Pilot Training
Fixed-wing and rotary pilot training synthetic environments.
We engineer high-fidelity, low-latency flight simulation engines for pilot training and operator readiness — supporting physics-based dynamics, sensor fusion, and air-gapped deployment for defense customers.
Trusted by global innovators
Real-flight training is too expensive, too dangerous, and too logistically complex to scale. We build the simulation platforms that let operators train more, more safely, and at a fraction of the cost — without compromising fidelity or readiness.
Common friction points we hear from aerospace & defense teams scoping this kind of platform.
Cost & Risk: Real-flight training hours are expensive and inherently dangerous.
Fidelity Compromise: Off-the-shelf simulators trade fidelity for cost in ways that limit transfer of training.
Deployment Constraints: Defense customers need air-gapped, accreditation-ready deployments.
Scenario Authoring: Trainers can't easily author or modify scenarios without engineering involvement.
We engineer for the operational reality — not the demo.
Aerodynamics, weather, and sensor models tuned for transfer of training.
Accreditation-ready deployments for classified environments.
Scenario authoring tools designed for trainers, not just engineers.
Production-grade features the platform ships with from day one.
Physics-based 6DOF aerodynamic models for fixed and rotary wing.
Radar, EO/IR, and other sensor models with realistic noise and behavior.
Realistic weather, terrain, and environmental conditions.
Networked multi-crew and multi-platform scenarios.
Visual scenario authoring for trainers and instructors.
Comprehensive AAR with telemetry replay and key-event tagging.
Deployable in classified, isolated environments with accreditation support.
Integration with hardware-in-loop and full-mission cockpits.
How data and decisions flow end-to-end.
Physics, sensor, and environment models running at sub-10ms loop.
Networked multi-crew and multi-platform scenarios.
High-performance visualization across cockpits and operator stations.
Trainer-facing scenario design and modification tools.
After-action review and trainee performance analytics.
A pragmatic stack chosen for reliability, speed, and ease of operation.
Quantified outcomes from production deployments.
An aerospace customer needed a high-fidelity simulation environment to scale pilot training while reducing cost and risk.
The system has been used for hundreds of training hours monthly across multiple platforms, providing a cost-effective alternative to real-flight training while maintaining accreditation-ready posture.
Common deployment patterns we see across customers.
Fixed-wing and rotary pilot training synthetic environments.
Sensor operator and crew training across mission roles.
Pre-mission rehearsal in synthetic environments.
Test new tactics, techniques, and procedures in simulation.
HIL testing of avionics and mission system development.
Synthetic environments for procurement evaluation and decision support.
We connect to the systems your teams already know.
We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.
Verified controls for security, availability, and confidentiality of enterprise data systems.
Adhering to the international gold standard for managing information security risks.
Ensuring consistent quality in software delivery and operational process optimization.
We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.
We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.
Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.
Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.
Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.
Predictable, structured delivery from kickoff through long-term ownership.
We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.
A working slice on a representative environment — proving the data flow end-to-end before scaling.
Hardened services, observability, access controls, and audit logging go live behind your IAM.
We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.
We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.
"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Founder, Benchmark
"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Founder, My Lauren
"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."

Founder, Latimer
Explore other production-grade engineering platforms we deliver across aerospace & defense.
The technical patterns behind this platform translate naturally into adjacent verticals.
We engineer production-grade aerospace & defense platforms end-to-end. Talk to us about scoping a focused 8-week pilot.