Export control, maintenance (MRO) and supply-chain security: agents that run on a fully closed network.
Defence and aerospace companies need speed and security at once: export-licence detection, platform maintenance planning, supplier qualification. Aginies runs these processes on the organisation’s closed network with open-source models and no external dependency. Every controlled decision, every work package affecting airworthiness and every qualification stays with people; agents classify, match and prepare.
In Defence & Aerospace, Aginies offers 4 live agent scenarios and 3 solution packages: Technical publication assistant: maintenance manual, parts, procedure and revision control, Export control and end-user screening, Platform maintenance (MRO) work order preparation, Supplier security and compliance assessment, Contract clause extraction, Code review and security gate; solutions: Information management & decision support, Field service & dispatch automation, Defence export control & supply-chain security. The blockers on the way to production are Export-compliance load, Technical publication sprawl, Supplier security, No cloud; on the compliance side 4 requirements (including Air-gapped deployment; models, platform and data inside the closed network) are part of the deployment.
Export-compliance load
Classification and party screening are manual per item; experts spend hours per file.
Technical publication sprawl
Task cards and parts lists span thousands of pages; finding the right revision takes time.
Supplier security
Questionnaires and documents are read by hand; gaps surface after qualification.
No cloud
No external model can be used in classified environments.
Three starting points; each measurable in a short pilot on existing systems.
- 01agent scenarioTechnical publication assistant: maintenance manual, parts, procedure and revision control →
Knowledge hangar and maintenance teams use every day; starts at low risk on the closed network.
- 02agent scenarioExport control and end-user screening →
Party screening and control-list mapping are rule-based; the licence decision stays with the compliance manager.
- 03agent scenarioSupplier security and compliance assessment →
Supplier questionnaires are document-heavy; assessment time is measured immediately.
Agents you can watch live for this sector
Technical publication assistant: maintenance manual, parts, procedure and revision control
The technician asks in the hangar; the right-revision procedure, part number and safety note arrive with clearance checks, every access traced.
Export control and end-user screening
Part, buyer and end use are classified in one flow; licence need is detected, the decision always stays with the compliance officer.
Platform maintenance (MRO) work order preparation
The fault report is matched to technical publications, task card and parts list are produced, the work order opens with planner approval.
Supplier security and compliance assessment
Supplier questionnaires and documents are read, compared against facility security requirements, gaps listed; the qualification decision belongs to the security manager.
Contract clause extraction
Clauses are extracted and compared with the legal playbook; deviations reach counsel with redline suggestions.
Code review and security gate
Agents review, scan and coverage-check every PR; fixes land first, a human approves only clean PRs.
Derived from the 4 scenarios in the sector: supervisors, specialist agents, Hub model families and systems touched.
Summed from the simulation definitions of the sector scenarios; recalculated for your scale in the discovery session.
- Air-gapped deployment; models, platform and data inside the closed network
- Licence decisions on controlled items only with the export compliance officer
- Access separation by classification level, full audit trail, kill-switch
- Control set aligned with facility-security and supply-chain requirements
- Defence-industry agency and export-control law: control-list mapping by the agent, licence and sharing decisions with the authorised compliance officer
- Facility security clearance and classification levels: access separation, marking checks and an audit log of every access
- ITAR/EAR-like restrictions in allied programmes: controlled technical data only to cleared users, no egress to external networks
Air-gapped deployment: models, platform and data inside the closed network; updates as approved packages, remote maintenance only in windows the organisation opens.
Approval rulesHuman-approval thresholds of the sector scenarios.
- Technical publication assistant: maintenance manual, parts, procedure and revision controlProposed deviation from the procedure → authorised engineer approval; export-controlled content → clearance required
- Export control and end-user screeningEvery controlled item → export compliance officer approval; the agent cannot make licence decisions
- Platform maintenance (MRO) work order preparationEvery work package affecting airworthiness → maintenance planner approval
- Supplier security and compliance assessmentThe qualification decision always sits with the facility security manager; the agent only prepares
| Party screening time | From days to minutes |
| Technical publication query response | Seconds, at the right revision |
| Data leaving the network | Zero |
Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.
Time to move from experimenting with AI to transforming with it.
In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.
- Your 2–3 priority problems
- Live demo of a similar scenario
- Roadmap starting with value analysis