The challenge
What organisations face
Experienced engineers are retiring, and their knowledge of equipment quirks and fixes leaves with them. Technicians lose time searching through manuals, standard operating procedures and old work orders, often in different languages, while new starters take a long time to become productive and safe.
The solution
What VulcanTech engineers
VulcanTech would build a retrieval-augmented assistant that indexes OEM manuals, procedures, safety documents and resolved work orders, accessible through a rugged mobile app with voice input and translation. Answers cite source pages and diagrams. Technicians can capture new fixes in the app, which are reviewed and added to the knowledge base by senior engineers.
Expected outcomes
What changes for the business
- Faster fault resolution at the machine
- Expert knowledge retained as staff move on
- New technicians productive and safe sooner
Capabilities
Service lines involved
- Enterprise Knowledge & Retrieval (RAG)Institutional knowledge made instantly accessible, with every answer traceable to its source.
- Foundation Model Integration & Fine-TuningFoundation models embedded in your products and operations, adapted to your domain where the evidence supports it.
- Mobile ExperiencesNative and cross-platform mobile experiences for iOS and Android, from first release to scale.
Manufacturing & Industrial
Related use cases
- Predictive equipment maintenanceMachine learning on equipment sensor data that anticipates failures and schedules maintenance before unplanned downtime occurs.
- Fewer unplanned stoppages on critical lines
- Maintenance effort directed where it matters
- Visual quality inspectionInline computer vision that detects surface defects, assembly errors and packaging faults at line speed, with consistent, traceable results.
- Consistent inspection across every shift
- Fewer defects reaching customers
- Agentic production planningCoordinated AI agents that re-plan production schedules as orders, materials and capacity change, with planners approving each recommendation.
- Faster response to disruption on the shop floor
- Trade-offs between orders made visible before committing
Free discovery session
Explore shop-floor knowledge assistants for your organisation
Tell us what you're building. You'll hear back from an engineer, not an inbox.
- 1We reply within one business day to set up a 30-minute call.
- 2A senior engineer — not a salesperson — walks through your problem.
- 3You get a scoped proposal with timeline and cost. No obligation.
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