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Sovereign AI
for Industrial
Maintenance

Sovereign AI for industrial maintenance operations
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Collective intelligence keeps operations running

Reduced downtime costs

Maintenance crews get reliable, cited answers at the point of work, cutting mean time to repair, eliminating repeat failures, and reducing costly escalations across every site.

Knowledge that scales with you

Every resolved issue enriches the knowledge base. Expertise from your best technicians becomes searchable knowledge that every team member can access, across every shift and every site.

First-time fix rate

Give technicians the right answer on the first visit. Structured troubleshooting knowledge and cited procedures reduce repeat dispatches and improve customer satisfaction.

Multi-site consistency

Ensure the same quality of maintenance across every plant, depot, and field location. One knowledge base, one standard, applied consistently wherever your teams operate.

Continuous improvement

Every resolved issue enriches the system. A continuous loop where field experience and AI reinforce each other, making your maintenance operations smarter over time.

Operational visibility

Discover what your teams ask and where they hit dead ends. Every gap reveals where to improve documentation, focus training, or address recurring operational issues.

Built for industrial operations

Automotive

Unify Multi-Brand Technical Knowledge


Consolidate technical documentation across brands, models, and generations into a single searchable knowledge base. Technician feedback and diagnostic outcomes continuously enrich the system, helping the next repair go smoother.

Automotive
Manufacturing

Empower Technicians with Instant Knowledge


Give your maintenance and MRO teams instant access to SOPs, troubleshooting guides, equipment manuals, and accumulated expertise on the factory floor. Every resolved issue enriches the knowledge base, so the next technician finds the answer faster.

Manufacturing
Field Services

Give Every Technician Your Best Expert's Knowledge


Equip mobile teams with instant access to installation guides, maintenance procedures, and product specs on site. Whether servicing machinery, elevators, or HVAC systems, your technicians get reliable answers without calling back to the office, and every issue resolved adds to the collective knowledge.

Field Services
Mining & Resources

Maintain Heavy Assets in Remote Environments


Keep extraction and processing equipment running in harsh, remote locations where expertise is scarce. Maintenance teams access structured troubleshooting knowledge offline, reducing equipment downtime and dependence on fly-in specialists.

Mining & Resources
Construction & Heavy Equipment

Keep Fleets Moving Across Job Sites


Manage maintenance knowledge across diverse equipment fleets spread over multiple job sites. Operators and mechanics access brand-specific procedures, safety protocols, and field-proven fixes without waiting for centralised support.

Construction & Heavy Equipment

Consistent quality across every site.
Deployed on your infrastructure.

Data sovereignty

Consistent quality across every site.


Whether you run ten plants or a hundred field depots, every technician gets the same reliable answers. One knowledge base ensures consistent maintenance quality, regardless of location, shift, or experience level.

Deployment process

Deployed on your infrastructure.


Your operational data stays where it belongs. Deploy on EU cloud, private cloud, or fully on-premises with complete tenant isolation. No external connectivity required, no data shared across clients.

Proven results in weeks, not years

Exec. Briefing
2 Hours
Operations Assessment
2-3 Days
Production Trial
8-12 Weeks
Full Deployment
3-6 Months

Frequently Asked Questions

Can the system work offline or in an air-gapped environment?

The system runs entirely offline with no external dependencies. It uses a combination of specialised models (open-source and internally trained), each optimised for its task, all deployable on-premises or air-gapped with no external API calls required. This multi-agent architecture is trained on your data, delivering reliable results across diverse content types and use cases without any internet connectivity.

Do I need special devices or hardware?

Any device with a browser and network access to the servers can use the system. No specific application to install or devices to purchase. Voice search is also supported for hands-busy environments like factory floors, field service, or anywhere operators need answers without stopping work.

Can the system search across documents written in different languages?

No translation or content duplication needed. The system supports cross-lingual search: your team can ask questions in one language and get answers from documents written in another, across 40+ languages depending on model selection.

How quickly can the system be deployed?

Most teams are up and running within two weeks. Exact timelines depend on your infrastructure requirements, data sources, and integration needs. Contact our team to discuss your specific situation and we'll outline a deployment plan tailored to your environment.

How does the system increase meaningful knowledge contributions?

By removing the friction that stops people from sharing what they know. Voice interfaces and natural language input let your teams search for information, automate tasks, and contribute knowledge in their native language, while on the move or working on something else. When sharing expertise fits naturally into the workflow, people contribute more, and what they share is richer and more detailed.

Turn your collective expertise
into your greatest advantage

Want to see how our solutions can transform your operations?
Let's start the conversation.