Altiora Dynamics builds industrial monitoring systems, real-time data pipelines, and operator dashboards — turning raw process signals into operational clarity.
Drag the slider or toggle plant state — this mirrors the actual bimodal clustering and alarm-pipeline logic running on deployed systems.
From Raspberry Pi GPIO pulse counters to Ignition WebDev APIs to wall-mounted operator dashboards — we engineer the full stack.
Hardware-level signal acquisition using Raspberry Pi, GPIO pulse counting, bimodal cluster analysis for speed detection, and robust serial/network I/O.
Deep Ignition SCADA integration via WebDev endpoints, tag historian queries, and real-time OPC-UA bridging to modern web UIs.
Production-grade NiceGUI and Streamlit dashboards built for factory floors — touchscreen-optimized, auto-refreshing, with TV wall display scaling.
Real-time Overall Equipment Effectiveness tracking across availability, performance, and quality — with shift-by-shift trend analysis and offline detection.
Continuous tracking of boilers, air and steam pressure systems, plant health scoring, and multi-utility anomaly detection for proactive maintenance.
Bespoke quantitative models for production intelligence — including regime detection, bimodal speed clustering, and predictive quality scoring.
Click a node to see the protocol, latency budget, and code for that layer. Ignition serves as the historian, OPC gateway, and API layer throughout.
Client details generalized to protect confidentiality — no proprietary source or client-specific data is shown.
Line-level performance was tracked manually at shift change. OEE existed only as an end-of-shift number, utilities were monitored by walking the floor, and unplanned stops were reported by operators after the fact rather than detected automatically.
Ignition SCADA already held the tag data, but no operator-facing layer existed outside the native Ignition client. Any kiosk deployment needed to survive factory-floor conditions — dust, vibration, non-technical operators — without a proprietary client on every touchscreen.
*Directional figures based on deployed-system behavior; not yet independently audited for this specific engagement.
A fixed-scope audit of your current signal chain — from PLC to operator — that identifies unlogged downtime, latency gaps, and quick-win visibility fixes. No commitment beyond the audit.
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 — faster iterations, fewer integration gaps, and solutions that work when the line goes down at 2am.
Short, specific write-ups on real decisions from real deployments — not tutorials, postmortems.
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.
A short, no-pitch walkthrough of a live dashboard on real (sanitized) tag data. Bring a rough sense of your PLC/SCADA setup.