GaugeVision — Optical Instrument Digitization Platform

GaugeVision: Optical Condition Monitoring for Analogue Instruments

GaugeVision transforms legacy mechanical instruments into intelligent, monitored data points using ruggedized cameras and multimodal computer vision. Without interrupting production, piercing process piping, or requiring hazardous-area instrument recertification, GaugeVision reads dial gauges, digital 7-segment displays, and linear level indicators, converting visual observations into verified time-series telemetry.

---

Key Capabilities & Architecture

1. Non-Invasive Optical Digitization

• Zero Process Shutdowns: Installs over existing mechanical instruments without hot work permits, pipe cutting, or system downtime.
• Advisory by Construction: Strictly designed for condition monitoring with no write path to BPCS, SIS, PLCs, or DCS networks.

2. Multimodal AI Dial & Instrument Parsing

• Broad Instrument Envelope: Supports circular dial gauges (pressure, temperature, vacuum), 7-segment LED/LCD displays, and linear level indicators.
• High-Precision Geometry Calibration: Automatically computes center coordinates, scale min/max boundaries, angular sweep, and engineering units.

3. Confidence-Gated Telemetry & Anti-Alarm-Flooding

• Confidence As a First-Class Surface: Every telemetry reading carries an explicit confidence score and image quality assessment.
• ISA-18.2 Alarm Rationalization: Low-confidence readings (e.g., dirty glass, glare, occlusion) trigger maintenance work orders rather than spurious critical process alarms.

4. Photographic Evidence & Full Auditability

• Visual Proof Attached to Every Point: Every historical data point, threshold excursion, and alert links directly to the high-resolution photograph that generated it.
• Regulatory Compliance: Built with full EU AI Act transparency metrics, append-only GxP audit logs, and GDPR-compliant local image retention.

5. Edge Gateway Fleet Management

• Edge-First Architecture: AI inference executes at the local gateway level, transmitting only lightweight telemetry and event snapshots over low-bandwidth industrial networks.
• Centralized Console: Fleet health dashboards, gateway status tracking, and offline detection for distributed industrial facilities.

---

Target Industries & Applications

• Oil, Gas & Petrochemical Refineries: Remote monitoring of legacy bourdon tube pressure gauges in hazardous plant zones.
• Water & Wastewater Treatment: Tank level sight glasses, pump station pressure heads, and flow meter displays.
• Power Generation & Energy Utilities: Boiler pressure monitoring, turbine auxiliary instrument tracking, and transformer temperature checks.
• Heavy Chemical & Manufacturing: Autoclaves, hydraulic press banks, and compressed air systems requiring continuous condition tracking.