Universal Integration

Universal Integration for Pharmaceutical

Connect cleanroom sensors, production equipment, BMS data, and RTLS tracking to your 3D floor plan. Unified environmental and equipment monitoring for GMP compliance.

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The Problem

Where Things Break Down

BMS and equipment data are in separate systems

Your building management system monitors cleanroom pressure, temperature, and humidity. Your equipment PLCs monitor production parameters. Seeing both during a deviation investigation means logging into two separate platforms.

Environmental monitoring lacks spatial context

You know Room 204 had a pressure excursion, but you cannot see what equipment was running in that room at the time without cross-referencing another system.

Audit evidence requires data from multiple sources

GMP auditors ask about environmental conditions, equipment status, and personnel activity in the same room at the same time. Your team spends hours pulling data from different systems to build the response.

Our Approach

What Sandhed Does Differently

Sandhed runs dedicated bridge services for each data source. MQTT-based systems like industrial telemetry, UWB positioning, BLE tracking, RFID readers, and environmental sensors connect through topic subscriptions. HTTP-based systems like heavy equipment telematics and warehouse management connect through polling at configurable intervals. Any custom source can push data through the REST API. Every bridge validates incoming data, maps vendor tag IDs to your assets, transforms coordinates to your floor plan, and pushes updates to the browser in real time. Failed messages go to a dead letter queue for retry instead of getting dropped. The result is one floor plan with every data source visible in one view.

MQTT and HTTP Bridge Services

Each data source connects through a dedicated bridge that handles the vendor protocol. MQTT bridges subscribe to vendor topics for real-time data. HTTP bridges poll external APIs at configurable intervals. Every bridge validates data with schemas and handles failures with retry queues.

Automatic Coordinate Transformation

RTLS vendors report positions in their own coordinate systems. A visual calibration wizard lets you place control points on your floor plan, compute the affine transformation, and verify accuracy with a grid overlay. Positions from any vendor display correctly on your floor plan.

Unified Tag-to-Asset Mapping

Every vendor uses different identifiers: tag IDs, serial numbers, EPC codes. Sandhed maps all of them to your internal assets through a single mapping table. When you swap tags or change vendors, you update the mapping and the data flows to the right asset.

REST API for Custom Sources

Any system that can make an HTTP POST can push metric and position data directly into Sandhed. No MQTT broker required. This covers custom edge devices, barcode scanners, manual check-ins, and any PLC that supports HTTP calls.

Expected Outcomes

Results You Can Measure

Supported connection types

Industrial, RTLS, IoT, warehouse, and custom sources

Unified view

All data sources on one 3D floor plan

0 sec

Data latency

From sensor to screen via WebSocket

0 hrs

Setup time

From floor plan to live data integration

Based on platform capabilities and industry benchmarks. Results vary by facility.

FAQ

Common Questions

Sandhed connects to OPC UA, MQTT, Modbus TCP, and EtherNet/IP for industrial telemetry. RTLS systems connect via MQTT or REST depending on the vendor. Environmental IoT devices connect through MQTT. Warehouse and telematics systems connect through HTTP polling. Any other source can use the REST API to push data directly.

See All Your Data Sources on One Floor Plan

Bring your floor plan and a list of your data sources. We will show you how Sandhed connects to them and what the unified view looks like for your facility.