Industries / Aerospace & Defense

AI Systems for Mission Intelligence, Predictive MRO, and ITAR-Compliant Operations

Solnix builds defense-grade AI that fuses ISR data, predicts fleet maintenance requirements, and automates classified document workflows, within ITAR, CMMC, and IL4/IL5 compliance frameworks.

73%
Reduction in MRO unplanned downtime
4×
Faster ISR data processing
91%
Classified doc retrieval accuracy
60 days
CMMC-aligned deployment timeline
Request a Defense AI Briefing →See an ISR fusion demoAirplane in flight

The product

Solnix AI Aerospace Suite

AOG recovery, takt and programme milestones in one command centre.

One dashboard for every aerospace & defense department. Each department runs its own team of agents on the systems you already use. They handle the routine steps, stop at a checkpoint for the decisions your people own, and record every step for audit.

8
department dashboards
32
specialised agents
14 days
guided tour
Solnix / Aerospace / Command centre

In the field

Drone ops and AI CAD in the Aerospace suite

Solnix / Aerospace / Drone ops
Drone opsApron FOD sweepAircraft, tugs and ground crew tracked; foreign objects flagged. How it works →
Solnix / Aerospace / AI CAD
AI CADEngine mount bracketTi-6Al-4V for AM · wall thickness and overhang flagged. How it works →

Inside the suite

Pick a department to see how its agents work

AOG Recovery Desk

Detects aircraft-on-ground events, sources the part across stores, pool partners and brokers, and books the slot and engineers before the operator calls.

  1. 1Starts whenAOG declared in the maintenance system
  2. 2AgentFault Agent
  3. 3AgentParts Agent
  4. 4AgentLogistics Agent
  5. 5AgentSlot Agent
  6. 6CheckpointMRO duty manager approves
  7. 7ThenSystems are updated and the run is saved to the audit trail

Questions about the Aerospace suite

What is the Solnix AI Aerospace Suite?

The Solnix AI Aerospace Suite is an agent dashboard for aerospace & defense with 8 department dashboards and 32 specialised AI agents. MRO, production and programme agents that keep aircraft flying and deliveries on contract dates.

Which departments does the Aerospace suite cover?

AOG Recovery Desk, Build Quality & Takt Monitor, Critical Parts Shortage Radar, Certification & Audit Readiness, Configuration & Change Control, Contract Milestone Tracker, Lease Return Readiness and Export Control & ITAR Guard. Each runs its own agent workflow with a human checkpoint and an audit trail.

What does the AOG Recovery Desk workflow do?

Detects aircraft-on-ground events, sources the part across stores, pool partners and brokers, and books the slot and engineers before the operator calls. It starts when aOG declared in the maintenance system, runs 4 agents (Fault Agent, Parts Agent, Logistics Agent, Slot Agent) and stops for the mRO duty manager to approve.

Does the Aerospace suite include drone inspection?

Yes. Drone ops in the Aerospace suite runs missions such as apron FOD sweep: aircraft, tugs and ground crew tracked; foreign objects flagged. It also includes AI CAD, for example engine mount bracket.

How can I try the Aerospace suite?

Open https://enterprise.solnixmedia.com/aerospace-defense and verify a work email for a 14-day guided tour on sample aerospace & defense data.

The Challenge

Mission-critical complexity demanding sovereign AI

Data silos, aging fleets, and compliance requirements are limiting operational tempo and analytical capacity.

01

ISR Data Overload

Modern ISR platforms generate terabytes of sensor data per mission. Analysts lack the tools to fuse multi-INT sources in real-time, leading to missed signals and delayed decision cycles.

02

MRO Cost Escalation

Unplanned aircraft and vehicle maintenance costs DoD contractors an estimated $12B annually. Legacy time-based maintenance schedules fail to account for actual component wear and mission stress cycles.

03

ITAR Compliance Complexity

AI development for defense programs must navigate ITAR, EAR, and CMMC requirements. Commercial AI platforms often cannot meet data residency, access control, and audit requirements for classified environments.

04

Supply Chain Fragility

Defense supply chains span thousands of suppliers across dozens of countries. Single-source dependencies and counterfeit component risk are compounding with geopolitical instability.

01

ISR Data Overload

Modern ISR platforms generate terabytes of sensor data per mission. Analysts lack the tools to fuse multi-INT sources in real-time, leading to missed signals and delayed decision cycles.

02

MRO Cost Escalation

Unplanned aircraft and vehicle maintenance costs DoD contractors an estimated $12B annually. Legacy time-based maintenance schedules fail to account for actual component wear and mission stress cycles.

