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.
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.
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.
Results You Can Measure
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.
No. Sandhed connects to your existing equipment and systems. Your PLCs, RTLS anchors, sensors, and warehouse system stay in place. Sandhed reads from them through standard protocols. You do not need to change your existing infrastructure.
Each RTLS vendor has a dedicated bridge service that translates vendor-specific messages into a unified position format. A coordinate mapping wizard aligns each vendor's coordinate system with your floor plan. You can run multiple RTLS vendors in the same facility and see all positions on one floor plan.
Sandhed shows the last known state for any asset whose data source stops sending. MQTT-based bridges use persistent sessions so messages queue at the broker during outages. Failed messages are saved to a dead letter queue for retry. When the source comes back, data flows resume without manual intervention.
Yes. The REST API accepts metric and position data from any source that can make an HTTP POST request. You define the asset mapping and data format, then push data on whatever schedule your system supports. This covers custom PLCs, edge devices, barcode scanners, and third-party platforms.
Related Solutions
Floor Plan Visualization
Upload a floor plan and get an interactive 3D model of your facility in hours. Place assets, define zones, and overlay live sensor data on your actual building layout.
View Solution →Real-Time Asset Tracking
Most factories lose hours every week searching for tools, parts, and mobile equipment. Sandhed connects to your existing RTLS tags and shows every tracked asset on your 3D floor plan in real time.
View Solution →Custom Dashboards & KPI Views
Your factory generates thousands of data points every hour. Sandhed puts them on drag-and-drop dashboards tied to your 3D floor plan, so every role sees exactly what they need.
View Solution →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.