Inconvo vs Versatile
Side-by-side comparison of features, pricing, and ratings
Inconvo or Versatile: which should you choose?
| Dimension | Inconvo | Versatile |
|---|---|---|
| What it is | Open-source toolkit for chat-with-data agents that query production DBs | AI crane intelligence platform (hardware + software on tower/crawler cranes) |
| Pricing model | Free / open-source (self-hosted) | Contact sales (installed hardware + software) |
| Buyer | Developers and SaaS teams with a maintainer who can fork | Steel erectors, project managers, GCs on crane-heavy jobs |
| Core mechanism | Semantic layer + query validation before SQL executes | Passive data capture from the crane — no crew input |
| Key outputs | Agent responses, traces, usage analytics, MCP server deployment | Control Center dashboard, 4D Viewer, piece matching, auto progress reports |
| Data scope | PostgreSQL, MySQL, SQL Server, Redshift, BigQuery, Supabase | Crane picks, sequences, delays, utilization, overtime |
An open-source toolkit for building chat-with-data agents that query your production database in plain language, now preserved as the Inconvo codebase after
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AI crane intelligence that logs every crane pick automatically — under-hook data capture with zero crew effort.
Visit WebsiteWho should pick Inconvo, and who should pick Versatile?
- Steel erector on a multi-month tower-crane jobPick: Versatile
Passive capture compounds pick, sequence and delay data across the project without changing crew workflow.
- General contractor needing objective crane performance dataPick: Versatile
Utilization and overtime analytics plus automated progress reporting give GCs data with no crew input.
- Project manager trying to cut overtime peaksPick: Versatile
The Control Center dashboard surfaces delays early so erection sequences can be adjusted before overtime stacks up.
- Developer building a chat-with-data agent for a SaaS productPick: Inconvo
Semantic layer, query validation, multi-tenancy and row-level security come as a self-hostable reference implementation.
- Engineer evaluating NL-to-SQL safety patternsPick: Inconvo
Traces, usage analytics and validation-before-execution let you study the architecture before building your own.
Frequently Asked Questions
Could I use Inconvo to analyze data from Versatile cranes?
In principle Inconvo queries relational databases and Versatile produces operational crane data, but Versatile is a hardware-plus-software platform, not a database you plug into — there's no described integration between them. Treat this as two separate purchases, not a stack.
Does Versatile expose an API or integrations?
The provided data lists no integrations for Versatile. Its delivery surface is the Control Center dashboard, mobile app, 4D Viewer and automated reports — plan to consume data there rather than programmatically.
What happens to Inconvo now that it's joining Attio?
The July 2026 announcement says the open-source codebase stays available but the team is joining Attio. Practically: you can still fork and self-host, but you should not assume a vendor-backed release cadence or support.
Is Inconvo genuinely free for production use?
It's open-source and free to self-host, but its own not-for list excludes non-technical teams, teams needing vendor support or security patches, and production deployments without someone owning the fork. The license is free; the operating cost is an engineer.
Which one suits a company with no engineers?
Versatile, if you do steel erection — it's a managed hardware-plus-software product with a dashboard and reporting. Inconvo explicitly isn't for no-code users or teams without a maintainer.
Can Versatile help on a short one-off crane job?
Its own not-for guidance says hardware setup won't pay back on short one-off crane jobs, so it's aimed at multi-month projects where data compounds.
What else are Inconvo and Versatile compared with?
These aren't competitors — you would never choose between a crane-mounted data capture rig for steel erection and an Excel-reasoning agent for finance teams. If you run tower or crawler cranes on mult
These two are not competitors and you should never be choosing between them. Versatile is a capital purchase for steel erection firms that want objective crane picks, utilization and overtime data wit
These are not competitors and no buyer should shortlist them against each other. Versatile sells a crane-mounted sensor and analytics stack that passively records steel-erection picks, sequences and d
These aren't competitors and you'd never shortlist them together — one is crane hardware for steel erection, the other is a scraping API. If you run tower or crawler cranes on multi-month steel jobs a
These aren't competitors and you shouldn't treat this as a head-to-head. Versatile is a capital purchase for steel erection contractors — a crane-mounted sensor stack plus a Control Center that turns
Where can you read more about Inconvo and Versatile?
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