Industrial Intelligence Platform

Where Factory Data
Meets Precision
Engineering

Altiora Dynamics builds industrial monitoring systems, real-time data pipelines, and operator dashboards — turning raw process signals into operational clarity.

Explore Capabilities Get in Touch
System Status OPERATIONAL
Data Latency 12ms
Active Endpoints 48
Live Plant Operations Dashboard — Altiora Dynamics
Live Plant Operations Dashboard
Live Feed
OEELine 3 — 87.4% TEMPBoiler A — 312°F SPEEDPress #2 — 1,840 CPM UPTIMELine 1 — 99.1% PRESSURESteam Main — 92 PSI QUALITYDefect Rate — 0.3% FLOWAir Compressor — 420 CFM SHIFTProduction Score — A+ OEELine 3 — 87.4% TEMPBoiler A — 312°F SPEEDPress #2 — 1,840 CPM UPTIMELine 1 — 99.1% PRESSURESteam Main — 92 PSI QUALITYDefect Rate — 0.3% FLOWAir Compressor — 420 CFM SHIFTProduction Score — A+
What We Build

End-to-End Industrial Intelligence

From Raspberry Pi GPIO pulse counters to Ignition WebDev APIs to wall-mounted operator dashboards — we engineer the full stack.

01
⚡
Edge Data Collection

Hardware-level signal acquisition using Raspberry Pi, GPIO pulse counting, bimodal cluster analysis for speed detection, and robust serial/network I/O.

02
🔗
Ignition Integration

Deep Ignition SCADA integration via WebDev endpoints, tag historian queries, and real-time OPC-UA bridging to modern web UIs.

03
📊
Operator Dashboards

Production-grade NiceGUI and Streamlit dashboards built for factory floors — touchscreen-optimized, auto-refreshing, with TV wall display scaling.

04
🏭
OEE Monitoring

Real-time Overall Equipment Effectiveness tracking across availability, performance, and quality — with shift-by-shift trend analysis and offline detection.

05
🌡️
Utilities Monitoring

Continuous tracking of boilers, air and steam pressure systems, plant health scoring, and multi-utility anomaly detection for proactive maintenance.

06
📐
Custom Analytics

Bespoke quantitative models for production intelligence — including regime detection, bimodal speed clustering, and predictive quality scoring.

Industrial Edge

From Signal to Insight
at the Machine Level

We instrument production lines at the hardware layer — capturing raw signals, applying intelligent algorithms, and feeding clean data upstream in real time.

  • Raspberry Pi kiosk deployments with 7" and 10" industrial touchscreens
  • GPIO pulse-counting with debounce logic for press speed (CPM) measurement
  • Bimodal cluster analysis distinguishing run vs. idle machine states
  • Serial RS-232/485 device integration for printers, counters, and PLCs
  • Networked sensor aggregation over factory LAN/WiFi with fault recovery
  • Real-time data normalization and unit conversion pipelines
  • Persistent local logging with automatic sync to central Ignition historian
PRINTER MONITOR — LINE 3 — LIVE
Speed
1,842
CPM
State
RUN
Auto-detected
Uptime
94.2%
This shift
GPIO Active
Ignition Link
Ink Level Low
SCADA Integration

Ignition as the
Data Backbone

Inductive Automation's Ignition platform serves as the historian, OPC gateway, and API layer — and we build the modern web experiences on top of it.

Featured Architecture
WebDev + REST Bridge

We expose Ignition tag data via its WebDev module as authenticated JSON endpoints — then consume these from Python dashboards, mobile interfaces, or external analytics systems with zero proprietary client dependency.

  • Custom WebDev scripts returning structured JSON from tag reads
  • HTTP Basic + token-based auth for secure external access
  • Historical queries via system.tag.queryTagHistory in WebDev
  • Polling intervals tuned per signal type (50ms to 60s)
# Ignition WebDev endpoint (Python) def doGet(request, session): tag_paths = [ "[default]Line3/Speed", "[default]Line3/OEE", "[default]Boiler_A/Temp" ] values = system.tag.readBlocking(tag_paths) return { "speed": values[0].value, "oee": values[1].value, "temp": values[2].value, "ts": system.date.now().toString() }
Integration Layer
Tag Historian Queries

Retrieve dense time-series data from Ignition's historian for trend charts, shift summaries, and anomaly detection — without OPC client overhead.

Gateway Scripts
Event-Driven Triggers

Gateway timer and tag change scripts push alerts, log production events, and synchronize KPI calculations across the plant network automatically.

OPC-UA Bridge
PLC Connectivity

Ignition's OPC-UA server connects Allen-Bradley, Siemens, and Modbus TCP devices — we map tags, configure scan rates, and surface data to the web layer.

Alarm Pipelines
Notification & Escalation

Custom alarm pipelines with email, SMS, and dashboard badge notifications — configured for shift leads, maintenance, and plant managers.

Operator Experience

Dashboards Built for
the Factory Floor

We don't just display data — we design interfaces that operators actually use. TV-wall displays, touchscreen kiosks, and shift-report views, all purpose-built.

Production OEE Monitor

Wall-mounted TV display cycling through all active production lines. Auto-refreshes on configurable intervals, detects Ignition offline states, and color-codes KPI thresholds at a glance.

Streamlit Ignition WebDev Auto-refresh TV Scaling Offline Detection CSS Responsive
Line 3 — Shift A ● LIVE
87.4%
Overall Equipment Effectiveness
AVAILABILITY
94.1%
PERFORMANCE
91.0%
QUALITY
96.2%
Utilities Wall Dashboard

Plant-wide utilities monitoring including boiler temperatures, air and steam pressure systems, and a composite plant health score — with premium glassmorphism-inspired dark UI.

Plotly Glassmorphism Boiler Monitoring Pressure Gauges Health Score Streamlit
Plant Utilities — Live 08:42:17
Boiler A
312°F
Steam
Air PSI
118
Compressed
Health
A
Overall
BOILER B
298°F
STEAM PSI
92 PSI
Printer Kiosk — NiceGUI

Touchscreen kiosk application running on Raspberry Pi. Displays real-time printer metrics from Ignition, machine state, ink levels, and CPM speed — purpose-built for operator interaction.

NiceGUI Raspberry Pi Touchscreen GPIO Kiosk Mode REST Polling
Printer Status ● LIVE
Current Speed
1,842 CPM
State
RUNNING
Ignition OK
GPIO Active
Ink Low
The Team

Engineering Depth
Meets Operational Reality

Altiora Dynamics was founded on a simple premise: industrial data is only valuable when it reaches the right people, in the right format, at the right time.

We bring a rare combination of materials science, software engineering, and hands-on factory floor experience. Every system we build has been tested against real production environments — not just proof-of-concept labs.

From Raspberry Pi hardware integration to Ignition SCADA architecture to pixel-perfect operator dashboards, we own the full stack — which means faster iterations, fewer integration gaps, and solutions that actually work when the line goes down at 2am.

🎓
Georgia Institute of Technology
Materials Science & Engineering
🏭
Manufacturing Operations Experience
Industrial monitoring systems deployed in active production plants
📡
Full-Stack Industrial IoT
Hardware → SCADA → Dashboard → Analytics
Technology Stack
Python
NiceGUI
Streamlit
Ignition
OPC-UA
Raspberry Pi
GPIO
Plotly
FastAPI
PostgreSQL
WebDev API
Modbus TCP
Let's Build

Ready to Instrument
Your Plant?

Whether you need a single dashboard, a full Ignition integration, or an edge data collection system from scratch — let's talk about what's possible.

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