Engineering & Applied Research

Engineering intelligent systems for real world performance.

NAVORA helps organizations develop, test, and validate AI enabled, autonomous, sensing, and human machine systems through engineering, physical measurement, modeling, and evidence.

U.S. engineering company · Orlando, Florida NAICS 541330 · Engineering Services
Conceptual engineering illustration showing physical measurement, modeling, verification, and decision steps.
Conceptual illustration, not a project photograph
AI & Autonomous Systems Test, Measurement & Validation Human Factors Engineering Modeling & Simulation

How We Help

Engineering support from concept to evidence.

We work on systems where software, physical behavior, automation, and people interact. We help teams understand performance, uncertainty, and what evidence is needed before important engineering decisions are made.

01

AI & Autonomous Systems

Applied AI and machine learning for decision support, autonomous functions, model evaluation, AI assurance, and intelligent automation.

02

Test, Measurement & Validation

Experimental design, instrumentation, data acquisition, sensing, performance characterization, verification, and validation.

03

Human Factors Engineering

Human performance, human machine interaction, workload, vigilance, supervisory control, trust in automation, and human autonomy teaming.

04

Modeling & Simulation

Physics based and data driven modeling, simulation, vibration and dynamics, predictive analysis, and numerical to experimental comparison.

Selected R&D Experience

Evidence behind the capability.

Representative research conducted by members of NAVORA's technical team across intelligent systems, sensing, human factors, physical experimentation, and engineering analysis.

Conceptual illustration of an autonomous vehicle with model and context signals.
AI & Autonomous Systems

AI Decision Modeling for Autonomous Vehicles

Research used machine learning and explainable methods to study decision behavior under cognitive load and time pressure in autonomous driving scenarios.

Machine LearningExplainable AIAutonomous Systems
Published Research
Conceptual illustration of noncontact sensing applied to buried infrastructure.
Test, Measurement & Validation

Noncontact Sensing for Infrastructure Inspection

Numerical and experimental research investigated air coupled impact echo methods for buried concrete pipes using acoustic sensing, controlled testing, modeling, and validation.

SensingNDTInstrumentationValidation
Research Record
Conceptual illustration of human autonomy teaming in an aviation system.
Human Factors Engineering

Human Autonomy Teaming in Aviation

Research examined task analysis, human and autonomy role allocation, system requirements, and evaluation for future commercial aviation concepts.

Human FactorsAutomationRole Allocation
Published Research
Conceptual illustration of high speed rail modeling and predictive engineering.
Modeling & Simulation

Predictive Modeling for High Speed Rail

Research combined a validated vehicle and track simulation with machine learning to accelerate ride comfort prediction across operating conditions.

SimulationMachine LearningVibrationPrediction
Published Research
Selected experience includes research completed by NAVORA team members through academic and research collaborations, including work completed before the formation of NAVORA. View more technical evidence →

Current Research Focus

Trustworthy autonomous experimentation.

Autonomous laboratories need more than fast optimization. They need a way to determine whether the evidence behind the next experimental action is sufficient to proceed.

NAVORA is pursuing decision verification methods that evaluate the evidence supporting an autonomous action and identify when an additional verification measurement is needed before proceeding.

Connect experimental evidence to the action an autonomous system is about to take.
Request additional measurement only when uncertainty can change the next decision.
Support repeatable, defensible experimental workflows without presenting proposed R&D as completed technology.
Conceptual workflow: measure, interpret, verify, and decide for autonomous experimentation.

About NAVORA

Engineering and applied research for systems that must work in the real world.

Founded in 2025, NAVORA LLC is a U.S. engineering and applied research company based in Orlando, Florida.

Our work spans AI and autonomous systems, human factors, sensing and measurement, test and validation, modeling, simulation, and engineering analysis.

We combine measurement, modeling, experimentation, and intelligent methods to understand how complex systems actually perform.

Legal NameNavora LLC
Business TypeU.S. Limited Liability Company
Primary NAICS541330, Engineering Services
LocationOrlando, Florida
UEIT8CTF6K4H553
CAGE Code23ZZ6

How We Work

Measure. Model. Test. Validate.

A simple engineering discipline for complex systems.

Measure

Collect reliable information from the physical system, user, or operating environment.

Model

Use engineering and data driven methods to understand system behavior.

Test

Evaluate assumptions, performance, uncertainty, and failure conditions.

Validate

Turn results into defensible engineering evidence and decisions.

Work With NAVORA

Bring us the technical problem.

NAVORA supports focused R&D efforts, engineering work packages, prototype and evaluation efforts, modeling and analysis, system validation, and specialized technical collaborations.

Discuss a Project