secure SaaS deployments
- • Observability dashboard with traces and usage analytics for debugging
- • MCP server support with OAuth enables easy integration into AI workflows
What frustrates them
- • Standalone service no longer actively maintained; self-support required
- • Missing popular databases like ClickHouse, Snowflake, and Oracle
- • Limited community documentation and examples beyond basic setup
- • Advanced configuration requires deep SQL and data modeling knowledge
Researched Aug 16, 2026
GeologicAI
No verifiable community signal. We scanned public discussion on Sep 29, 2026 and found posts matching the name “GeologicAI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.
Who should pick which
- Mining company needing rapid core analysisPick: 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 queryingPick: 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% accelerationPick: 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-dataPick: 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 consultingPick: GeologicAI
GeologicAI provides domain expertise and consulting throughout the mining cycle, backed by recent funding and acquisitions.
Frequently Asked Questions
Can I use Inconvo for free?
Yes, after February 2026 it is open-source and free to use, but you must self-host and maintain it. The cloud service has been sunset.
Does GeologicAI detect rare-earth elements?
Yes, through its integration of LIBS sensors via the acquisition of Lumo Analytics, GeologicAI can detect rare-earth and light elements.
Is Inconvo still supported?
No, Inconvo has been sunset. The open-source code is available, but there is no official support or updates.
What databases does Inconvo support?
Inconvo supports PostgreSQL, MySQL, Microsoft SQL Server, Amazon Redshift (beta), BigQuery, and Supabase.
How fast is GeologicAI’s core logging?
GeologicAI claims 4x faster than manual logging, with sub-48-hour turnaround times.
Can GeologicAI integrate with existing resource modeling software?
Yes, GeologicAI’s RMSP module and Drill Hole Optimizer integrate into the modeling workflow, and they also partnered with Edge Copper.
Is Inconvo suitable for non-technical users?
No, Inconvo requires coding to set up and integrate. It is designed for developers.
Does GeologicAI offer consulting services?
Yes, GeologicAI provides domain expertise and end-to-end workflow support, including consulting throughout the mining cycle.
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Last reviewed: July 3, 2026