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REAL-TIME SPC ENGINE

Catch the drift
before it becomes scrap.

XBlade turns the readings from your gauges, machines, and vision systems into live control charts, capability studies, and rule-based alarms — so your team acts on a process that's shifting, not a part that's already bad.

  • IATF 16949 / AIAG aligned
  • OPC UA & MQTT
  • Multi-site rollouts
LIVE · PLANT 02 · LINE 4

Bore Diameter · ⌀ 24.500 ± 0.020

IN CONTROL
Cp
1.74
↑ 0.08
Cpk
1.51
↑ 0.04
Ppk
1.42
stable
σ
4.5
28 lots
X̄ & R Chart subgroup n=5 · last 12
LCL 24.483 CL 24.500 UCL 24.517
Streaming from Mitutoyo U-Wave · Marposs · Zeiss CMM — every 90s

Built on the standards your auditors already use

AIAG SPC
2ND EDITION
ISO 22514
PROCESS CAPABILITY
Nelson 1–8
RULE DETECTION
OPC UA · MQTT
SHOP-FLOOR CONNECTIVITY

One platform · from gauge to boardroom

Collect. Analyze. Act.

Replace fragmented spreadsheets, isolated SPC tools, and disconnected gauge software with one connected platform purpose-built for quality.

Collect from any source

Stream readings from hand gauges, CMMs, vision systems, and PLCs over OPC UA, MQTT, REST, and serial. Manual entry and 100%-automated inspection feed the same statistical model.

OPC UA MQTT REST / Webhook Manual entry

Analyze with statistical rigor

Variables and attributes charts, Western Electric & Nelson rules, capability (Cp, Cpk, Pp, Ppk), and Gauge R&R / MSA — computed live as each subgroup forms.

X̄-R / X̄-S / I-MR p / np / c / u Cp / Cpk MSA / GRR

Act before scrap happens

Rule-based alarms reach the right operator, supervisor, or engineer — with reaction plans, root-cause workflow, and a signed, timestamped audit trail for every disposition.

Reaction plans RCA workflow Audit trail

A model built for traceability

Every reading knows exactly where it came from

XBlade is built on a clean spine — site to reading — so a single number traces all the way back to the part, the feature, the gauge, and the machine state that produced it.

  1. 1
    Site Plant or division
  2. 2
    Line Production line
  3. 3
    Workstation A specific cell or op
  4. 4
    Part The part & revision being made
  5. 5
    Characteristic The measurable feature (the "key")
  6. 6
    Readings Timestamped measured values

Connected at every node

Hanging off the spine are the things that make a number defensible — limits, the measurement system behind it, and what happened when a rule tripped.

Specifications & limits

USL / LSL, nominal, target — from the drawing.

Control limits

UCL / CL / LCL — computed, and versioned over time.

Gauges & MSA

Calibration, Gauge R&R, bias, linearity, stability.

Events & dispositions

Out-of-control events, causes, signed sign-offs.

Full result traceability. Spec limits, control limits, and capability stay separate and versioned — so a historical event always reaches the exact limit that was live when it happened.

Designed around how quality actually works

From the gauge in a hand to the KPI on a screen

Operators

Touch-friendly entry, in-line tolerance feedback, and a clear reaction prompt the moment a rule trips — no SPC degree required.

Quality & metrology engineers

Drill into shifts and capability loss across part, feature, machine, shift, and operator. Validate the gauge with built-in MSA, not just the part.

Plant & corporate leadership

Roll up scrap, FTQ, capability, and on-time inspection across lines, plants, and regions — one consistent picture, live.

Catch drift, not just defects

Western Electric & Nelson rule detection on streaming data surfaces shifts, trends, and stratification before they ever cross spec.

Audit-ready by design

Every reading, edit, and acknowledgment is signed and timestamped — aligned to IATF 16949, AIAG, and VDA expectations.

Validate the measurement

Built-in Gauge R&R, bias, linearity, and stability studies keep your measurement system honest — so you trust the number.

One picture across every site

Compare the same part, feature, or process across plants and regions with consistent definitions and limits — true multi-tenant by design.

Architecture

Edge to cloud, without the integration project

A lightweight edge layer collects and buffers at the line. The statistical engine sits in between. The browser workspace handles visualization and governance — nothing to install for the people using it.

Edge

Devices & broker

Gauges, PLCs, CMMs, and vision publish to an on-site MQTT broker.

Engine

Statistical engine

Forms time-windowed subgroups, computes capability, evaluates rules.

Workspace

Browser workspace

Live charts, reports, alarms, and governance — in any browser.

Get started

See your process the way XBlade sees it — live, statistical, defensible.

Tell us about a line you'd like to connect and we'll walk you through a pilot.