geeksinprint.org
The open-source AI data engine for print
AI can’t optimize a print shop if the workflow underneath it is siloed, manual, and untracked. GeeksInPrint builds the open-core infrastructure that makes production data usable — starting with QueueVIO, the print API that routes itself.
Why open source, why now
Structured data, not silos
AI can't optimize a print shop if the workflow underneath it is manual and untracked. We standardize MIS/ERP and JDF/XJDF output into data machine-learning models can actually use.
Open APIs, not lock-in
Modern print shops already employ IT-savvy production managers and engineers. They want open, documented APIs — not proprietary systems that hide their own data from them.
AI-ready by default
Every tool we ship is built with the hooks a shop needs to feed its own AI models, or ours — telemetry, confidence scores, and structured events, not just logs.
QueueVIO — the print API that routes itself
Connect manufacturing systems through a single REST API. QueueVIO interprets plain-English job descriptions, evaluates every available device, and routes the job in under 500ms.
- Natural-language job intake with confidence scoring
- AI-driven routing by capability, queue depth, SLA risk, and waste history
- 25+ device adapters across major DFEs, MIS platforms, and finishing equipment
- Real-time job tracking via Server-Sent Events, intake through shipping
Four pillars of an AI-ready print stack
Standard imposition saves paper. Standard queues run first-in, first-out. We’re building the layer above that — the one that learns.
Dynamic Queue Automation
AI-scheduled dispatching that recalculates print sequences as deadlines, machine availability, and costs change — shipping today as QueueVIO.
Smart JDF/XJDF Telemetry
Cleaning and standardizing MIS/ERP data so it can train models that predict production bottlenecks before they happen.
Predictive Auto-Imposition
Layouts chosen from real-time stock costs, gang-run volume, and finishing constraints — learning from a shop's own historical waste patterns.
Anomalous Print Validation
Open computer-vision checks on rasterized files and press output that catch banding, artifacts, and color shift before plates are made.
Ready to see it route a job?
Start a free QueueVIO trial, or talk to us about connecting your fleet.