PRESTILON deploys a full AI stack on your Windows machine — anomaly detection, wear modeling, failure prediction, and autonomous correction. All at localhost speed.
Every subsystem — from signal filtering to autonomous correction — runs entirely on your hardware. No cloud AI. No printer data leaving your network.
CUSUM control charts and Kalman filtering catch belt wear, clog onset, and thermal drift before they become visible failures — at the earliest statistical moment.
cusum · kalman · 5 streamsA per-printer score from 0–100 synthesizing anomaly severity, diagnostic results, wear models, and maintenance history through a weighted AI pipeline.
0–100 · fleet baseline · tier-tunedSeparate models for thermal runaway, belt degradation, clog risk, bed adhesion, and extruder wear — each with risk probability and estimated time to failure.
5 failure modes · ETA · shouldPauseL0 observe. L1 recommend. L2 automatically execute safe corrective GCode — pause, fan adjust, abort — without waiting for approval.
L0 · L1 · L2 · per-printerSix real-world tests — from firmware status checks to full extrusion flow analysis. Each sends actual GCode and benchmarks results against a fleet baseline.
6 tests · real gcode · benchmarkedPersistent connections to every Moonraker instance deliver temperatures, progress, positions, and fan states in under 50ms — with automatic reconnect and stream buffering.
websocket · moonraker · <50msThe entire AI engine runs on your machine. Only license validation touches the internet. Your printer data never leaves your network.
We're building something serious — a full AI fleet intelligence stack that runs entirely on your machine. Drop your email and we'll notify you the moment it's ready.
Create a free account and have your first printer monitored in under 5 minutes.