What Edmund brings to your factory floor
Purpose-built AI features that help technicians, engineers, and managers work faster, smarter, and with less production interruptions.

Always-On Support for Every technician
Automated Fault Interpretation
Explains PLC, sensor, and system errors in plain language.
Guided Repair Steps
Provides clear, step-by-step instructions for resolving faults.
Continuous Learning
Logs every fix and uses it to improve future recommendations.

Always-On Support for Every technician
Automated Fault Interpretation
Explains PLC, sensor, and system errors in plain language.
Guided Repair Steps
Provides clear, step-by-step instructions for resolving faults.
Continuous Learning
Logs every fix and uses it to improve future recommendations.

Always-On Support for Every technician
Automated Fault Interpretation
Explains PLC, sensor, and system errors in plain language.
Guided Repair Steps
Provides clear, step-by-step instructions for resolving faults.
Continuous Learning
Logs every fix and uses it to improve future recommendations.


Machine M4 threw error code 432.
Zone 2 sensor fault. Verify X7 and reset FB12.
Got it. Thanks, Edmund. ✅
No problem, logging this fix for next time.
AI Technician in Your Pocket
Your always-on assistant that understands your machines, interprets errors, and guides fixes step by step.


Machine M4 threw error code 432.
Zone 2 sensor fault. Verify X7 and reset FB12.
Got it. Thanks, Edmund. ✅
No problem, logging this fix for next time.
AI Technician in Your Pocket
Your always-on assistant that understands your machines, interprets errors, and guides fixes step by step.


Machine M4 threw error code 432.
Zone 2 sensor fault. Verify X7 and reset FB12.
Got it. Thanks, Edmund. ✅
No problem, logging this fix for next time.
AI Technician in Your Pocket
Your always-on assistant that understands your machines, interprets errors, and guides fixes step by step.
[14:03:22] LINE_02 ERR_217 Machine: ALLSTEIN_Z2 Module: Print_Head_Station Code: TEMP_SENSOR_X7 Description: Temperature deviation detected Current value: 104.3°C (limit: 85°C) Status: TEMP_HIGH_FAULT Action: Cooling loop inactive – system halted Next check: Relay CR4 / Flow sensor FS12 Cycle stopped at counter 32645
Root cause analysis
Finds what really caused a failure by linking data across PLCs, logs, and sensors in seconds.
[14:03:22] LINE_02 ERR_217 Machine: ALLSTEIN_Z2 Module: Print_Head_Station Code: TEMP_SENSOR_X7 Description: Temperature deviation detected Current value: 104.3°C (limit: 85°C) Status: TEMP_HIGH_FAULT Action: Cooling loop inactive – system halted Next check: Relay CR4 / Flow sensor FS12 Cycle stopped at counter 32645
Root cause analysis
Finds what really caused a failure by linking data across PLCs, logs, and sensors in seconds.
[14:03:22] LINE_02 ERR_217 Machine: ALLSTEIN_Z2 Module: Print_Head_Station Code: TEMP_SENSOR_X7 Description: Temperature deviation detected Current value: 104.3°C (limit: 85°C) Status: TEMP_HIGH_FAULT Action: Cooling loop inactive – system halted Next check: Relay CR4 / Flow sensor FS12 Cycle stopped at counter 32645
Root cause analysis
Finds what really caused a failure by linking data across PLCs, logs, and sensors in seconds.

Find the Real Reason, Not Just the Error
Cross-Linked Data Sources
Combines data from PLCs, IoT systems, and maintenance journals.
Instant Failure Mapping
Builds a trace of events leading to each issue within seconds.
Data-Driven Insights
Prevents recurrence by turning every failure into a learning pattern.

Find the Real Reason, Not Just the Error
Cross-Linked Data Sources
Combines data from PLCs, IoT systems, and maintenance journals.
Instant Failure Mapping
Builds a trace of events leading to each issue within seconds.
Data-Driven Insights
Prevents recurrence by turning every failure into a learning pattern.

Find the Real Reason, Not Just the Error
Cross-Linked Data Sources
Combines data from PLCs, IoT systems, and maintenance journals.
Instant Failure Mapping
Builds a trace of events leading to each issue within seconds.
Data-Driven Insights
Prevents recurrence by turning every failure into a learning pattern.

From Documents to Decisions: Edmund Understands It All
Unified Contextual Knowledge
Connects manuals, drawings, and technical records into one intelligent system that understands relationships between machines, parts, and processes.
Context-Aware Insights
Goes beyond keyword search — Edmund grasps meaning, dependencies, and history behind every document.
Collective Factory Memory
Becomes the operational brain of your organization, capturing know-how and making it accessible anywhere, anytime.

From Documents to Decisions: Edmund Understands It All
Unified Contextual Knowledge
Connects manuals, drawings, and technical records into one intelligent system that understands relationships between machines, parts, and processes.
Context-Aware Insights
Goes beyond keyword search — Edmund grasps meaning, dependencies, and history behind every document.
Collective Factory Memory
Becomes the operational brain of your organization, capturing know-how and making it accessible anywhere, anytime.

