Fault isolation
Surface relevant checks, expected states, cautions, and branch points from approved troubleshooting material.
AI-assisted maintenance knowledge
Put the right manual context beside the maintainer.
Mimir helps qualified personnel search customer-approved technical manuals, technical orders, inspection criteria, SOPs, and troubleshooting knowledge from a local system. It reduces document-search burden while leaving diagnosis, procedural compliance, and maintenance authority with the people doing the work.
Manual remains authoritative
The AI supports the workflow; it does not approve the maintenance action.
Mimir can shorten the path to relevant information, organize evidence, and help a user orient across documents. It cannot determine airworthiness, certify a repair, replace required qualifications, override technical data, or turn generated language into an approved procedure.
01 / Point-of-work retrieval
Ask in mission language. Inspect the source before acting.
Maintainers often work across multiple manuals, schematics, inspection criteria, local SOPs, parts references, and prior fault-isolation notes. Terminology varies by platform and revision, while the exact condition may not match the heading a person remembers. Retrieval-augmented generation can help connect a natural-language question to relevant passages across that approved library.
Mimir returns a synthesized response with inspectable source citations when approved evidence is available. The user can move from the summary to the cited material, confirm applicability and revision, and follow the governing procedure. When evidence is missing or ambiguous, the safer behavior is to qualify, abstain, or escalate.
Inspection context
Locate criteria, limits, prerequisites, tooling, and references while preserving the exact governing language in the source.
Parts and configuration
Bring related nomenclature and configuration context into view without treating AI output as supply or engineering authority.
Escalation preparation
Organize symptoms, observations, timestamps, configuration, attempted steps, and cited references for the next support level.
02 / Local knowledge
Preserve what the unit learns without creating an uncontrolled source.
Rotations and personnel changes can separate a team from the local context that made prior troubleshooting effective. A governed pack can include approved lessons, site diagrams, known deviations, escalation paths, and platform-specific context alongside formal publications.
Local knowledge needs ownership and review. Each item should have provenance, applicability, revision state, and an accountable reviewer. If local guidance conflicts with a current governing publication, the publication and established engineering process take precedence.
Capture with provenance
Record who supplied the knowledge, what evidence supports it, where it applies, and when it should be reviewed.
Separate authority levels
Distinguish official technical data, approved local procedure, reference material, and lessons learned in metadata and presentation.
Version as a pack
Review and release local changes deliberately rather than allowing generated content to become an informal source of truth.
Evaluate with maintainers
Use qualified reviewers and representative faults to test relevance, citation quality, ambiguity, and safe escalation behavior.
03 / Disconnected readiness
Keep knowledge available where reach-back is slow or absent.
Once models, application services, and approved knowledge are staged locally, the core Mimir answer path can operate without public-cloud model APIs or WAN reach-back. That pattern is useful at fixed disconnected sites, aboard platforms, and with forward units operating under DDIL conditions.
The operating concept still needs a plan for content revisions, safety messages, software updates, model changes, backup, and support evidence. Those lifecycles are defined before deployment so the system does not become isolated from the authoritative changes it is meant to surface.
Mission suitability depends on the final hardware, model, content, latency, security configuration, environmental qualification, and evaluation results. No fielded-platform certification is implied.
Continue the mission thread
See how the pieces work together.
Related capability
Technical-manual guide
Read the deeper resource on citations, revision control, authority, abstention, and evaluation.
Related capability
Troubleshooting packs
Explore the Mimir-authored starter-card families and the process for customer tailoring.
Related capability
Shipboard operations
See the concept for local knowledge and maintenance support without dependable shore reach-back.
Plan the deployment
Bring the mission and the constraints. We’ll map the system to both.
A Mimir briefing covers the operating boundary, approved knowledge, deployment pattern, security evidence, and the people the system is intended to support.