Product

Tendrel in Action

Connect your factory systems once. Ask questions in plain English and receive source-cited answers grounded in your plant data within seconds.

Four steps from question to answer

Tendrel reads plant data and makes it answerable by anyone on the floor.

1

Link your current systems

Tendrel adds read-only connectors to your CMMS, SCADA historian, MES, and OEE platform. No migration, no ERP project, and no stack changes. Setup takes hours, not months.

2

Ask in plain English

Operators, shift supervisors, and plant managers can type questions naturally. "Which line had the most unplanned downtime last week?" or "Show me work orders on Press 4 in the last 30 days." No syntax or dashboard training required.

3

Read across connected data

The AI compares each question with live and historical data from all connected systems at once. It finds relevant records, checks anomalies, and forms a context-aware response from your plant data.

4

Receive sourced plain-language answers

Answers arrive in plain English with citations to the system and record used. There is no black box. Each response traces back to a maintenance log, sensor reading, or production report your team already trusts.

Data sources Tendrel reads

Tendrel connects to systems already on your floor. No rip-and-replace required.

CMMS
Maintenance Records

Work orders, preventive maintenance schedules, asset history, technician notes, and parts inventory. Tendrel makes the complete maintenance record searchable by anyone, not only maintenance leads.

Fiix IBM Maximo SAP PM eMaint
SCADA / Historian
Machine Monitoring

Time-series sensor readings, alarm logs, process variables, and threshold events. The historian holds years of operational signal data, and Tendrel makes it answerable at conversational speed.

OSIsoft PI Ignition SCADA Wonderware FactoryTalk
MES / OEE
Production Data

Line output, shift targets, quality holds, reject rates, and OEE scores by line and shift. Tendrel automatically links production outcomes with maintenance events and sensor anomalies.

Plex MES Katana DELMIAworks Generic OEE

What a Tendrel answer looks like

Each answer combines a plain-language response, the related data context, and system citations that show your team exactly where it came from.

For "Why did Line 3 drop 14% last shift?" Tendrel returns more than a dashboard. It explains the link between a PM work order opened at 6:40 AM, a vibration anomaly logged at 7:12 AM, and the 14.3% output drop on Line 3 from 7:00 to 11:00 AM.

Citations identify the system and record behind each fact
Cross-system links reveal patterns a single dashboard misses
Each answer is traceable and auditable, not made up
Operator prompt
Why did Line 3 drop 14% last shift?
Reading 3 data streams
WO-4421 opened on the upstream feeder at 06:40. A vibration anomaly on sensor VB-103 followed at 07:12. Output on Line 3 fell 14.3% from baseline between 07:00 and 11:00. No production stop was logged; the decline aligns with the vibration event window.
CMMS - WO-4421
Feeder assembly PM
Opened 06:40
Status: Open
SCADA - VB-103
Vibration +22%
Logged 07:12
Duration: 210 min

Early pilot results

Plants using Tendrel in pilot have measured changes in how quickly teams move from questions to action.

"We used to spend the first 30 minutes of every Monday morning aligning on what happened Friday night. Tendrel brought that down to about five minutes. Everyone arrives already informed."

Operations Manager Mid-size auto parts manufacturer, Illinois, early-access pilot

"The maintenance team liked asking about work order patterns without pulling a report. They began spotting repeat failure signatures themselves, without waiting for an analyst."

Plant Engineering Lead Food processing facility, Indiana, early-access pilot
73%
Less time to answer operational questions
Measured across 4 pilot plants, 90-day period. Baseline: average time from question to verified answer with existing tools.

Fits your existing systems

Tendrel is not another platform to manage. It reads your stack and shows what is already there.

Fiix IBM Maximo SAP PM OSIsoft PI Ignition SCADA Wonderware FactoryTalk Plex MES eMaint DELMIAworks

Missing your system? View integrations or contact us.

See Tendrel on your systems

We connect read-only to one existing system and show what your data can answer. No commitment and no migration.

Your request is received. We will be in touch within one business day.

No dashboards to configure. No ongoing subscription for the pilot.