AI Operations Assistant for Pharmaceutical
Ask questions about environmental conditions, equipment status, and maintenance compliance across your facility. Get answers tied to your floor plan and real sensor readings.
Where Things Break Down
Environmental data retrieval for audits is slow
When an auditor asks 'what was the temperature and humidity in Room 204 last Tuesday?' you need to identify the right sensors, query the right time range in the BMS, and format the results. This can take 30 minutes per room.
Equipment qualification status is hard to check quickly
Confirming that all equipment in a specific cleanroom has current calibration and maintenance records means checking maintenance schedules for each piece of equipment individually.
Cross-referencing environmental excursions with equipment events is manual
When a temperature excursion occurs, determining whether it was caused by an HVAC issue, a door being left open, or an equipment malfunction requires checking three different data sources.
What Sandhed Does Differently
Sandhed's AI Co-Pilot is available in your 3D floor plan view and on individual asset detail pages. When you ask 'which machines had warnings this week?' the AI queries your sensor data, alert history, and maintenance records, then returns a structured answer with specific machine names, metric values, and timestamps. It builds a profile of your facility and only uses tools relevant to your active integrations. Answers link directly to the machines and data they reference so you can verify anything with one click.
Natural Language Queries
Ask questions in plain language: 'Which machines ran hot last shift?' 'Are any work orders overdue?' 'What happened on Line 3 yesterday?' The AI translates your question into the right data queries.
Grounded in Real Data
Every answer comes with specific machine names, metric values, and timestamps pulled from your actual sensor data and maintenance records. No generic advice. No guessing.
Context-Aware Answers
The AI knows your floor plan layout, which equipment you have, what sensors are connected, and what integrations are active. It tailors answers to your specific facility instead of giving generic responses. It works from the main floor plan view and from individual asset detail pages, adjusting its scope to whatever you are looking at.
Direct Links to Data
Answers include clickable links that navigate to the referenced machines, pull up the relevant metric history, or jump to the specific alert. Verify any answer with one click.
Results You Can Measure
Common Questions
Anything about your facility's operations that is backed by sensor data, alerts, or maintenance records. Examples: 'Which machines had warnings this week?' 'What is the temperature trend on Oven-03 over the last 24 hours?' 'Are any preventive maintenance schedules overdue?' 'How many alerts did we have yesterday by severity?' The AI queries your actual data sources and returns specific answers.
When you ask a question, the AI builds a profile of your venue: facility type, asset inventory, active integrations, and which data sources are configured. It only uses tools relevant to your setup. If you have warehouse management connected, it can query inventory and movements. If you do not, those tools are excluded automatically. On asset detail pages, it scopes its queries to the specific machine you are looking at.
No. The AI has read-only access to your data. It can query metrics, alerts, events, work orders, and maintenance schedules, but it cannot change settings, acknowledge alerts, or modify equipment. It is a data lookup tool, not a control system.
The AI has 21 tools that query your PostgreSQL and TimescaleDB databases. These cover asset search, real-time and historical metrics, alert history, event logs, work orders, preventive maintenance schedules, service cost summaries, and, if configured, warehouse inventory and door sensor events.
Yes. The AI responds in the language you use. If you ask a question in Danish, you get an answer in Danish with the same terminology used in the platform's Danish interface. The system prompt includes a translation glossary so the AI uses consistent terms.
Related Solutions
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 →Unplanned Downtime Prevention
Most manufacturers discover downtime after it costs them. Sandhed gives you the visibility to catch equipment issues before they shut down production.
View Solution →Maintenance Management
Maintenance teams lose hours tracking down service records, chasing overdue tasks, and figuring out what was done last time. Sandhed puts every work order, service record, and maintenance schedule on your 3D floor plan where you can see it.
View Solution →See the AI Assistant With Your Data
We will connect the AI to your facility data during the demo. Ask it your real questions and see how it responds with your actual equipment and sensor data.