From Documents to Decisions: Edmund Understands It All
Unified Contextual Knowledge
Connects manuals, drawings, and technical records into one intelligent system that understands relationships between machines, parts, and processes.
Context-Aware Insights
Goes beyond keyword search — Edmund grasps meaning, dependencies, and history behind every document.
Collective Factory Memory
Becomes the operational brain of your organization, capturing know-how and making it accessible anywhere, anytime.
All Knowledge Unified and Instantly Available
Every manual, schematic, and log searchable and accessible across all your factories.
All Knowledge Unified and Instantly Available
Every manual, schematic, and log searchable and accessible across all your factories.
All Knowledge Unified and Instantly Available
Every manual, schematic, and log searchable and accessible across all your factories.

Custom-Made Industry AI Agents
AI models trained on machines like yours, terminology, and processes for precise results.

Custom-Made Industry AI Agents
AI models trained on machines like yours, terminology, and processes for precise results.

Custom-Made Industry AI Agents
AI models trained on machines like yours, terminology, and processes for precise results.

AI Agents That Know How Factories Work
Purpose-Built for Industry
Designed specifically for industrial environments — each agent understands how factories think, operate, and make decisions.
9 different agents
Each focuses on a dedicated domain like maintenance, PLCs, or schematics — collaborating to deliver complete operational awareness.
+10,000 hours of proprietary development
Behind Edmund’s ecosystem lies over 10,000 hours of research, testing, and in-factory development — ensuring unmatched precision and reliability across all AI agents.

AI Agents That Know How Factories Work
Purpose-Built for Industry
Designed specifically for industrial environments — each agent understands how factories think, operate, and make decisions.
9 different agents
Each focuses on a dedicated domain like maintenance, PLCs, or schematics — collaborating to deliver complete operational awareness.
+10,000 hours of proprietary development
Behind Edmund’s ecosystem lies over 10,000 hours of research, testing, and in-factory development — ensuring unmatched precision and reliability across all AI agents.

AI Agents That Know How Factories Work
Purpose-Built for Industry
Designed specifically for industrial environments — each agent understands how factories think, operate, and make decisions.
9 different agents
Each focuses on a dedicated domain like maintenance, PLCs, or schematics — collaborating to deliver complete operational awareness.
+10,000 hours of proprietary development
Behind Edmund’s ecosystem lies over 10,000 hours of research, testing, and in-factory development — ensuring unmatched precision and reliability across all AI agents.

Automate the Routine, Focus on What Matters
Preventive Scheduling
Creates recurring maintenance plans based on machine usage.
Condition Monitoring
Triggers diagnostic tasks when abnormal readings appear.
Smart Reportingr
Generates summaries and logs without manual entry.

Automate the Routine, Focus on What Matters
Preventive Scheduling
Creates recurring maintenance plans based on machine usage.
Condition Monitoring
Triggers diagnostic tasks when abnormal readings appear.
Smart Reportingr
Generates summaries and logs without manual entry.

Automate the Routine, Focus on What Matters
Preventive Scheduling
Creates recurring maintenance plans based on machine usage.
Condition Monitoring
Triggers diagnostic tasks when abnormal readings appear.
Smart Reportingr
Generates summaries and logs without manual entry.

Tell me what to do today…
Generate
Maintenance Automation
Automates routine checks, reports, and tasks so your technicians can focus on real issues.

Tell me what to do today…
Generate
Maintenance Automation
Automates routine checks, reports, and tasks so your technicians can focus on real issues.

Tell me what to do today…
Generate
Maintenance Automation
Automates routine checks, reports, and tasks so your technicians can focus on real issues.
Data we work with
Data we work with
Data we work with
Edmund works with your data stack
Edmund runs on a modern, industrial-grade data stack built for reliability, scalability, and integration. From SQL databases to IoT pipelines, every layer is designed for real factory workloads.
Snowflake
PostgreSQL
Oracle Database
InfluxDB

Use cases
Use cases
Use cases
See how Edmund solves most common problems
A look into the most common use cases where Edmund keeps lines running: fault search, manual search, PLC analysis, and more.
Let’s Connect
Start using Edmund today
“We believe that manufacturing industry is built on best people and talent, however, they need the right software for the right job. That is why we created Edmund, to make lives or technicians on the factory floor easier and let them be more efficient.”

Jakub Szlaur
Co-Founder & CEO of Edmund
Let’s Connect
Start using Edmund today
“We believe that manufacturing industry is built on best people and talent, however, they need the right software for the right job. That is why we created Edmund, to make lives or technicians on the factory floor easier and let them be more efficient.”

Jakub Szlaur
Co-Founder & CEO of Edmund
Let’s Connect
Start using Edmund today
“We believe that manufacturing industry is built on best people and talent, however, they need the right software for the right job. That is why we created Edmund, to make lives or technicians on the factory floor easier and let them be more efficient.”

Jakub Szlaur
Co-Founder & CEO of Edmund