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ILEAN TROUBLESHOOTING AGENT
The Industrial Troubleshooting Agent
Zero-Hallucination Diagnostics
The conversational industrial troubleshooting agent designed to instantly diagnose failures and guide field teams using your certified documentation.
business IMPACt
30% Reduction in Hotline Support Costs
By automating first-level access to technical information, the OEM drastically reduces low-value calls to its support center. End clients and field operators resolve simple anomalies autonomously, freeing up your expert teams for higher-value tasks.
40% Reduction in Mean Time To Repair (MTTR)
Thanks to AI-guided diagnostics and cross-referencing of intervention histories, technicians instantly identify the fault and the right procedure. This optimal responsiveness eliminates tedious search time and guarantees ultra-fast equipment restarts.
3x Faster Onboarding & Knowledge Preservation
The agent enables new technicians to become fully autonomous in the field three times faster. It is a major strategic lever to encapsulate, preserve and protect the OEM’s know-how against turnover, especially as 70% of industrial expertise is traditionally never documented.
from concept to ACTION
How the Agent Works
1
Field Anomaly
A machine stops or a technician faces a critical alarm code (e.g. CondPump1Fault) directly on the shop floor.
2
Natural Language Query
The operator simply queries the agent from their interface: “I have a problem with the condenser pump, what can I do?”
3
RAG Engine Analysis
ilean instantly cross-references certified documentation (manuals, BOM nomenclatures) with capitalized knowledge (ticket history, wikis).
4
Step-by-Step Guide
Powered by hallucination-free AI, the agent precisely identifies the fault and immediately delivers the secure repair procedure.
5
Automatic Closure
Once the fault is resolved, the assistant autonomously drafts the standardized intervention report, reducing manual data entry by 80%.
FAQ
ilean is a conversational industrial troubleshooting assistant, available 24/7. Designed as the ultimate field reference assistant, it helps maintenance technicians instantly diagnose failures and guides them step by step through their interventions (for example, to safely restart a machine after an emergency stop).
When a technician faces an issue — such as a cooling system alarm (e.g. "CondPump1Fault") — they simply query ilean. The agent identifies the potential fault, lists associated symptoms and immediately provides the exact procedure to follow (checking electrical wiring, fuse integrity, etc.). At the end of the operation, ilean also facilitates the automatic creation of a standardized intervention report.
ilean is built on a technology called RAG (Retrieval-Augmented Generation) that guarantees a secure, zero-hallucination environment. To formulate its responses and diagnostics, the agent cross-references the OEM's certified technical documentation (user manuals, nomenclatures) with the real history of past intervention tickets.