03

ITAR Compliance Complexity

AI development for defense programs must navigate ITAR, EAR, and CMMC requirements. Commercial AI platforms often cannot meet data residency, access control, and audit requirements for classified environments.

04

Supply Chain Fragility

Defense supply chains span thousands of suppliers across dozens of countries. Single-source dependencies and counterfeit component risk are compounding with geopolitical instability.

Education AI Solutions

AI systems for defense and aerospace programs

End-to-End Implementation

End-to-end AI implementation for aerospace & defense

Solnix delivers the full lifecycle, from opportunity mapping through production deployment and continuous improvement. The same proven methodology powers every aerospace & defense engagement, tailored to your systems, data, and regulatory environment.

Phase 01
01

Discovery & AI Opportunity Mapping

We start by understanding your operations, data landscape, and goals, then map where AI delivers measurable value and where it does not. Every engagement begins with a prioritized opportunity backlog, not a technology pitch.

Stakeholder workshopsProcess & data auditUse-case prioritizationROI & feasibility scoringRisk & compliance review
Deliverable  AI opportunity roadmap with prioritized, sized use cases and a phased delivery plan.
Phase 02
02

Data Foundation & Readiness

AI is only as good as the data behind it. We assess data quality, connect fragmented sources, and build the secure, governed pipelines that production AI depends on, with privacy and compliance designed in from the start.

Data integrationQuality & labelingGovernance & access controlPrivacy / compliance controlsFeature & knowledge stores
Deliverable  Unified, governed data foundation and pipelines ready for model development.
Phase 03
03

Model & Agent Development

We build the models, retrieval systems, and AI agents tailored to your use cases, selecting the right approach (fine-tuning, RAG, multi-agent orchestration) for accuracy, cost, and latency, and validating against your real-world edge cases.

Model selectionRAG & knowledge groundingAgent orchestrationPrompt & policy designEvaluation harness
Deliverable  Validated models and agents benchmarked on your data, with documented accuracy and guardrails.
Phase 04
04

Integration & Workflow Embedding

AI only creates value when it lives inside the tools your teams already use. We embed models and agents into existing systems, surfaces, and workflows, so adoption is natural and human-in-the-loop controls stay in place.

System & API integrationWorkflow embeddingHuman-in-the-loop designRole-based accessChange enablement
Deliverable  AI capabilities integrated into production systems with the human oversight your governance requires.
Phase 05
05

Deployment, Security & Compliance

We deploy to production with the security, monitoring, and compliance controls enterprises require, including bias and fairness testing, audit logging, and the observability needed to operate AI responsibly at scale.

Secure deploymentBias & safety testingMonitoring & observabilityAudit & traceabilityCompliance sign-off
Deliverable  Production deployment with security hardening, monitoring dashboards, and compliance documentation.
Phase 06
06

Optimization & Continuous Improvement

AI systems improve with use. We measure outcomes against the goals set in Phase 01, retrain and tune from live feedback, and expand to the next set of use cases, turning a single deployment into a compounding capability.

Outcome measurementModel retrainingFeedback loopsCost optimizationUse-case expansion
Deliverable  Measured ROI, continuously improving models, and a backlog for the next phase of expansion.

Methodology

How Solnix Builds for Aerospace & Defense

01, Security Architecture Review

We assess your classification levels, data residency requirements, and applicable compliance frameworks. ITAR, CMMC, IL4/IL5, FedRAMP, before designing any system architecture.

02, Air-Gap Compatible Design

All systems are architected to operate without external network connectivity where required. We use on-premise model deployment and sovereign data pipelines.

03, DoD System Integration

We integrate with existing C2 systems, DCGS infrastructure, and MRO platforms. Our engineers hold required clearances for classified integration engagements.

04, Red Team Validation

Before deployment, AI systems are subjected to adversarial testing, including data poisoning, model inversion, and evasion attacks, to validate robustness in contested environments.

05, Ongoing Mission Support

We provide 24/7 support for mission-critical AI systems, with incident response SLAs and dedicated on-site support options for program offices.

FAQ

Questions from program managers, CISOs, and systems integrators

Can your AI systems operate in classified (IL5/IL6) environments?+
How do you handle ITAR compliance for AI development?+
Do your engineers hold security clearances?+
How do you validate AI systems for safety-critical aerospace applications?+

Get Started

AI Built for Mission-Critical Operations

From ISR fusion to predictive MRO. Solnix delivers sovereign AI systems for the world's most demanding defense and aerospace programs.

Request a Defense AI Briefing →